DataTopics Unplugged: All Things Data, AI & Tech

• #80 AI Agents Run Wild, DeepSeek Breaks Records, Polars Cloud Expands, and Perplexity Reinvents Search

  Send us a textWelcome 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.

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

  Send us a textWelcome 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.

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• #78 The AI Act Lands, Meta Pauses, OpenAI Complains & DeepSeek Rises

  Send us a textWelcome 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 liveAll 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!

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

  Send us a textWelcome 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.

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

  Send us a textWelcome 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?

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