Tour de Tools: Recent Episodes

Dataroots

Tour de Tools is a series where Gauthier & Bart, often joined by exciting guests ❤️, discuss data-related tools, frameworks, platforms and whatnot 🚀. For some of our episodes we side step onto our Datatopics concept. Datatopics is hosted by Kevin and is a miniseries approach where we talk about the fuzzy and misunderstood concepts in the world of data, analytics and AI.

Send us Fan Mail

Google still drives most search traffic, but the rules of discoverability are changing fast. Today we sit down with Cyril, a client data partner at Dataroots, to unpack what search engine optimization actually is, why the first results page captures the vast majority of clicks, and how small changes in content clarity can shift who finds you and when.

We get practical about classic SEO fundamentals: on-page SEO that makes services crystal clear for the right persona, off-page SEO signals like backlinks that build authority, and the technical SEO basics that quietly decide whether you rank at all. Page speed, mobile-first indexing, and user experience are not “nice to have” anymore, and we talk through how tools like Google Lighthouse can reveal what is slowing a site down and where to focus first.

Then we move into the 2026 reality of AI search and generative engine optimization (GEO). If ChatGPT or Google Gemini can answer a question instantly, traffic can drop, but trust can rise if your brand gets cited. We explain how to write content that LLMs can use: add a TLDR summary, include FAQ sections, publish structured documentation where it makes sense, and build real authority across the web through credible mentions. If you care about SEO keywords, AI citations, and turning discoverability into revenue through better funnel data, this one is for you.

Subscribe for more, share this with a teammate who owns your website, and leave a review if it helped. What part of SEO or GEO feels most confusing in your company right now?

Send us Fan Mail

Trust collapses fast when a dashboard misleads or an AI agent learns from messy data. We dig into how data quality became business critical—and how to move from reactive fire drills to proactive systems—through real stories from clinical trials and large platforms where a single broken test could escalate to the C‑suite. With Stan and David, we map the shifts driving this moment: AI adoption, rising reliance on metrics, and the urgent need for shared definitions, lineage, and monitoring that let teams find root causes before customers feel the impact.

We get practical about agents that actually help. Instead of vague hype, we break down a low‑risk architecture for read‑only, metadata‑aware agents that handle repetitive, high‑leverage tasks: writing dbt documentation, proposing data tests, performing lineage‑driven root cause analysis, and auto‑drafting tickets with queries, diffs, and impact notes. We explain why integrated agents beat copy‑paste prompts, how to add guardrails that limit scope and permissions, and what human‑in‑the‑loop review should look like to build real trust without slowing the work.

Expect candid guidance on adoption and observability: two layers of visibility—agent behavior and data quality posture—help teams track costs, measure time to resolution, spot repeating incidents, and choose structural fixes. We also explore buy vs build as platforms begin embedding agent capabilities, and we share a clear starting path for any team: prioritize critical datasets, standardize KPIs and definitions, enable tests, and surface lineage so automation has the context it needs. By the end, you’ll have a blueprint to reduce firefighting, improve stakeholder confidence, and make your AI agents smarter by feeding them cleaner, governed data. If this resonates, follow the show, share with your data team, and leave a review with the one task you’d automate first.

Send us Fan Mail

In our final episode of 2025, we sit down with Tim Van Erum to unpack what really stood out at Tech Expo Amsterdam.

Together we revisit the most misunderstood AI statistic of the year, exploring why the “95% of AI projects fail” headline is misleading and how hype versus reality played out across the conference. Tim shares why failure and experimentation are not setbacks but essential drivers of innovation, and we highlight Reddit’s Scaling Safety strategy as a powerful example of machine learning in action.

This candid conversation closes out the year with lessons on what AI truly delivered in 2025.

Send us Fan Mail

We go inside Mediahuis to see how a small GenAI team is transforming newsroom workflows without losing editorial judgment. From RAG search to headline suggestions and text‑to‑video assists, this episode shares what works, what doesn’t, and how adoption spreads across brands.

You’ll hear about:

Ten priority use cases shipped across the group
Headline and summary suggestions that boost clarity and speed
RAG‑powered search turning archives into instant context
Text‑to‑video tools that free up local video teams
The hurdles of adoption, quality, and scaling prototypes into production

Their playbook blends engineering discipline with editorial empathy: use rules where you can, prompt carefully when you must, and always keep journalists in the loop. We also cover policies, guardrails, AI literacy, and how to survive model churn with reusable templates and grounded tests.

The result: a practical path to AI in media — protecting judgment, raising quality, and scaling tools without losing each brand’s voice.

🎧 If this sparks ideas for your newsroom or product team, follow the show, share with a colleague, and leave a quick review with your favorite takeaway.

Send us Fan Mail

In this episode of Data Topics, Ben speaks with Kim Smets, VP Data & AI at Telenet, about his journey from early machine learning work to leading enterprise-wide AI transformation at Telenet. Kim shares how he built a central data & AI team, shifted from fragmented reporting to product thinking, and embedded governance that actually works. They discuss the importance of simplicity, storytelling, and sustainable practices in making AI easy, relevant, and famous across the business. From GenAI exploration to real-world deployment, this episode is packed with practical insights on scaling AI with purpose.

Send us Fan Mail

In this episode, Gaelle Helsmoortel joins us to discuss how to make AI truly deliver business impact, not just proof of concept.

With over 25 years of experience spanning L’Oréal, startup leadership, and her current role at Dataroots, Gaelle shares her approach to turning business challenges into measurable value. She breaks down her proven 5Ps framework (Purpose, People, Process, Platform, and Performance) and explains how companies can bridge the gap between strategy and execution to generate real results.

🎧 You’ll learn:

Why most AI projects fail (and how to prevent it)
How to move from proof of concept to proof of value
How to align business purpose, data, and people for maximum impact
Why “purpose before platform” is key to successful AI adoption

Whether you’re a business leader, strategist, or data professional, this episode will help you understand how to make AI work for business and deliver tangible results.

🔗 Connect with Gaëlle:

🌐 Website & Newsletter: Generative Booster – The Game Changer List
▶️ YouTube Channel: @GenerativeBooster

Send us a text

In this episode, we're joined by Sam Debruyn and Dorian Van den Heede who reflect on their talks at SQL Bits 2025 and dive into the technical content they presented. Sam walks through how dbt integrates with Microsoft Fabric, explaining how it improves lakehouse and warehouse workflows by adding modularity, testing, and documentation to SQL development. He also touches on Fusion’s SQL optimization features and how it compares to tools like SQLMesh.

Dorian shares his MLOps demo, which simulates beating football bookmakers using historical data,nshowing how to build a full pipeline with Azure ML, from feature engineering to model deployment. They discuss the role of Python modeling in dbt, orchestration with Azure ML, and the practical challenges of implementing MLOps in real-world scenarios.

Toward the end, they explore how AI tools like Copilot are changing the way engineers learn and debug code, raising questions about explainability, skill development, and the future of junior roles in tech.

It’s rich conversation covering dbt, MLOps, Python, Azure ML, and the evolving role of AI in engineering.

Send us a text

In this episode, we explore how public media can build scalable, transparent, and mission-driven data infrastructure - with Emilie Nenquin, Head of Data & Intelligence at VRT, and Stijn Dolphen, Team Lead & Analytics Engineer at Dataroots.

Emilie shares how she architected VRT’s data transformation from the ground up: evolving from basic analytics to a full-stack data organization with 45+ specialists across engineering, analytics, AI, and user management. We dive into the strategic shift from Adobe Analytics to Snowplow, and what it means to own your data pipeline in a public service context.

Stijn joins to unpack the technical decisions behind VRT’s current architecture, including real-time event tracking, metadata modeling, and integrating 70+ digital platforms into a unified ecosystem.

💡 Topics include:

Designing data infrastructure for transparency and scale
Building a modular, privacy-conscious analytics stack
Metadata governance across fragmented content systems
Recommendation systems for discovery, not just engagement
The circular relationship between data quality and AI performance
Applying machine learning in service of cultural and civic missions

Whether you're leading a data team, rethinking your stack, or exploring ethical AI in media, this episode offers practical insights into how data strategy can align with public value.

Send us a text

What happens when AI hype collides with enterprise reality? Tim Leers, Global Generative & Agentic AI Lead at Dataroots, pulls back the curtain on what's actually working—and what's not—in enterprise AI deployment today.

We begin by examining why companies like Klarna publicly announced replacing customer service teams with AI, only to quietly backtrack months later when quality suffered. This pattern of inflated expectations followed by reality checks has become common, creating what Tim calls "AI theater" – impressive demos with minimal business impact.

The conversation tackles the often misunderstood concept of "agentic AI." Rather than viewing it as a specific technology, Tim frames agency as fundamentally about delegated authority – the ability to trust AI systems with meaningful responsibilities. However, this delegation requires contextual intelligence—providing the right data at the right time—which most organizations struggle to implement effectively.

"Models are commodities, data is your moat," Tim explains, arguing that proprietary business context will remain the key differentiator even as AI models continue advancing. This perspective challenges the conventional wisdom that focuses primarily on model capabilities rather than data infrastructure.

Perhaps most valuably, Tim outlines three pillars for successful enterprise AI: contextual intelligence, continuous improvement (designing systems that evolve with changing business contexts), and human-AI collaboration. This framework shifts focus from technology deployment to sustainable business value creation.

The discussion concludes with eight practical lessons for organizations implementing generative AI, from avoiding the temptation to build proprietary models to recognizing that teaching employees to prompt effectively isn't sufficient for enterprise-wide adoption. Each lesson reinforces a central theme: successful AI implementation requires designing for change rather than building rigid systems that quickly become obsolete.

Whether you're a technical leader evaluating vendor claims or a business executive trying to separate AI reality from fantasy, this episode provides the practical guidance needed to move beyond the hype cycle toward meaningful implementation.

Send us a text

Welcome to the cozy corner of the tech world! Datatopics is your go-to spot for relaxed discussions around tech, news, data, and society.

In this episode of Data Topics, we sit down with Nick Schouten — data engineer at dataroots — for a full recap of KubeCon Europe 2025 and a deep dive into the current and future state of Kubernetes.

We talk through what’s actually happening in the Kubernetes ecosystem — from platform engineering trends to AI infra challenges — and why some teams are doubling down while others are stepping away.

Here’s what we cover:

What Kubernetes actually is, and how to explain it beyond the buzzword
When Kubernetes is the right choice (e.g., hybrid environments, GPU-heavy workloads) — and when it’s overkill
How teams are trying to host LLMs and AI models on Kubernetes, and the blockers they’re hitting (GPUs, complexity, cost)
GitOps innovations spotted at KubeCon — like tools that convert UI clicks into Git commits for infrastructure-as-code
Why observability is still one of Kubernetes’ biggest weaknesses, and how a wave of new startups are trying to solve it
The push to improve developer experience for ML and data teams (no more YAML overload)
The debate around abstraction vs control — and how some teams are turning away from Kubernetes entirely in favor of simpler tools
What “vibe coding” means in an LLM-driven world, and how voice-to-code workflows are changing how we write infrastructure
Whether the future of Kubernetes is more “visible and accessible,” or further under the hood

If you're a data engineer, MLOps practitioner, platform lead, or simply trying to stay ahead of the curve in infrastructure and AI — this episode is packed with relevant insights from someone who's hands-on with both the tools and the teaching.

Send us a text

Welcome to the cozy corner of the tech world! Datatopics is your go-to spot for relaxed discussions around tech, news, data, and society.

This week, co-host Ben is joined by Jackie Janssen, former Chief Data Officer at CM, author of AI: De Hype Voorbij, and an evangelist for pragmatic, human-centered AI. Together, they trace the winding path from early tech roles to enterprise transformation, exploring how AI can actually serve humans (and not just the hype machine).

In this episode:

Leadership in AI transformation: From KBC to CM, lessons on creating cultural buy-in.
Building effective data teams: Why the first hire isn’t always a data engineer.
AI governance: What makes a strong AI Council and why CEOs should care.
Product and process thinking: How MLOps, data factories, and product mindsets intersect.
Agents and autonomy: The future of work with AI teammates, not just tools.
The human edge in a machine world: A preview of Jackie’s next book on rediscovering humanity in the age of AI.

Curious about Jackie’s take on AI agents, cultural inertia, or what really makes a great data strategy tick? Tune in, you might just find a new way to think about your tech stack and your team.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unpluggedis your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data—unplugged style!

In this episode, we dig deep into a concept everyone pretends to understand: metadata. Joined by our guest Corentin, we unpack what it really means, why it’s more than just “data about data,” and how to make metadata management less of a formality and more of a value driver.

Expect hot takes, real-world metaphors, and zero tolerance for shelfware strategies as we cover:

Defining metadata: Beyond the buzzphrase, into systems thinking
Metadata vs. data governance: Why this split often misses the point
Shop-floor pragmatism: What lean thinking brings to metadata workflows
Common traps: Like starting with tools instead of actual pain points
Driving value: From tribal knowledge to structured, sustainable processes

Whether you're managing a data platform or just wondering why your data catalog feels like a graveyard, this one’s for you.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, host Murilo is joined by returning guest Paolo, Data Management Team Lead at dataroots, for a deep dive into the often-overlooked but rapidly evolving domain of unstructured data quality. Tune in for a field guide to navigating documents, images, and embeddings without losing your sanity.

What we unpack:

Data management basics: Metadata, ownership, and why Excel isn’t everything.
Structured vs unstructured data: How the wild west of PDFs, images, and audio is redefining quality.
Data quality challenges for LLMs: From apples and pears to rogue chatbots with “legally binding” hallucinations.
Practical checks for document hygiene: Versioning, ownership, embedding similarity, and tagging strategies.
Retrieval-Augmented Generation (RAG): When ChatGPT meets your HR policies and things get weird.
Monitoring and governance: Building systems that flag rot before your chatbot gives out 2017 vacation rules.
Tooling and gaps: Where open source is doing well—and where we’re still duct-taping workflows.
Real-world inspirations: A look at how QuantumBlack (McKinsey) is tackling similar issues with their AI for DQ framework.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unpluggedis your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data—unplugged style!

In this episode:

OpenAI asks White House for AI regulation relief: OpenAI seeks federal-level AI policy exceptions in exchange for transparency. But is this a sign they’re losing momentum?
Hot take: GPT-4.5 is a ‘nothing burger’: Is GPT-4.5 actually an upgrade, or just a well-marketed rerun?
Claude 3.7 & Blowing €100 in Two Days: One of the hosts tests Claude extensively—and racks up a pricey bill. Was it worth it?
OpenAI’s Deep Research: How does OpenAI’s new research tool compare to Perplexity?
AI cracks superbug problem in two days: AI speeds up decades of scientific research—should we be impressed or concerned?
European tech coalition demands ‘radical action’ on digital sovereignty: Big names like Airbus and Proton push for homegrown European tech.
Migrating from AWS to a European cloud: A real-world case study on cutting costs by 62%—is it worth the trade-offs?
Docs by the French government: A Notion alternative for open-source government collaboration.
Why people hate note-taking apps: A deep dive into the frustrations with Notion, Obsidian, and alternatives.
Model Context Protocol (MCP): How MCP is changing AI tool integrations—and why OpenAI isn’t on board (yet).
OpenRouter.ai: The one-stop API for switching between AI models. Does it live up to the hype?
OTDiamond.ai: A multi-LLM approach that picks the best model for your queries to balance cost and performance.
Are you polite to AI?: Study finds most people say "please" to ChatGPT—good manners or fear of the AI uprising?
AI refusing to do your work?: A hilarious case of an AI refusing to generate code because it "wants you to learn."

And finally, a big announcement—DataTopics Unplugged is evolving! Stay tuned for an updated format and a fresh take on tech discussions.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

This week, we dive into the latest in AI-assisted coding, software quality, and the ongoing debate on whether LLMs will replace developers—or just make their lives easier:

My LLM Codegen workflow atm: A deep dive into using LLMs for coding, including structured workflows, tool recommendations, and the fine line between automation and chaos.
Cline & Cursor: Exploring VSCode extensions and AI-powered coding tools that aim to supercharge development—but are they game-changers or just fancy autocomplete?
To avoid being replaced by LLMs, do what they can’t: A thought-provoking take on the future of programming, the value of human intuition, and how to stay ahead in an AI-driven world.
The wired brain: Why we should stop using glowing-brain stock images to talk about AI—and what that says about how we understand machine intelligence.
A year of uv: Reflecting on a year of UV, the rising star of Python package managers. Should you switch? Maybe. Probably.
Posting: A look at a fun GitHub project that makes sharing online a little more structured.
Software Quality: AI may generate code, but does it generate good code? A discussion on testing, maintainability, and avoiding spaghetti.
movingWithTheTimes: A bit of programmer humor to lighten the mood—because tech discussions need memes too.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unpluggedis your go-to spot for relaxed discussions on tech, news, data, and society.

This week, we’re unpacking everything from AI-powered vacations (or the lack thereof) to corporate drama, and even a deep dive into the quirks of COBOL. Join Morillo, Bart, and Alex as they navigate the latest happenings in data and tech, including:

Airbnb AI: The CEO of Airbnb thinks AI trip planning is still a pipe dream. Is he right?
Anthropic’s next AI model: A new Claude model could be just weeks away, promising a hybrid of deep reasoning and speed.
OpenAI’s roadmap: Sam Altman lays out vague but ambitious plans, blurring the lines between AI models.
Elon vs. OpenAI: Musk offers $97B for OpenAI, Altman claps back. Just another day in AI power struggles.
RIP Viktor Antonov: The legendary art lead behind Half-Life 2 and Dishonored passes away at 52.
Project Sid AI agents: 1,000 AI agents left to their own devices in Minecraft… What could go wrong?
DeepSeek R1 breaks speed records: The latest AI model boasts a staggering 198 tokens per second.
Perplexity’s Deep Research is now free: A game-changer for AI-powered search? We discuss.
COBOL and the mystery of 1875-05-20: Why do old systems default to weird dates?
Polars Cloud: A new distributed architecture to run Polars anywhere.
Pickle AI avatars: Deepfake yourself into meetings. Ethical? Useful? Just plain weird?
Vim after Bram: How the legendary text editor is surviving after its creator’s passing.
Working Fast and Slow: A take on productivity, deep focus, and why some days just don’t work.
We were wrong about GPUs: Fly.io admits they misjudged the demand for GPU-powered workloads.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unpluggedis your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

This week, we break down some of the biggest developments in AI, investments, and automation:

France’s AI Boom: $85 billion in investments – A look at how a mix of international and domestic funds is fueling France’s AI ecosystem, and why Mistral AI might be Europe's best shot at competing with OpenAI.
Anthropic’s AI Job Index: Who’s using AI at work? – A deep dive into the latest report on how AI is being used in different industries, from software development to education, and the surprising ways automation is creeping into unexpected jobs.
The $6 AI Model: How low can costs go? – Researchers have managed to create a reasoning model for just $6. We unpack how they pulled it off and what this means for the AI landscape.
AI Censorship & Model Distillation: What’s really going on? – A discussion on recent claims that certain AI models come with baked-in censorship, and whether fine-tuning is playing a bigger role than we think.
PromptLayer’s No-Code AI Tools – Are no-code AI development platforms the next big thing?
Predicted Outputs: OpenAI’s approach to efficient code editing – A look at how OpenAI’s "Predicted Outputs" feature could make AI-assisted coding more efficient.
MacOS System Monitoring & Dev Tooling: The geeky stuff – A breakdown of system monitoring tools for Mac users who love to keep an eye on every process running in the background.
Snapshot Testing with Birdie – Exploring the concept of snapshot testing beyond UI testing and into function outputs.
BeeWare & the Python Ecosystem – A look at how BeeWare is helping Python developers build cross-platform applications.
Astral, Ruff, and UV: Python’s performance evolution – The latest from Charlie Marsh on the tools shaping Python development.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Data Topics Unpluggedis your go-to spot for relaxed discussions on tech, news, data, and society.

This week, we’re joined by returning guest Tim Leers, who helps us navigate the ever-evolving landscape of AI regulation, open-source controversies, and the battle for the future of large language models.

Expect deep dives, hot takes, and a sprinkle of existential dread as we discuss:

The EU AI Act and its ripple effects – What does it actually change? And is Meta pulling back on AI development because of it?
Meta’s “Frontier AI” framework – A strategic move or just regulatory camouflage?
OpenAI vs. the world – From copyright drama to OpenAI accusing competitors of using its models, is this just karma in action?
DeepSeek and global AI competition – Why are government agencies banning it, and is it really a game-changer?
The EU’s AI investment plans – Can Europe ever catch up, or is 1.5 billion euros just a drop in the compute ocean?
OpenAI’s sudden love for open source – Sam Altman says they were on the "wrong side of history." Are they really changing, or is this just another strategic pivot?
OpenAI’s latest tech update – we discuss Tim’s experience with o3 and show it live

All that, plus some existential musings on AI’s role in society, competitive dynamics between the US, EU, and China, and whether we’re all just picking our preferred bias in a world of competing LLMs.

Got thoughts? Drop us a comment or question—we might even read it on the next episode!

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

This week, we’re joined by Jonas Soenen, a machine learning engineer at Dataroots, to break down the latest AI shakeups—from DeepSeek R1 challenging OpenAI to new AI automation tools that might just change how we use the internet. Let’s dive in:

DeepSeek R1: Open-source revolution or just open weights? – A new AI model making waves with transparency and cost efficiency. But is OpenAI really at risk?

Reinforcement learning, no tricks needed – How DeepSeek R1 trains without complex search trees or hidden techniques—and why that’s a big deal.

Web LM Arena’s leaderboard – How DeepSeek R1 ranks against OpenAI, Anthropic, and other top models in real-world coding tasks.

Kimi – Another promising open-weight model challenging the AI giants. Could this be the real alternative to GPT-4?

Open-source AI and industry reactions – Why are companies like OpenAI hesitant to embrace open-source AI, and will DeepSeek’s approach change the game?

ByteDance’s surprise AI play – The TikTok parent company is quietly building its own powerful AI models—should OpenAI and Google be worried?

OpenAI’s Stargate project – A massive $500B AI infrastructure initiative—how does this impact AI accessibility and competition?

OpenAI’s Operator:Your new AI assistant? – A browser-based agent that can shop for you, browse the web, and click buttons—but how secure is it?

Midscene & UI-TARS Desktop – AI-powered automation tools that might soon replace traditional workflows.

Nightshade – A new method for artists to poison AI training data, protecting their work from unauthorized AI-generated copies.

Nepenthes – A tool designed to fight back against LLM text scrapers—could this help protect data from being swallowed into future AI models?

AI in music: Paul McCartney vs. AI-generated songs– The legendary Beatle wants stronger copyright protections, but is AI creativity a threat or a tool?

📢 Note: Recent press coverage has clarified key details. Training infrastructure and cost figures mentioned were for DeepSeek V3—DeepSeek R1’s actual training costs have not been officially disclosed.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you’re a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let’s get into the heart of data, unplugged style!

This week, we dive into:

The creative future with AI: is generative AI helping or hurting creators?
Environmental concerns of AI: the hidden costs of AI’s growing capabilities—how much energy do these models actually consume, and is it worth it?
AI copyright controversies: Mark Zuckerberg’s LLaMA model faces criticism for using copyrighted materials like content from the notorious LibGen database.
Trump vs. AI regulation: The former president repeals Biden’s AI executive order, creating a Wild West approach to AI development in the U.S. How will this impact innovation and global competition?
Search reimagined with Perplexity AI: A new era of search blending conversational AI and personalized data unification. Could this be the future of information retrieval?
Apple Intelligence on pause: Apple's AI-generated news alerts face a bumpy road. For more laughs, check out the dedicated subreddit AppleIntelligenceFail.
Rhai scripting for Rust: Empowering Rust developers with an intuitive embedded scripting language to make extensibility a breeze.
Poisoned text for scrapers: Exploring creative ways to protect web content from unauthorized scraping by AI systems.
The rise of the AI Data Engineer: Is this a new role in data science, or are we just rebranding existing skills?

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

In this episode, we delve into the big topics shaping our digital landscape:

Car Expo - Brussels Motor Show: Highlights from Europe’s leading auto show, including Tesla’s Cybertruck debut and an innovative AI-powered car configurator that personalizes your vehicle experience.
Biden Admin’s New AI Chip Export Rules: Exploring restrictions aimed at national security and their impact on global markets, with industry reactions from Nvidia.
Meta and Microsoft’s AI Development Plans: From Meta’s goal to replace mid-level engineers with AI to Microsoft forming a dev-focused AI organization, we unpack their strategies and implications.
Developer Productivity in 2025: How AI tools are changing workflows, boosting efficiency, and introducing new challenges.
UV’s Killer Feature: Discover how ad-hoc environments are transforming development, courtesy of Lukas Valatka's insights.
Doom in a PDF: Yes, you read that right—Doom running inside a PDF! Here’s the source code for all the geeks out there.
Marimo: An exciting new project redefining collaborative development.
AI and Everyday Life: A witty meme highlights AI’s direction—should it help with art and writing, or chores like laundry and dishes?

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we explore:

OpenAI’s O3: Features, O1 Comparison, Release Date & more.
Advent of Code: How LLMs performed on the 2024 coding challenges.
DeepSeek V3: A breakthrough AI model developed for a fraction of GPT-4’s cost, yet rivaling top benchmarks.
Shadow Workspace: How Cursor compares to Copilot with features like integrated models, documentation, and search.
Bolt.new: Why it’s poised to revolutionize web app development with prompt-driven innovation.
O1 Preview’s Chess Hack: When smarter means “cheater” in a fascinating experiment against Stockfish.
Pydantic AI: A new tool bringing structure and intelligence to Python’s AI workflows.
RightTyper: A tool to infer and apply type hints for cleaner, more efficient Python code.
Doom: The Gallery Experience: A whimsical take on art appreciation in a retro gaming environment.
Suno V4: The next-gen music generator, featuring "Bart, the Data Dynamo."
Ghostty Terminal: The terminal emulator developers are raving about.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we wrap up the Rootsconf mini-series with a thrilling finale with Sophie De Coppel and Warre Dreesen's workshop from our internal knowledge-sharing event:

AI Hunger Games: A showdown between AI language models like GPT-4, Claude, and Gemini. Who aced coding, games, and social interactions?
Human vs. Machine: Fun experiments like “Find the Human” and “The Chameleon Game” highlight where humans and AI shine—and stumble.
Model Personalities Explored: Discover why some models seem nerdy, others boastful, and how creativity plays a role in performance.
Engineering Insights: Behind-the-scenes on implementing and testing AI models in competitive scenarios, from advent-of-code puzzles to group chat debates.

Join the fun as hosts and guests break down the playful and thought-provoking ways we’re pushing AI to its limits. Let the games begin!

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode:
Special guest Bram Decoster shares his journey and practical wisdom on developing charisma and confidence. We explore:

The foundations of charisma: How presence, power, and warmth shape effective communication.
Overcoming discomfort: Actionable strategies to tackle mental and physical barriers to confidence.
Public speaking tips: Practical advice for managing nerves and connecting with your audience.
Practical takeaways: Insights from "The Charisma Myth" by Olivia Fox Cabane, including visualization exercises and mindset shifts.
Why charisma matters in data work: The intersection of technical expertise and interpersonal influence in the workplace.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

This week, we’re bringing you a special episode straight from RootsConf, our annual internal knowledge-sharing extravaganza! Hosts Murilo and Bart sit down with Tim and Ben, data strategy experts, for a lively chat about the state of generative AI as it transitions from a buzzword to a business tool.

Highlights from this episode:

Generative AI adoption: Are companies finally moving beyond pilot purgatory?
The environmental cost of AI: Can emerging techniques reduce its heavy energy footprint?
Bridging the knowledge gap: What’s missing for widespread AI adoption in organizations?
Future trends: How generative AI might reshape personalization and business processes in 2025.

Plus, we dive into the Gartner Hype Cycle and its relevance in understanding AI’s journey from innovation to disillusionment and beyond.

Get ready to dive deep into AI’s evolving role and its impact on industries, sustainability, and society. Hit play and join the discussion!

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

This week, Yannick joins the conversation for a lively year-end retrospective on the state of AI, data, and technology in 2024. Whether you're knee-deep in neural networks or just data-curious, this episode offers plenty to ponder.

Grab your coffee, sit back, and explore:

AI’s meteoric rise in 2024: How GenAI went from hype to tangible business tools and what’s ahead for 2025.
Strategic AI adoption: Challenges and best practices for embedding AI into workflows and decision-making processes.
Real-time data: From dynamic pricing to e-commerce triggers, we explore gaps and future trends in event-driven infrastructure.
The ethics and compliance puzzle: A dive into the EU AI Act, data privacy, and the evolving landscape of ethical AI usage.
Developer tools and trends: Productivity boosters like Copilot and the rise of tools like PDM and Ubi in the Python ecosystem.

With reflections on everything from Lakehouse data platforms to open-source debates, this episode is the perfect blend of geeky insights and forward-looking predictions.

Pull up a chair, relax, and let’s dive into the world of data, unplugged style!

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

In this episode, we’re joined by a special guest: Alex Gallego, founder and CEO of Red Panda. Together, we dive deep into building data-intensive applications, the evolution of streaming technologies, and balancing high throughput and low latency demands.

Key topics covered:

What is Red Panda and why it matters: Red Panda’s mission to redefine data streaming while being the fastest Kafka-compatible option on the market.
Batch vs. streaming data: An accessible guide to understanding the classic debate and how the tech landscape is shifting towards unified data frameworks.
Scaling at speed: The challenges and innovations driving Red Panda’s performance optimizations, from zero-copy architecture to storage engines.
AI, ML, and streaming data integration: How Red Panda empowers real-time machine learning and AI-powered workloads with ease.
Open source vs. enterprise models: Navigating licensing challenges and balancing business goals in the hybrid cloud era.
Leadership and career shifts: Alex’s reflections on moving from technical lead to CEO, blending engineering know-how with company vision.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you’re a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let’s get into the heart of data, unplugged style!

In this episode, we are joined by special guest Nico for a lively and wide-ranging tech chat. Grab your headphones and prepare for:

Strava’s ‘Athlete Intelligence’ feature: A humorous dive into how workout apps are getting smarter—and a little sassier.
Frontend frameworks: HTMX is a tough choice: A candid discussion on using React versus emerging alternatives like HTMX and when to keep things lightweight.
Octoverse 2024 trends and language wars: Python takes the lead over JavaScript as the top GitHub language, and we dissect why Go, TypeScript, and Rust are getting love too.
GenAI meets Minecraft: Imagine procedurally generated worlds and dreamlike coherence breaks—Minecraft-style. How GenAI could redefine gameplay narratives and NPC behavior.
OpenAI’s O1 model leak: Insights on the recent leak, what’s new, and its implications for the future of AI.
Tiger Beetle’s transactional databases and testing tales: Nico walks us through Tiger Style, deterministic simulation testing, and why it’s a game changer for distributed databases.
Automated testing for LLMOps: A quick overview of automated testing for large language models and its role in modern AI workflows.
DeepLearning.ai’s short courses: Quick, impactful learning to level up your AI skills.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we cover:

ChatGPT Search: Exploring OpenAI's new web-browsing capability, and how it transforms everything from everyday searches to complex problem-solving.
ChatGPT is a Good Rubber Duck: Discover how ChatGPT makes for an excellent companion for debugging and brainstorming, offering more than a few laughs along the way.
What’s New in Python 3.13: From the new free-threaded mode to the just-in-time (JIT) compiler, we break down the major (and some lesser-known) changes, with additional context from this breakdown and Reddit insights.
UV is Fast on its Feet: How the development of new tools impacts the Python packaging ecosystem, with a side discussion on Poetry and the complexities of Python lockfiles.
Meta’s Llama Training Takes Center Stage: Meta ramps up its AI game, pouring vast resources into training the Llama model. We ponder the long-term impact and their ambitions in the AI space.
OpenAI’s Swarm: A new experimental framework for multi-agent orchestration, enabling AI agents to collaborate and complete tasks—what it means for the future of AI interactions.
PGrag for Retrieval-Augmented Generation (RAG): We explore Neon's integration for building end-to-end RAG pipelines directly in Postgres, bridging vector databases, text embedding, and more.
OSI’s Open Source AI License: The Open Source Initiative releases an AI-specific license to bring much-needed clarity and standards to open-source models.

We also venture into generative AI, the future of AR (including Apple Vision and potential contact lenses), and a brief look at V0 by Vercel, a tool that auto-generates web components with AI prompts.

Send us a text

Welcome to Datatopics Unplugged, where the tech world’s buzz meets laid-back banter. In each episode, we dive into the latest in AI, data science, and technology—perfect for your inner geek or curious mind. Pull up a seat, tune in, and join us for insights, laughs, and the occasional hot take on the digital world.

In this episode, we are joined by Vitale to discuss:

Meta’s video generation breakthrough: Explore Meta’s new “MovieGen” model family that generates hyper-realistic, 16-second video clips with reflections, consistent spatial details, and multi-frame coherence. Also discussed: Sora, a sneak peek at Meta’s open-source possibilities.
For a look back, check out this classic AI-generated video of Will Smith eating spaghetti.

Anthropic’s Claude 3.5 updates: Meet Claude 3.5 and its “computer use” feature, letting it navigate your screen for you.

Easily fine-tune & train LLMs, faster with Unsloth: Discover tools that simplify model fine-tuning and deployment, making it easier for small-scale developers to harness AI’s power. Don’t miss Gerganov’s GitHub contributions in this space, too.

Deno 2.0 release hype: With a splashy promo video, Deno’s JavaScript runtime enters the scene as a streamlined, secure alternative to Node.js.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

In this episode, we dive into the world of data storytelling with special guest Angelica Lo Duca, a professor, researcher, and author. Pull up a chair as we explore her journey from programming to teaching, and dive into the principles of turning raw data into compelling stories.

Key topics include:

Angelica’s background: From researcher to professor and published author

Why write a book?: The motivation, process, and why she chooses books over blogs

About the book: Data Storytelling with Altair and Generative AI

Overview of the book: Who it’s for and the key insights it offers

What is data storytelling and how it differs from traditional dashboards and reports

Why Altair? Exploring Altair and Vega-Lite for effective visualizations

Generative AI’s role: How tools like ChatGPT and DALL-E fit into the data storytelling process, and potential risks like bias in AI-generated images

DIKW Pyramid: Moving from raw data to actionable wisdom using the Data-Information-Knowledge-Wisdom framework

Where to buy her books:
https://www.amazon.com/stores/Angelica-Lo-Duca/author/B0B5BHD5VF
https://www.amazon.com/Become-Great-Data-Storyteller-Change/dp/1394283318
https://www.amazon.com/Data-Storytelling-Altair-Angelica-Duca/dp/1633437922/

Snippet: https://livebook.manning.com/book/data-storytelling-with-altair-and-ai/chapter-10/16

Connect with Angelica on Medium for more articles and insights: https://medium.com/@alod83/about

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow as smoothly as your morning coffee, where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In today's episode:

Remote work and hybrid challenges: Insights from the IMF on remote productivity, plus the challenges of work-life balance and Amazon’s office return with other companies' strategies for bringing employees back to the office.
The fall of Zapata AI: A look at the shutdown of Zapata AI and the struggles in building successful quantum computing ventures.
WTF Python: Exploring Python’s type hints, overloads, and those confusing "WTF" moments. Check out WTFPython.
Data profiling tools: A dive into YData Profiling and Sweetviz for detailed data analysis.
GifCities and personal websites: Reflecting on the fall of GifCities, the retro GIF hub, and discussing Murilo’s blog journey.
Rust’s complexity debate: Discussing the blog post My Negative Views on Rust and whether Rust is too complex or simply misunderstood.
.io domain controversy: Examining the future of the .io domain as the British Indian Ocean Territory transfers sovereignty. Read more on Every.to and MIT Technology Review.
Ducks or AI? A fun challenge to distinguish real ducks from AI-generated ones in the Duck Imposter Game.
Adobe's AI video generator: A discussion on Adobe Firefly’s AI-powered video generator and its potential impact on content creation.

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

In this special one-year anniversary episode, we reminisce about our journey and dive into some intriguing tech stories:

WordPress Governance Drama: We discuss recent issues with WordPress. Find out what’s behind the Automattic and WP Engine tension.
Astral’s Business Model: Charlie Marsh shares insights into how Astral plans to balance open-source ideals with profitability.
Deno 2.0 Release: Deno 2.0 claims to be a “Cargo for JavaScript.” Check out its new features and see how it compares to Node.js.
OpenAI’s Soaring Valuation: OpenAI has hit a staggering $150 billion valuation after raising $6.5 billion in new funding.
Adobe’s GenAI Policy: Adobe clarified their stance on GenAI, ensuring Firefly is only trained on stock images to support creators.
Instructor Library for LLMs: Discover the Instructor library for turning unstructured data into structured outputs with ease.
Repo2txt Tool: Convert your GitHub repo into a single text file using Repo2txt for easy analysis.
Retro PC Fonts Galore: Explore a treasure trove of vintage fonts with the Ultimate Old-School PC Font Pack.
Bop Spotter – Cultural Surveillance: Bop Spotter uses Shazam to capture the music trends and cultural vibes of San Francisco’s Mission District.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

We dive into conversations smoother than your morning coffee (but let’s be honest, just as caffeinated) where industry insights meet light-hearted banter. Whether you’re a data wizard or just curious about the digital chaos around us, kick back and get ready to talk shop—unplugged style!

In this episode:

Farewell Pandas, Hello Future: Pandas is out, and Ibis is in. We're talking faster, smarter data processing—featuring the rise of DuckDB and the powerhouse that is Polars. Is this the end of an era for Pandas?
UV vs. Rye: Forget pip—are these new Python package managers built in Rust the future? We break down UV, Rye, and what it all means for your next Python project.
AI-Generated Podcasts: Is AI about to take over your favorite podcasts? We explore the potential of Google’s Notebook LM to transform content into audio gold.
When AI Steals Your Voice: Jeff Geerling’s voice gets cloned by AI—without his consent. We dive into the wild world of voice cloning, the ethics, and the future of AI-generated media.
Hacking AI with Prompt Injection: Could you outsmart AI? We share some wild strategies from the game Gandalf that challenge your prompt injection skills and teach you how to jailbreak even the toughest guardrails.
Jony Ive’s New Gadget Rumor: Is Jony Ive plotting an Apple killer? Rumors are swirling about a new AI-powered handheld device that could shake up the smartphone market.
Zero-Downtime Deployments with Kamal Proxy: No more downtime! We geek out over Kamal Proxy, the sleek HTTP tool designed for effortless Docker deployments.
Function Calling and LLMs: Get ready for the next evolution in AI—function calling. We discuss its rise in LLMs and dive into the Gorilla project, the leaderboard testing the future of smart APIs.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unplugged is your go-to spot for laid-back banter about the latest in tech, AI, and coding.

In this episode, Jonas joins us with fresh takes on AI smarts, sneaky coding tips, and a spicy CI debate:

OpenAI's GPT-01 ("Strawberry"): The team explores OpenAI’s newest model, its advanced reasoning capabilities, and potential biases in benchmarksbased on training methods. For a deeper dive, check out the Awesome-LLM-Strawberry project.
AI hits 120 IQ: Yep, AI is now officially smarter than most of us. With an IQ of 120, AI is now officially smarter than most humans. We discuss the implications for AI's future role in decision-making and society.
Greppability FTW: Ever struggled to find that one line of code? Greppability is the secret weapon you didn’t know you needed. Bart introduces greppability—a key metric for how easy it is to find code in large projects, and why it matters more than you think.
Pre-commit hooks: Yay or nay? Is pre-commit the best tool for Continuous Integration, or are there better ways to streamline code quality checks? The team dives into the pros and cons and shares their own experiences.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let’s get into the heart of data, unplugged style!

Olympic AI agenda: Discover the grand vision of the Olympic AI agenda and how it’s set to revolutionize the games.

AI and tech innovations at Paris 2024 promise to be game-changers in sports.

Obscure sports fascination: Ever wondered why you can’t stop watching niche sports? Blame it on AI, as we dive into how it’s making you hooked on obscure sports at the Paris Olympics.

Yusuf Dikec memes: Delving into the meme culture surrounding Yusuf Dikec—because who doesn't love a good sports meme?

AI in gymnastics judging: Will AI be the future judge of gymnastics? We delve into the controversial world of AI gymnastics judging and what it means for the sport.

Zoe Hobbs' AI boost: Discover how Olympic sprinter Zoe Hobbs is getting an AI-powered boost to sprint ahead of the competition.

Track and field insights: Using a bird's eye view and detailed statistics to create a great visualization of the 100m final.

Recoloring history: The fascinating process of recoloring the 1924 Paris Olympics—bringing the past to vibrant life.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we dive deep into the fascinating world of AI predictions in sports, with a special focus on the Euro 2024 final between Spain and England. Join us as we explore:

AI Predictions Revisited: Reflecting on the previous episode (listen here) about AI predictions and their accuracy, particularly Snowflake's prediction for Euro 2024.
Challenges of Predictions: The complexities of predicting outcomes in football due to the group stage setup and other factors.
National vs. Club Football: Differences in managing national teams versus club teams and the pressures of player selection.
Valuing Players: Methods to measure the value of players, from ELO ratings to valuing actions by estimating probabilities.
Psychological Pressure: How high-pressure situations impact player performance, referencing the study "Choke or Shine" with examples like Cristiano Ronaldo's goal and the importance of players who perform under pressure.
Technology in Sports: The increasing role of technology in soccer, including goal line tech, offside simulations, and connected ball technology.
Subjectivity of Offside Rules: The challenges of interpreting offside rules and the potential benefits and pitfalls of semi-automated offside technology. More info here.
Technological Impact on Predictions: The influence of technological advancements on predicting outcomes in sports like NBA and soccer, and the potential future of AI in sports officiating.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

Bookmarklet Maker: Discover how to automate tasks with the Bookmarklet Maker, a tool for turning scripts into handy browser bookmarks.

RouteLLM Framework: Explore the RouteLLM framework by LMSys and Anyscale, designed to optimize the cost-performance ratio of LLM routers. Learn more about this collaboration at LMSys and Anyscale.

Q for SQL on CSV/TSV: Meet Q, a command-line tool that lets you run SQL queries directly on CSV or TSV files, simplifying data exploration from your terminal.

DuckDB Community Extensions: Check out the latest updates in DuckDB's community extensions and see how this database system is evolving.

Apple Intelligence and AI Maximalism: Explore Apple's AI strategy, their avoidance of chat UIs, risk management with OpenAI, and the shift of compute costs to users.

Being Glue: Delve into the challenges of being "Glue" at work. Explore why women are more likely to take on non-promotable work and how this affects career progression and workplace dynamics.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we explore:

LLMs Gaming the System: Uncover how LLMs are using political sycophancy and tool-using flattery to game the system. Dive deeper: paper, chain of thought prompting & post on x.
Recording Industry Association of America (RIAA) Sue AI Music Generators: They are taking on Suno and Udio for using copyrighted music to train their models. Some ai generated music that is very similar to existing songs: song 1, song 2, song 3. More on GenAI: midjourney creating copyrighted images, and chatGPT reciting email-adresses.
AI-Powered Olympic Recaps: NBC’s personalized daily recaps with Al Michaels' voice offer a new way to catch up on the Olympics.
Figma’s AI Redesign: Discover Figma’s new AI tools that speed up design and creativity. We debate the tool's value and its application in the design process.
Rabbit R1 Security Flaws: Hackers exposed hardcoded API keys in Rabbit R1’s source code, leading to major security issues. Find out more.
Pyinstrument for Python: Meet Pyinstrument, the easy-to-use Python profiler that optimizes code performance. Explore it on GitHub.
The Ultimate Font - Bart’s dreams come true: Explore the groundbreaking integration of True Type Fonts with AI for dynamic text rendering. Discover more here.
Hot Takes on AI Competition: Google claims no one has a moat in AI, sparking debate on open-source models' future. We also explore Ladybird Browser Project, an independently funded browser project aiming to build a cutting-edge browser engine.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we're joined by the insightful Paolo Léonard to explore the latest advancements and trends in AI and machine learning:

Anthropic has a fast new AI model — and a clever new way to interact with chatbots: Discover Claude 3.5, a game-changing AI model that integrates FAQ documents directly into the chat interface for an unbeatable user experience. We dive into its standout features and why it's a strong competitor to ChatGPT.

Meet Safe Superintelligence Inc: the new company founded by ex-OpenAI chief scientist Ilia Sukmanov. Learn about their mission to safely advance superintelligent AI and the impressive team behind this exciting new venture.

Hugging Face's New Computer Vision Course: Get the scoop on Hugging Face's latest offering, a community-driven computer vision course with hands-on assignments and certifications. Plus, explore their other exciting courses and resources on Scrimba.

What is an AI Engineer? We unpack the term "AI engineer" and discusseswhy titles like "data engineer" or "ML engineer" might be more accurate for these tech wizards.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you’re a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let’s get into the heart of data, unplugged style!

In this episode, join us along with guests Vitale and David as we explore:

Euro 2024 Predictions with AI: Using Snowflake's machine learning models for data-driven predictions and sharing our own predictions.Can animals predict wins better than ML models?
Tech in football: From VAR to connected ball technology, is it all a good idea?
Nvidia overtaking Apple and Microsoft as the biggest tech corporation? Discussing Nvidia's leap to surpass Apple and Microsoft, and the implications for the GPU market and AI development.
Unity Catalog vs. Polaris: Comparing Unity+Delta with Polaris+Iceberg and their roles in data cataloging and management. Explore the details on GitHub Unity Catalog, YouTube, and insights on LinkedIn.
Databricks Data and AI Summit recap: Discussing the biggest announcements from the summit, including Mosaic AI integration, serverless options, and the open-source unity catalog.
Exploring BM25: Discussing the BM25 algorithm and its advancements over traditional TF-IDF for document classification.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow as smoothly as your morning coffee, where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode:

Apple Intelligence is finally here: Apple's latest AI advancements, featuring GenAI images, privacy-first approach, math notes, and a mention of ChatGPT. Dive into this YouTube clip and ponder, will it work as intended?

ChatGPT in a Spreadsheet: Explore the innovative recreation of an entire GPT architecture in a spreadsheet, a nanoGPT designed by @karpathy with about 85,000 parameters.

“How a single ChatGPT mistake cost $10,000” - A clickbait title that stirred controversy on Hacker News, with many arguing the error was their fault entirely, not ChatGPT. Read more community reactions on Bear Blog and LinkedIn.

The ideal PR is 50 lines long: Discuss the perfect pull request length and its impact on code quality, as detailed by Graphite.

Any contribution too small? Delve into the debate on the value of small contributions in the open-source community with SlidevJS.

Adobe overhauls terms of service: Adobe's new terms ensure AI won't be trained on customers’ work, raising important questions about data usage and privacy.

Artists fleeing Instagram to protect their work: Artists are moving away from Instagram to prevent their creations from being used to train Meta's AI. Explore more: Reddit, SWGFL, and Cara.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode we are joined by Christophe Beke, where we discuss the following:

Meta identifies networks pushing deceptive content likely generated by AI: Unpacking Meta’s discovery of AI-generated deep fakes used in political scams and phishing attacks.
Klarna using GenAI to cut marketing costs by $10 million annually: Exploring how Klarna leverages generative AI to save on marketing costs and the broader impact of AI-generated content on branding and creativity.
Apple and OpenAI partnership rumors: Speculating on Apple’s potential partnership with OpenAI and what this partnership mean for Siri and user privacy.
Even the Raspberry Pi is getting in on AI: Exciting new AI capabilities for the Raspberry Pi and the privacy questions they raise. Plus discussion on windows screenshot tools & more privacy concerns.
Nvidia teases next-gen “Rubin” AI chips: Nvidia’s surprising early reveal of their next-gen AI chips—what’s behind the move?
Marker: A new tool for converting PDFs to Markdown: Discovering the Marker library and its perks for converting PDFs while keeping valuable metadata.
Signal EU Market Exit: The privacy-focused app’s decision to leave the EU market over regulatory challenges and the broader debate on privacy vs. security.
Reframing ‘tech debt’: Fresh perspectives on managing technical debt in the fast-paced world of software development.
Our newsletter: Don’t miss out! Subscribe to our data and AI newsletter for the latest headlines and insights.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we dive deep into the fascinating and complex world of AI with our special guest, Senne Batsleer:

De Mol + AI Voices: Exploring the use of AI-generated voices to disguise the mole in the Belgian TV show "The Mole". Our guest, Senne Batsleer, shares insights from their experience with AI voice technology.

Scarlett Johansson vs OpenAI: Delving into the controversy of OpenAI using a voice eerily similar to Scarlett Johansson's in their new AI model. Read more in The Guardian and The Washington Post.

Elon Musk’s xAI Raises $6B: A look into Elon Musk’s latest venture, xAI, and its ambitious funding round, aiming to challenge AI giants like OpenAI and Microsoft.

OpenAI and News Corp’s $250M Deal: The implications of OpenAI’s data deal with News Corp.

Google AI Search Risks: Examining Google's AI search providing potentially dangerous answers based on outdated Reddit comments. Find out more on The Verge and BBC.

Humane’s AI Pin Looking for a Buyer: Discussing the struggles of Humane’s wearable AI device and its search for a buyer following a rocky debut.

PostgREST Turns Databases into APIs: Exploring the concept of turning PostgreSQL databases directly into RESTful APIs, enhancing real-time applications.

Risks of Expired Domain Names: Highlighting the dangers of expired domains and how they can be exploited by hackers.

The 'Dead Internet' Theory: Debating the rise of bots on the web and their potential to surpass human activity online.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode:

Slack's Data Practices: Discussing Slack's use of customer data to build models, the risks of global data leakage, and the impact of GDPR and AI regulations.
ChatGPT's Data Analysis Improvements: Discussing new features in ChatGPT that let you interrogate your data like a pro.
The Loneliness of Data Scientists:Why being a lone data wolf is tough, and how collaboration is the key to success.
Rustworkx for Graph Computation: Evaluating Rustworkx as a robust tool for graphs compared to Networkx.
Dolt - Git for Data: Comparing Dolt and DVC as tools for data version control. Check it out.
Veo by Google DeepMind: An overview of Google's Veo technology and its potential applications.
Ilya Sutskever’s Departure from OpenAI: What does Ilya Sutskever’s exit mean for OpenAI with Jakub Pachocki stepping in?
Hot Takes - No Data Engineering Roadmap? Debating the necessity of a data engineering roadmap and the prominence of SQL skills.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that flow like your morning coffee, where industry insights meet laid-back banter. Whether you're a data aficionado or just curious about the digital age, pull up a chair and let's explore the heart of data, unplugged style!

Stack Overflow and OpenAI Deal Controversy: Discussing the partnership controversy, with users protesting the lack of an opt-out option and how this could reshape the platform. Look into Phind here.
Apple and OpenAI Rumors - could ChatGPT be the new Siri? Examining rumors of ChatGPT potentially replacing Siri, and Apple's AI strategy compared to Microsoft’s MAI-1. Check out more community opinions here.
Hello GPT-4o: Exploring the new era with OpenAI's GPT-4o that blends video, text, and audio for more dynamic human-AI interactions. Discussing AI's challenges under the European AI Act and chatgpt’s use in daily life and dating apps like Bumble.
Claude Takes Europe: Claude 3 now available in the EU. How does it compare to ChatGPT in coding and conversation?
ElevenLabs' Music Generation AI: A look at ElevenLabs' AI for generating music and the broader AI music landscape. How are these algorithms transforming music creation? Check out the AI Song Contest here.
Google Cloud’s Big Oops with UniSuper: Unpack the shocking story of how Google Cloud accidentally wiped out UniSuper’s account. What does this mean for data security and redundancy strategies?
The Great CLI Debate: Is Python really the right choice for CLI tools? We spark the debate over Python vs. Go and Rust in building efficient CLI tools.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we're joined by special guest Maryam Ilyas as we delve into a variety of topics that shape our digital world:

Women’s Healthcare Insights: Exploring the Oura ring's commitment during Women's Health Awareness Month and its role in addressing the underrepresentation of female health conditions in research.
A Deep Dive into the EU AI Act: Examining the AI Act’s implications, including its classification of AI systems (prohibited, high-risk, limited-risk, and minimal-risk), ethical concerns, regulatory challenges & the act's impact on AI usage, particularly regarding mass surveillance at the Paris Olympics.
The Evolution of Music and AI: Reviewing the AI-generated music video for "The Hardest Part" by Washed Out, directed by Paul Trillo, showcasing AI’s growing role in the arts.
Hot Takes on Data Tools: Is combining SQL, PySpark (and Python) in Databricks the most powerful tool in the data space? Let's dissect the possibilities and limitations.

Don't forget to check us out on Youtube too, where you can find a lot more content beyond the podcast!

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we're thrilled to have special guest Mehdi Ouazza diving into a plethora of hot tech topics:

Mehdi Ouazza's Insights into his career, online community and working with DuckDB and MotherDuck.
Demystifying DevRel: Definitions and distinctions in the realm of tech influence (dive deeper here).
Terraform's Licensing Shift: Reactions to HashiCorp's recent changes and its new IBM collaboration, more details here.
Github Copilot Workspace: Exploring the latest in AI-powered coding assistance, comparing with devin.ai and Cody
Snowflake's Arctic LLM: Discussing the latest enterprise AI capabilities and their real-world applications. Read more about Arctic - what it excels at, and how its performance was measured
More legal kerfuffle in the GenAI realm: The ongoing legal debates around AI's use in creative industries, highlighted by a dispute over Drake’s use of late rapper Tupac’s AI-generated voice in diss track & the licensing deal between Financial Times and OpenAI
Future of Data Engineering: Examining the integration of LLMs into data engineering tools. Insights on prompt-based feature engineering and Databricks' English SDK
AI in Music Creation: A little bonus with an AI generated song about Murilo, created with Suno

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado
or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we're joined by special guest Vitale Sparacello, an MLflow Ambassador, to delve into a myriad of topics shaping the current and future landscape of AI and software development:

MLflow Deep Dive: Exploring the MLflow Ambassador program, MLflow's role in promoting MLOps practices, and its expansion to support generative AI technologies.
Introducing Llama 3: Discussing Meta's newest language model, Llama 3, its capabilities, and the nuanced policy of its distribution, featured on platforms like Groq. Read more here.
Emerging AI Tools: Evaluating Open-Parse for advanced text parsing and debating the longevity of PDF documents in the age of advanced AI technologies.
OpenTofu vs. Terraform Drama: Analyzing the ongoing legal dispute between Terraform and OpenTofu, with discussions around code ethics and links to OpenTofu's LinkedIn, and their official blog response.
The Future of AI Devices: Are smartphones the endgame, or is there a future for specialized AI wearables? Speculating on the evolution of AI devices, focusing on the Human AI Pin review, Rabbit R1 and Dot Computer

Go check out the Youtube video after so you don't miss out Murilo in that suit he promised (with a duck tie of course).

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your
morning coffee (but don't), where industry insights meet laid-back banter.
Whether you're a data aficionado or just someone curious about the digital age,
pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, titled, "#46 Debunking Devon, Exploring RAG Frameworks, and Tech for a Better World", our special guest Martin Van Mollekot adds a rich layer of insight to our tech stew, covering everything from 3D-printed humanoids to the harmonious blend of AI and music, all while exploring how tech is cultivating a better world.

3D Printing: Martin discusses building a humanoid using resources from Thingiverse.
AI Generated Music: Exploring Udio, an AI that not only composes music but adds vocals to match your taste.
Devin Debunked: Unpacking the claims of the "First AI Software Engineer" and why it's not quite time to worry about AI taking coding jobs.
GPT-4 Over Humans? A critical look at whether AI could replace junior analysts in the current tech landscape.
The Data Science Dilemma: Is Data Science Dead? Discussing the evolution and future relevance of data science, with Zapier highlighted for its accessible toolset.
RAG Frameworks Galore:. Discover the evolving buffet of RAG frameworks, making data handling smoother – and whether they're up to the hype: Ragflow, Pine Cone, Verba, and R2R.
Tech for a Better World: Martin shares his personal story of how computer vision technology can aid farmers in managing their livestock.
Hip-Hop and Generative AI: How generative AI is stirring up the music industry & tips from Bart on reproducing hit tracks.
The Low-Code Revolution: Martin shares his insights on the rise of low-code/no-code platforms in data management.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, titled "#45 Tech Check: Amazon's AI, Rust vs. Go vs. C++ and the Intricacies of AI in Coding" we are joined by special guest Lukas Valatka as we peel back the layers of AI's reliability and dive into the coding languages shaping our digital futures:

Amazon's "Just Walk Out" Technology: A deep dive into the challenges and human supervision required behind Amazon's cashier-less shopping.
Rust vs. Go vs. C++: Is it time to join the Rust rush? We dive into the language loyalty debate and compare the productivity and features of Rust versus traditional languages like C++ and Go.
The API Balancing Act: The trade-offs of updating PyO3's API with user convenience in mind.
Generative AI and Refactoring: Weighing the upsides and downsides of AI-driven codebase refactors.
Tech Debt and Rust Libraries: Turning tech debt into an asset by internalizing open-source libraries.
Cursor - AI-Powered Programming: Exploring the intrusive potential of AI's filesystem access in code editing.
AirBnB's Open-Source Gambit: Should we invest interest in Airbnb's Chronon, or is it just another big fish in the open-source sea?

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's explore the complex intersections of data, unplugged style!

In this episode #44, titled "Unpacking Open Source: A Look at GX, Monetization, Ruff's Controversy, the xz Hack & more" we're thrilled to have Paolo Léonard joining us to unpack the latest in technology and open-source discussions. Get ready for an enlightening journey through innovation, challenges, and hot takes in the digital realm.

GX Cloud Unveiled: Paolo gives his first impression on the latest cloud data quality tool: GX Cloud
Open source monetization: Delving into the trade-offs between open-source projects, their managed counterparts and other strategies in making open source sustainable financially, with Astral, FastAPI, Prefect’s role in this space.
The Open Source Controversy with Ruff: A discussion on the ethical considerations when open-source projects turn profit-focused, highlighted by Ruff.
Addressing the xz Hack: Delving into the challenges highlighted by the XZ backdoor discovery and how the community responds to these security threats.
Jumping on the Mojo Train?: A conversation on Mojo's decision to open source its standard library and its impact on the future of modular machine learning.
Becoming 'Clout' Certified: Hot takes on the value and impact of clout certification in the tech industry. Read more.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your
morning coffee (but don't), where industry insights meet laid-back banter.
Whether you're a data aficionado or just someone curious about the digital age,
pull up a chair, relax, and let's explore the complex intersections of data,
unplugged style!

In episode #43, titled "The Privacy Paradox - The Tug of War Between Data Privacy and Safety," our special guest Sofie Van Den Eynden guides us through a labyrinth of data privacy issues that challenge our notions of security, consent, and progress.

The DNA Privacy Conundrum: Sofie Van Den Eynden unravels the tensions between the incredible potential of DNA for solving crimes (inspired from Sofie Claerhout's research and historic cases like the Golden State Killer), and the ensuing privacy concerns, exemplified by the 23andMe data breach and the broad implications of such incidents.
Privacy on the Road: A deep dive into the ethical implications of employing smart cameras for road safety and the debate on privacy trade-offs, with a glance at policies in Germany and the Netherlands.
The Cost of Cyber Safety: How much privacy are we willing to sacrifice for safety? Debating the cost of privacy in the fight against cybercrime. Should transaction data be more accessible to prevent fraud?
GenAI and Copyright : We cap off the episode with a discussion on copyright issues in the age of AI, ignited by Kid Rock's interview with Theo Von.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode #42, titled "Unraveling the Fabric of Data: Microsoft's Ecosystem and Beyond," we're joined once again by the tech maestro and newly minted Microsoft MVP, Sam Debruyn. Sam brings to the table a bevy of updates from his recent accolades to the intricacies of Microsoft's data platforms and the world of SQL.

Biz Buzz: From Reddit's IPO to the performance versus utility debate in database selection, we dissect the big moves shaking up the business side of tech. Read about Reddit's IPO.
Microsoft's Fabric Unraveled: Get the lowdown on Microsoft's Fabric, the one-stop AI platform, as Sam Debruyn gives us a deep dive into its capabilities and integration with Azure Databricks and Power BI. Discover more about Fabric and dive into Sam's blog.
dbt Developments: Sam talks dbt and the exciting new SQL tool for data pipeline building with upcoming unit testing capabilities.
Polaris Project: Delving into Microsoft's internal storage projects, including insights on Polaris and its integration with Synapse SQL. Read the paper here.
AI Advances: From the release of Grok-1 and Apple's MM1 AI model to GPT-4's trillion parameters, we discuss the leaps in artificial intelligence.
Stability in Motion: After OpenAI's Sora, we look at Stability AI's new venture into motion with Stable Video. Check out Stable Video.
Benchmarking Debate: A critical look at performance benchmarks in database selection and the ongoing search for the 'best' database. Contemplate benchmarking perspectives.
Versioning Philosophy: Hot takes on semantic versioning and what stability really means in software development. Dive into Semantic Versioning.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In episode #41, titled “Regulations and Revelations: Rust Safety, ChatGPT Secrets, and Data Contracts” we're thrilled to have Paolo Léonard joining us as we unpack a host of intriguing developments across the tech landscape:

In Rust We Trust? White House Office urges memory safety: A dive into the push for memory safety and what it means for programming languages like Python.
ChatGPT's Accidental Leak? Did OpenAI just accidentally leak the next big ChatGPT upgrade?: Speculations on the upcoming enhancements and their impact on knowledge accessibility.
EU AI Act Adoption: EU Parliament officially adopts AI Act: Exploring the landmark AI legislation and its broad effects, with a critical look at potential human rights concerns.
Meet Devin, the AI Engineer: Exploring the capabilities and potential of the first AI software engineer.
Rye's New Stewardship: Astral takes stewardship of Rye: The next big thing in Python packaging and the role of community in driving innovation, with discussions unfolding on GitHub.
Data Contract CLI: A look at data contracts and their importance in managing and understanding data across platforms.
AI and Academic Papers: The influence of AI on academic research, highlighted by this paper and this paper, and how it's reshaping the landscape of knowledge sharing.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In episode #40, titled “Code, Comedy, and Creativity: Navigating the Digital Data Tapestry,” we're unraveling the complex weave of digital innovation, creativity, and humor, with insights from special guests Thomas Winters and Pieter Delobelle, who bring their unique perspectives to our data-driven discussions. Here's what we've got lined up:

AI Humor and Creativity: How do machines understand humor, and can AI actually be funny? Check out the relevant slideshow for a deep dive into AI-assisted humor: 2023 Humor Talk by Thomas Winters
Is “Embeddings” killing Embeddings? Questioning the terminology in AI and its implications.
Tokenizing in Different Languages: Investigating the nuances of good and bad tokenization practices.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In episode #39, titled "Microsoft, Musk, and Extremely Fast Image Gen using SDXL Lightning," we take a spin through the latest tech tremors and thought nuggets. Oh, and don't forget to give a warm welcome to Alex, our enthusiastic intern stepping into the podcast spotlight!

Elon Musk's Legal Drama: Musk takes on OpenAI and Sam Altman over a philosophical fallout.
Microsoft's Smart Bet: Investing a cool $16M in Mistral AI sparks curiosity.
SDXL Lightning Unveiled: A breakthrough in image generation that might just redefine speed.
GPT-Script Evolution: The rise of GPT-Script signals a coding renaissance.
pkgx Drama: Unwrapping the GenAI layer over OSS packages stirs the pot.
Database Dilemma: Questioning the database abundance echoes a common tech gripe.
Sticky Table Headings: A plea to make web table headings sticky finds its voice.

Intro music courtesy of fesliyanstudios.com.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In episode #38, "Open Source AI, SQL Dialects, and New Terminals," we've taken a slight detour from our usual live format to bring you an exceptionally pre-recorded session, packed with the same insightful discussions and a touch of geeky humor.

Tested Midjourney Alpha UI: A first look at the new user interface. Midjourney Alpha UI
When should you give up on a project that doesn't work?: Exploring the fine line between persistence and practicality. When to give up
The Open Source AI Definition – draft v. 0.0.5: Navigating the evolving landscape of open-source AI. Open Source AI Definition
Ghostty: Delving into the latest development logs. Ghostty Devlog
SQL standards are like toothbrushes: Discussing the universal challenge of SQL dialects adoption. SQL standards
Mojo vs. Rust: Comparing performance, Pythonic syntax, and the learning curve. Mojo vs. Rust

Remember, this episode was not broadcasted live but was exceptionally pre-recorded to maintain our tradition of bringing you the most engaging and relevant tech discussions.

Intro music courtesy of fesliyanstudios.com

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In episode #37, titled "Text2Video with Sora and Blazing-Fast Python Packaging," we're joined by guests Vitala Sparacello and Lukas Valatka to navigate the latest tech frontiers. Here's what's on the agenda:

AMD's Open-Source Endeavor: A peek into AMD's quietly funded drop-in CUDA implementation built on ROCm.
Chat with RTX: Nvidia's local AI chatbot promises a revolution in PC interactions.
uv - Python's Speedy Installer: Exploring why uv's lightning-fast package installation is a game-changer for the Python community.
SORA Unveiled: Dive into OpenAI's groundbreaking text to video model and what it means for content creation.
GPT-5's Leap: Insights into how GPT-5 is outperforming its predecessors "across the board."
Google's Gemini 1.5: A look at how Google's latest model scales up to 1 million tokens.
Apple's AI Ambitions: Rumors of AI updates to Spotlight and Xcode could reshape developer experiences.
The AI Copyright Conundrum: Discussing how copyright lawsuits could potentially upend the AI industry.

Intro music courtesy of fesliyanstudios.com.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's dive into episode #36 titled "Altman's Chips, Mojo Gets Fast and TUIs", featuring Nemanja Radojkovic, an MLOps Lead and Educator, as our special guest.

In this episode, we explore a variety of cutting-edge topics:

Text-based User Interfaces (TUIs) Rediscovered: Delving into the resurgence of TUIs with Ratatui and gping. Are we witnessing a TUI renaissance? Ratatui | gping
The Surprising Length of ChatGPT's System Prompt: Unpacking the implications of a 1700 token system prompt. Is there more than meets the eye? Reddit discussion
Mojo Outpaces Rust in DNA Sequence Parsing: A closer look at how Mojo outperforms Rust by 50% in benchmarks. Is Mojo the new king? Modular's blog post
Sam Altman's Vision for the Future of Chips and AI: Examining Altman's ambitious plan to reshape the business of chips and AI with trillions of dollars. WSJ article | Reuters on Microsoft's AI chips
The Real Challenge in Generating Code: Discussing the misconception that generating code is the hard part, with insights into the complexities of software engineering beyond code generation. Nick Scialli's blog

Follow Nemanja on LinkedIn and check out his courses.

Intro music courtesy of fesliyanstudios.com

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, "Mamba to Challenge the Transformer Architecture?", we delve into a spectrum of tech topics and scrutinize the facets of productivity in the engineering realm. Here's a sneak peek of what we're discussing today:

Checkout or Switch: Exploring new tech tools and their necessity. For further reading, check out this article.
Mamba: A Viable Replacement for Transformers?: Discussing Mamba's potential to replace Transformer models in AI, and the paradigm shift it represents. Learn more in this LinkedIn post and look forward to its presentation at the ICLR 2024 conference.
Biggest Productivity Killers in the Engineering Industry: Identifying the top productivity obstacles in engineering, including perfectionism, procrastination, and context-switching. Dive deeper into the topic here.
Meta's Copyright Contradiction: Analyzing Meta's approach to copyright law in protecting its AI model while contesting similar protections for others. More on this discussion can be found here.
Speeding Up Postgres Analytical Queries: Showcasing how pg_analytics enhances Postgres analytical queries by 94x, posing a question on the need for other tools. For more insights, visit this blog post.

Intro music courtesy of fesliyanstudios.com

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

In episode #34, "Thoughts on Sports, Data & AI", we lace up our virtual running shoes and dribble into the intersection of sports, technology, and data. This episode is not just a playground for tech enthusiasts but a stadium where data geeks and sports fans unite. So, grab your favorite sports drink, relax, and let's dive into the heart of data and sports, unplugged style!

AI-Driven Fitness Coaching: Exploring the latest in AI-based running coaches like Trenara and Ultra Trail Coaching.
The Science of Soccer: Delving into VAEP, a cutting-edge framework for valuing soccer player actions.

Intro music courtesy of fesliyanstudios.com.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In This Episode:

OpenAI's Election Strategy: A deep dive into how OpenAI is approaching the 2024 worldwide elections. How OpenAI is approaching 2024 worldwide elections
Tech Quirks: Exploring the idiosyncrasies of the Continuity Camera in Chrome. Is it a magic trick or just poor engineering?
The Rise of Bluesky: Unpacking the significance of Bluesky's newly launched RSS feeds. Bluesky launches RSS feeds
Hot Takes on Data: Tackling the bold statement - Every data transform is technical debt. An exploration of what technical debt really means in the data world. Every data transform is technical debt

Join hosts Murilo and Bart as they navigate these intriguing topics, bringing their unique perspectives and a touch of humor to the table.

Intro music courtesy of fesliyanstudios.com.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In this episode, we're joined by Ben Mellaerts, an expert Data Strategist, to unravel the intricacies of some of the hottest topics in the tech world.

Rabbit R1 AI Action Model: A deep dive into the hype and reality of the Rabbit R1, a potential game-changer in AI.
- The Verge reports on Rabbit R1's release and features
- The R1's rapid sell-out post-CES
NY Times vs. OpenAI: Exploring the implications of the NY Times lawsuit against OpenAI, a case that could shape the future of AI in media.
- The New York Times' perspective on the lawsuit
ChatGPT Store: Unpacking the potential of OpenAI's ChatGPT store and its impact on the tech and data landscape.

Intro music courtesy of fesliyanstudios.com.

🎙️ Episode Special: Insights from RootsConf – The Data Dialogue Series, Part 2

Welcome to part two of our special RootsConf series, presented by Dataroots. This episode delves into more insightful conversations from the fifth annual RootsConf. Join us as we explore two engaging interviews, each shedding light on key aspects of AI, tech, and data evolution.

🤖 Rage Against the Machine with Chiel Mues: Delve into a socio-historical analysis of the AI industry. Chiel Mues takes us on a journey, linking the dots between the industrial revolution and today's tech era. Inspired by the book “Blood in the Machine”, this session will focus on intellectual property and worker’s rights within the AI realm.
📈 Modern BI Explored with Mathieu Sencie & Julien Dosogne: Join us as we unravel the intricacies of Modern BI. Mathieu and Julien dissect how these solutions outpace traditional BI by empowering users through self-service capabilities and data democratization. A futuristic look at the expectations and lessons learned from the past in Business Intelligence.

This episode promises to be a treasure trove of insights for anyone passionate about understanding the depths of technology and its societal impact. Whether you're a seasoned data professional or just dipping your toes into the digital waters, these discussions are sure to spark your curiosity and broaden your horizons.

Don't miss out on this compelling continuation of our RootsConf special!

Intro music courtesy of fesliyanstudios.com 🎵

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you’re a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let’s get into the heart of data, unplugged style!

In this episode, we’re joined by Maryam, an Analytics Engineer with a passion for challenges and a knack for curiosity. From sewing to yoga, Maryam brings a unique perspective to our tech-centric discussions.

Analytics Engineer Insights: Maryam discusses her role, the rise of Analytics Engineers, and their essential tools. Read more about Analytics Engineering.
The Emerging Role of AI Translator: Exploring the link between Analytics Engineers and AI Translators, and the skills required in these evolving fields. Learn about AI Translator.
Mistral AI’s New Developments: Analyzing Mistral AI’s latest model and its implications for the industry. Discover Mistral AI’s update.
ChatGPT – A Double-Edged Sword: Discussing the impacts of ChatGPT on the AI landscape and the pace of innovation. Reflect on ChatGPT’s impact.
ChatGPT & Job Applications: A fresh take on how ChatGPT is influencing job applications and hiring processes.
Engineering Management Insights: Exploring whether becoming an Engineering Manager is a path worth considering.

Intro music courtesy of fesliyanstudios.com.

We streamed live!

🎙️ Episode Special: Insights from RootsConf – The Data Dialogue Series

Welcome to a special episode of our podcast, direct from the halls of the fifth annual RootsConf, brought to you by Dataroots. This year's conference is buzzing with innovative ideas and cutting-edge tech discussions. We're excited to share with you three thought-provoking interviews with some of the most insightful presenters at the event.

🗣️ Exploring the Future with Sophie & Senne: Voice Cloning: Join us as we delve into the fascinating world of voice cloning. Sophie and Senne offer an in-depth look at how this technology is developed and the ethical considerations it brings to the table. It's a blend of technology and responsibility.
💻 Navigating Data Integration Challenges with Nick: We switch gears to data integration challenges with Nick, who also shares his triggering perspective on the role of JavaScript in data solutions. But on a more serious note, it's a practical take on the complexities of integrating cutting-edge tech into existing systems.
📊 Increasing Dashboard Adoption: Insights from Sophie & Ben: Rounding out our interviews, Sophie and Ben discuss strategies to boost the adoption and effectiveness of data dashboards. They emphasize the importance of making these tools accessible and engaging for a broader audience.

Join us for this special episode where we balance deep tech insights with accessible discussions. Perfect for enthusiasts and professionals alike who are keen to stay ahead in the world of data and technology.

Intro music courtesy of fesliyanstudios.com 🎵

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In today's episode Murilo & Bart discuss:

AI and Software Insights

Introducing Gemini: Google's latest AI model
- Google Blog
- Fireship Dev Tweet
- TechCrunch Article on Gemini Demo

Communication and Collaboration in Tech

6 tiny wording tweaks to level up your communication as a software engineer
- Career Cutler

MLOps and Model Development

Navigating the chaos: why you don’t need another MLOps tool
- OpenLayer Blog
ChatGPT's performance on Julia vs. Python and R for LLM Code Generation
- Stochastic Lifestyle

Emerging Tech and Fun Finds

JSONB in SQLite
- SQLite Forum
Wizard Zines for a touch of geekiness
- Wizard Zines
Sports Illustrated's AI author saga
- The Verge Article
Monaspace: A superfamily of fonts for code
- Monaspace

Hot Takes

Paper: You Want My Password or a Dead Patient?
- Cohost Article

Intro music courtesy of fesliyanstudios.com
Check out the episode on YouTube.

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In today's episode, hosts Murilo and Kevin are joined by Tim Van Erum and Frederik Stevens. And discuss the happenings of last week.

OpenAI’s twists and turns

https://www.theverge.com/2023/11/22/23967223/sam-altman-returns-ceo-open-ai
https://openai.com/blog/openai-announces-leadership-transition
https://www.theverge.com/2023/11/20/23968829/microsoft-hires-sam-altman-greg-brockman-employees-openai

AI exploits

https://github.com/protectai/ai-exploits

Sport Analytics / Data Storytelling in Sports

https://www.nba.com/news/kia-mvp-ladder-nov-24-2023-edition

Welcome to another engaging episode of Datatopics Unplugged, the podcast where tech and relaxation intersect. Today, we're excited to host two special guests, Paolo and Tim, who bring their unique perspectives to our cozy corner.

Guests of Today

Paolo: An enthusiast of fantasy and sci-fi reading, Paolo is on a personal mission to reduce his coffee consumption. He has a unique way of measuring his height, at 0.89 Sams tall. With over two and a half years of experience as a data engineer at dataroots, Paolo contributes a rich professional perspective. His hobbies extend to playing field hockey and a preference for the warmer summer season.
Tim: Occasionally known as Dr. Dunkenstein, Tim brings a mix of humor and insight. He measures his height at 0.87 Sams tall. As the Head of Bizdev, he prefers to steer clear of grand titles, revealing his views on hierarchical structures and monarchies.

Topics

Biz Corner:

Kyutai: We delve into France's answer to OpenAI with Paolo Leonard, exploring the implications and future of Kyutai: https://techcrunch.com/2023/11/17/kyutai-is-an-french-ai-research-lab-with-a-330-million-budget-that-will-make-everything-open-source/
GPT-NL: A discussion led by Bart Smeets on the Netherlands' own open language model and its potential impact: https://www.computerweekly.com/news/366558412/Netherlands-starts-building-its-own-AI-language-model

Tech Corner:

Data Quality Insights: A blog post by Paolo on data quality vs. data validation. We'll explore when and why data quality is essential, and evaluate tools like dbt, soda, deequ, and great_expectations: https://dataroots.io/blog/state-of-data-quality-october-2023
Soda Data Contracts: An overview of the newly released OSS Data Contract Engine by Soda. https://docs.soda.io/soda/data-contracts.html

Food for Thought Corner:

Hare - A 100-Year Programming Language: Bart starts a discussion on the ambition of Hare to remain relevant for a century: https://harelang.org/blog/2023-11-08-100-year-language/.

Join us for this mix of expert insights and light-hearted moments. Whether you're deeply embedded in the tech world or just dipping your toes in, this episode promises to be both informative and entertaining!

And, yes. There is a voucher, go to dataroots.io and navigate to the shop (top right) and use voucher code murilos_bargain_blast for a 25EUR discount!

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In today's episode:

Biz corner

AI regulation race
- https://www.aisnakeoil.com/p/what-the-executive-order-means-for
- https://www.ft.com/content/e0574e79-d723-4d94-9681-fae22648e3ad
- https://www.washingtonpost.com/technology/2023/10/25/artificial-intelligence-executive-order-biden/
- https://www.wired.com/story/joe-biden-wants-us-government-algorithms-tested-for-potential-harm-against-citizens

Tech corner

Adoption of the business source license (BSL)
- https://www.hashicorp.com/blog/hashicorp-adopts-business-source-license
- https://www.getdbt.com/blog/licensing-dbt
- https://mariadb.com/bsl-faq-mariadb/
- https://github.com/MaterializeInc/materialize/blob/main/LICENSE
Companies responding to HashiCorp's move to BSL
- https://spacelift.io/blog/spacelift-latest-statement-on-hashicorp-bsl
OpenTofu & HashiCorp's OSS work
- https://opentofu.org/
- https://medium.com/@andrewhertog/contributing-to-terraform-vs-opentofu-26779d480c7f?sk=5343d4a76b390833af621905c858777b
Cyber Resilience Act might kill open-source altogether
- https://www.linuxfoundation.org/blog/understanding-the-cyber-resilience-act
- https://github.blog/2023-07-12-no-cyber-resilience-without-open-source-sustainability/
- https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex:52022PC0454
OSS companies - is it a sustainable way of doing open source?
- https://bun.sh/blog/bun-v1.0
- https://astral.sh/
- https://pydantic.dev/
- https://duckdblabs.com/
We haven't figured out OSS sustainability yet, but the BSL comes close.
- https://curl.se/docs/security.html
- https://xkcd.com/2347/

Intro music courtesy of fesliyanstudios.com

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!

In today's episode:

The Ruff Formatter
- Ruff now has a black-compatible formatter
- https://astral.sh/blog/the-ruff-formatter
PEP 703 – Making the Global Interpreter Lock Optional in CPython
- Proposal for optionally removing the GIL (in Python 3.13)
- https://peps.python.org/pep-0703/
Hey, Computer, Make Me a Font
- AI-generated fonts
- https://serce.me/posts/02-10-2023-hey-computer-make-me-a-font

Intro music courtesy of fesliyanstudios.com

Microsoft announces Python for Excel
- Announcing Python in Excel: Combining the power of Python and the flexibility of Excel.
- https://techcommunity.microsoft.com/t5/excel-blog/announcing-python-in-excel-combining-the-power-of-python-and-the/ba-p/3893439
AI-powered Coca Cola
- Coca‑Cola® Creations Imagines Year 3000 With New Futuristic Flavor and AI-Powered Experience
- https://www.coca-colacompany.com/media-center/coca-cola-creations-imagines-year-3000-futuristic-flavor-ai-powered-experience
40% productivity boost from AI, according to Harvard
- Enterprise workers gain 40 percent performance boost from GPT-4, Harvard study finds
- https://venturebeat.com/ai/enterprise-workers-gain-40-percent-performance-boost-from[…]ewsletter&utm_campaign=ibm-pledges-to-train-two-million-in-ai
Microsoft’s Copilot announcement
- Announcing Microsoft Copilot, your everyday AI companion
- https://blogs.microsoft.com/blog/2023/09/21/announcing-microsoft-copilot-your-everyday-ai-companion/
v0 - AI-powered react components
- What is v0?
- https://v0.dev/faq#what-is-v0
Microsoft looking for a nuclear energy expert
- Microsoft is hiring a nuclear energy expert to help power its AI and cloud data centers
- https://www.cnbc.com/2023/09/25/microsoft-is-hiring-a-nuclear-energy-expert-to-help-power-data-centers.html

Intro music courtesy of fesliyanstudios.com

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

In this episode, together with expert guests Jeroen, Guillaume and our own Murilo, we dive deep into the fascinating world of Edge AI. Where “traditional” AI models can be accessed remotely they often run centrally on a cloud instance, but what do you do when you need an immediate response, or when you don’t want the data to be sent or don’t always have connection? In that case you can use ‘smaller’ models deployed on a device, this is called Edge AI. Edge AI can bring many benefits but there are still some challenges as well.

Tune in to DataTopics to hear our take on Edge AI, what business value it can bring, where it is today and where we see it evolve to next!

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

In this episode, together with guests Berg and Tim, we dive deep into the fascinating world of Artificial General Intelligence (AGI).

The AI applications we see today are often referred to as “narrow AI” (ANI), basically excellent at performing one task and one task only. AGI or Strong AI, refers to the hypothetical intelligence of a machine that exhibits the ability to understand, learn, and apply knowledge in a way comparable to a human being.

But how do we define “comparable to a human being”? Which human being? Are there other definitions? How do topics like alignment and singularity come into the picture? How can we contribute to making sure when we reach this state, we are able to harness this capability? Do we need a moratorium?

Tune in to DataTopics to hear our discussion on these topics and more!

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

In another thought-provoking episode of the Datatopics podcast we embark on a captivating exploration of data monetization. Join us as we gather two distinguished guests, Bart Hamers, head of the center of expertise of analytics and AI at a large bank, and Ben Mellaerts, a dataroots data strategist with Dataroots, to untangle the complex web of generating value from data.

Throughout the episode, together we engage in a though debate, attempting to pinpoint the true essence of data monetization. Addressing common misconceptions, explore the challenges and opportunities associated with data monetization, today and in an ever increasing digital world.

Is data monetization limited to opportunities to sell data or data products or is it more? If so, does this word bring any added value to our lives? (pun intended) How does data privacy fit in? Tune in for our perspective to these and many more questions!

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

In this episode, we'll be discussing a fascinating and rapidly growing technology called digital twins, which is changing the way we design, manufacture, and operate everything from tomato plants to complex machinery and even the world.

Joining us as expert guests on this topic are Paulan Korenhof, Bart Meyers and Tim Leers. Together we explore the basics of digital twins: what are they and as of when do we speak of a digital twin and not just a digital model or digital shadow, when are they useful and when are they not or how mature is this field today?

We also don't shy away from more philosophical topics like the assemblage of the digital twin - where does it start and where does it end -, where is this field going, or the importance of the awareness of digital twin limitations by decision makers.

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

In today's episode - a second one on collaborative data ecosystems - , we're diving into the world of collaborative Intelligence covering topics like federated learning, swarm learning, Edge AI and more groundbreaking approaches that are transforming the landscape of machine learning.

Join our expert guests Thomas Huybrechts and Virginie Marelli as we explore the inner workings of this innovative approach. We'll delve into the core concepts of federated learning, including how it enables organizations to leverage the collective knowledge of distributed data while maintaining data privacy and security. We'll also discuss the practical applications of federated learning in various domains, such as healthcare, finance, and IoT, and how it is being used to address real-world challenges.

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

We are back with a new episode, exploring the fascinating and rapidly evolving field of generative AI. In this episode, your host Kevin is joined by three experts in the field: Murilo, Tim, and Vitale, to discuss the future of generative AI and its potential impact on our world. The conversation delves into the ethical considerations, the challenges that need to be overcome for it to reach its full potential, and the impact it will have on people's lives. Kevin and his guests also explore the exciting possibilities that generative AI presents, such as its potential to transform the way we work and live our lives. Join Kevin, Murilo, Tim, and Vitale for a thought-provoking discussion about the future of generative AI and its implications for society.

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.

In this episode Kevin is joined by Ruben Lasuy - a fellow consultant in the space of GDPR, data governance and data strategy - to explore the so called "Collaborative Data Ecosystems", a datatopic surfing the Solid-protocol wave. But are Solid and its Solid Pods really the trigger for this new concept or is there more at play?

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things. In this third and final episode of a mini-series on AI Ethics, we focus on Explainable AI (X-AI) as a means of understanding what the model considers. The conversation covers topics such as:

What is explainable AI, how does it work and how mature is it?
Does explainability come at a cost, in terms of performance or otherwise?
The benefits of understanding AI models, and the realization they are not limited to ethics and compliance!

In this episode, Tim & I exchange ideas with the esteemed José Antonio Oramas Mogrovejo and Ali Anwar from UAntwerp
Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI. In this second episode of a mini-series on AI Ethics, we zoom in on the role of regulation and legislation to ensure AI remains ethical, addressing complex questions such as:

What is the role of legislation with regard to AI Ethics? Aren’t we going to make things more complex and slow down development?
Is legislation not lagging behind? And how do we reconcile all the regional variations?
The unexpected benefits of creating a “technical person” as a new form of "legal person".

In this episode, Virginie, Tim, Rob Heyman and I tackle these and many more questions with the expert in the room Jan de Bruyne!

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics and AI and get to the bottom of things. In this first episode of a mini-series on AI Ethics, we try to pin down why ethics is such a HOT topic in AI and what is required to make an AI solution "Ethical".

These and many more questions are tackled in this episode with our very own Virginie & Tim and super guests Rob Heyman and Jan de Bruyne!

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by Midjourney

In this podcast we introduce you to the wonders of Airbyte with Frederik de Smedt. Airbyte is an open-source data pipeline platform that serves as an alternative to Stitch data and Fivetran.

Check out more about Airbyte here:

Github
Official website

Tour de Tools is brought to you by Dataroots

Music from Uppbeat (free for Creators!)
thumbnail: the official logo of airbyte

In this podcast we introduce you to the wonders of Intervals.icu with its founder, David Tinker. A beloved technology that analyzes your rides/runs/swims and provides basic and advanced analytics.

Check out more about intervals.icu here:

Website
Forum
Twitter
Strava
Facebook

Tour de Tools is brought to you by Dataroots

Music from Uppbeat (free for Creators!)

Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics and AI and get to the bottom of things. In this summer episode we are joined by Toby Nguyen, Founder of DAIRE. Together Kevin, Murilo Cunha and Toby - a true Metaverse expert - zoom in on the Metaverse and more specifically on the role of data & AI in the Metaverse and vice versa.

Datatopics is brought to you by Dataroots

Music: The Gentlemen - DivKid
The thumbnail is generated by DALLE-2

Today we are joined by Murilo Cunha who talks us through the good, the bad, and the ugly of the Pandas python library and its many alternatives. Pandas is widely used for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series.

Tour de Tools is brought to you by Dataroots

Music from Uppbeat (free for Creators!)
Thumbnail image is generated by Craiyon

Datatopics is hosted by Kevin Missoorten and typically joined by multiple guests. In a side step from our regular Tour de Tools series, we talk about the fuzzy and misunderstood concepts in the world of data, analytics and AI. In miniserie format, we discuss the different angles of these fuzzy datatopics to get to the bottom of things. In this third episode we explore the organisational aspect of going "Data Mesh" - which we concluded in our 2nd episode seems to be the essential part of it.

Music: The Gentlemen - DivKid

We are joined by Hannes Mühleisen, the co-founder of DuckDB and CEO of DuckDB Labs. DuckDB is an in-process SQL OLAP databases management system that is highly simplifying data processing without compromising anything in terms of performance.

Check out more on DuckDB and Hannes here:

DuckDB website
DuckDB Labs website
Hannes' LinkedIn

Datatopics is hosted by Kevin Missoorten and typically joined by multiple guests. In a side step from our regular Tour de Tools series, we talk about the fuzzy and misunderstood concepts in the world of data, analytics and AI. In miniserie format, we discuss the different angles of these fuzzy datatopics to get to the bottom of things. In this second episode we explore the architectural implications of going "Data Mesh".

Music: The Gentlemen - DivKid

Datatopics is hosted by Kevin Missoorten and typically joined by multiple guests. In a side step from our regular Tour de Tools series, we talk about the fuzzy and misunderstood concepts in the world of data, analytics and AI. In miniserie format, we discuss the different angles of these fuzzy datatopics to get to the bottom of things. In this first episode we do a high level exploration of the topic discussed at every data conference this year: “Data Mesh”. Datatopics

Music: The Gentlemen - DivKid

Today we are joined by Swaroop Jagadish, CTO and co-founder of Acryl Data. Acryl Data is the company behind the popular DataHub, the metadata platform for the modern data stack.

Check out more on AcrylData, DataHub and Swaroop here:

Swaroop: LinkedIn, Twitter
acryldata.io
datahubproject.io
Slack community
GitHub

Music from Uppbeat (free for Creators!):
https://uppbeat.io/t/roo-walker/excusez-moi

Today we are joined by Takuma Seno, PhD student, Machine Learning Engineer at SonyAI and the core developer behind d3rlpy. d3rlpy is an offline reinforcement learning library that reached its v1 release in December of 2021.

Also joining us is Virginie Marelli, head of Dataroots Research.

Check out more on d3rlpy and Takuma here:

GitHub repo
Documentation
Takuma's GitHub profile
Takuma's LinkedIn profile

Music from Uppbeat (free for Creators!):
https://uppbeat.io/t/roo-walker/excusez-moi

Today we are joined by Suresh Srinivas and Harsha Chintalapani, co-founders of Collate. Collate is the company behind the open-source OpenMetadata.

Check out more on OpenMetadata here:

open-metadata.org or getcollate.io
via Slack
Github

Music from Uppbeat (free for Creators!):
https://uppbeat.io/t/roo-walker/excusez-moi

Keep posted 👀