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DataTopics Unplugged: All Things Data, AI & Tech

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תוכן מסופק על ידי DataTopics. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי DataTopics או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Accidental CEO Podcast

1
72: If You Want to Grow—Stop Fixing the Wrong Problem 16:32

לפני 26 ימים16:32

הפעל מאוחר יותר

רשימות

לייק

אהבתי

16:32

You’re busy—but are you actually growing? In this episode, Nata Salvatori exposes a trap that’s costing service providers time, money, and sanity: chasing busywork that feels productive but doesn’t move the needle. She walks through a clear, five-step growth path—from clarifying your offer, validating through real sales, delivering sustainably, building repeatable systems, to scaling confidently. You’ll learn: How to spot and ditch “fake work” Why clarity beats complexity every time How to use real feedback to validate your offers Delivery tips that prevent burnout System creation that enables scaling How to honor your current phase of growth 📌 Ready to stop spinning your wheels and make real moves? Map your phase, pick your next action, and don’t be afraid to ask for help: 👉 accidentalceo.co/coaching Support the show…

DataTopics Unplugged: All Things Data, AI & Tech « »
Edge AI

לפני שנתיים 44:16

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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
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86 פרקים

#Tech #Dataroots #Data #Tools #Artificial Intelligence #Data Engineering #Machine Learning #Pipeline

DataTopics Unplugged: All Things Data, AI & Tech

Edge AI

DataTopics Unplugged: All Things Data, AI & Tech

published לפני שנתיים

שתפו

MP3•בית הפרקים

Send us a text

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

86 פרקים

#Tech #Dataroots #Data #Tools #Artificial Intelligence #Data Engineering #Machine Learning #Pipeline

כל הפרקים

DataTopics Unplugged: All Things Data, AI & Tech

1
#86 What’s Next for Kubernetes? KubeCon 2025 Recap with Nick Schouten 1:03:20

לפני 11 ימים1:03:20

1:03:20

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 Schroeder — 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.…

DataTopics Unplugged: All Things Data, AI & Tech

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#85 From CDO to author: Jackie Janssen on the evolution of AI and implications for business and society 36:54

לפני 25 ימים36:54

36:54

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 V oorbij, 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.…

DataTopics Unplugged: All Things Data, AI & Tech

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#84 Let’s Get Meta: Why the Metadata You Ignore Might Be Costing You - with Special Guest Corentin 1:01:01

לפני 7 weeks1:01:01

1:01:01

DataTopics Unplugged: All Things Data, AI & Tech

1
#83 Who’s Minding the Metadata? Why Data Quality Matters in GenAI (Quality Time With Paolo) 50:49

לפני 15 weeks50:49

50:49

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.…

DataTopics Unplugged: All Things Data, AI & Tech

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#82 AI Cracked a Decades-Old Science Problem & Europe’s Push for Digital Sovereignty, The Secret Behind MCP, and The Cloud Hack That Slashes Costs By 62%. 1:21:02

לפני 19 weeks1:21:02

1:21:02

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: 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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#81 AI Code Assistants: The Good, The Bad & The Overhyped, plus Python’s UV Glow-Up & Postman’s Existential Crisis 1:12:52

לפני 22 weeks1:12:52

1:12:52

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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#80 AI Agents Run Wild, DeepSeek Breaks Records, Polars Cloud Expands, and Perplexity Reinvents Search 1:07:27

לפני 23 weeks1:07:27

1:07:27

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 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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#79 The $6 AI Model? France’s $85B Bet, DeepSeek's Censorship & The Python Upgrades You Need 1:07:42

לפני 24 weeks1:07:42

1:07:42

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 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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#78 The AI Act Lands, Meta Pauses, OpenAI Complains & DeepSeek Rises 44:36

לפני 25 weeks44:36

44:36

Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Data Topics Unplugged is 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!…

DataTopics Unplugged: All Things Data, AI & Tech

1
#77 DeepSeek R1: The ‘Open’ AI That’s Shaking Up OpenAI - Plus OpenAI’s Operator, Stargate, ByteDance, & more 1:15:38

לפני 26 weeks1:15:38

1:15:38

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 s urprise 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.…

DataTopics Unplugged: All Things Data, AI & Tech

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#76 AI at what cost? Environmental toll, Trump vs AI regulation, creative impact, & poisoned text for AI scrapers. 1:01:44

לפני 27 weeks1:01:44

1:01:44

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?…

DataTopics Unplugged: All Things Data, AI & Tech

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#75 Developer Productivity in 2025: AI Replaces Engineers, Biden’s AI Chip Regulations, UV’s Killer Feature, and Doom in a PDF 1:14:17

לפני 28 weeks1:14:17

1:14:17

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?…

DataTopics Unplugged: All Things Data, AI & Tech

1
#74 Hello 2025! OpenAI’s O3, Deep Seek V3, Bolt.new and Doom Goes Artsy 1:09:35

לפני 29 weeks1:09:35

1:09:35

DataTopics Unplugged: All Things Data, AI & Tech

1
#73 LLM Hunger Games: The Ultimate Showdown - Rootsconf recap (Part 3) 32:09

לפני 31 weeks32:09

32:09

DataTopics Unplugged: All Things Data, AI & Tech

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#72 Mastering Communication in the Workplace – Rootsconf Recap (Part 2) 27:59

לפני 32 weeks27:59

27:59

DataTopics Unplugged: All Things Data, AI & Tech

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#56 What Skills Do You Need to Become an AI Engineer? & Tech Updates: Claude 3.5, Safe Superintelligence Inc. & more 51:39

לפני 1 year51:39

51:39

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'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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#55 Can AI Predict Euro 2024 Winners? 59:37

לפני 1 year59:37

59:37

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, 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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#54 Is Apple Intelligence...Intelligent? & More: $10K "ChatGPT" Error, Adobe's AI Policy & Open-Source Insights 1:08:36

לפני 1 year1:08:36

1:08:36

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 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 Slidev . 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 .…

DataTopics Unplugged: All Things Data, AI & Tech

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#53 Can AI Replace Human Creativity? & Latest Tech Updates (Meta, Klarna GenAI, Apple-OpenAI Partnership & More) 1:21:52

לפני 1 year1:21:52

1:21:52

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 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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#52 Can AI-Generated Voices Fool Us? Insights from 'De Mol' TV Show 1:19:22

לפני 1 year1:19:22

1:19:22

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 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.…

DataTopics Unplugged: All Things Data, AI & Tech

1
#51 Is Data Science a Lonely Profession? 1:22:22

לפני 1 year1:22:22

1:22:22

DataTopics Unplugged: All Things Data, AI & Tech

1
#50 Where Will GPT-4o Take Us? Exploring AI's Future & Latest Updates (Claude 3, Stack Overflow & OpenAI deal and more) 1:12:18

לפני 1 year1:12:18

1:12:18

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 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.…

DataTopics Unplugged: All Things Data, AI & Tech

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#49 How Will the EU AI Act Affect the Future of AI? 1:02:15

לפני 1 year1:02:15

1:02:15

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'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!…

DataTopics Unplugged: All Things Data, AI & Tech

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#48 How Can We Define DevRel in the Tech World? Tech Insights with Mehdi Ouazza 1:20:47

לפני 1 year1:20:47

1:20:47

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'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…

DataTopics Unplugged: All Things Data, AI & Tech

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#47 MLFlow, Llama 3 Unleashed, and the OpenTofu vs. Terraform Drama 1:03:16

לפני 1 year1:03:16

1:03:16

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'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).…

DataTopics Unplugged: All Things Data, AI & Tech

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#46 Debunking Devon, Exploring RAG Frameworks, and Tech for a Better World 1:12:32

לפני 1 year1:12:32

1:12:32

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, 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.…

DataTopics Unplugged: All Things Data, AI & Tech

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#45 Tech Check: Amazon's AI, Rust vs. Go vs. C++ and the Intricacies of AI in Coding 1:01:28

לפני 1 year1:01:28

1:01:28

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, 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?…

DataTopics Unplugged: All Things Data, AI & Tech

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#44 Unpacking Open Source: A Look at GX, Monetization, Ruff's Controversy, the xz Hack & more 1:14:12

לפני 1 year1:14:12

1:14:12

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 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 .…

DataTopics Unplugged: All Things Data, AI & Tech

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#43 The Privacy Paradox - The Tug of War Between Data Privacy and Safety 58:25

לפני 1 year58:25

58:25

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 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 .…

DataTopics Unplugged: All Things Data, AI & Tech

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#42 Unraveling the Fabric of Data: Microsoft's Ecosystem and Beyond 1:27:32

לפני 1 year1:27:32

1:27:32

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 #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 .…

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