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DataTopics: All Things Data, AI & Tech

2022-03-25 – 2025-12-01 Podcasts Visit website ↗

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Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics 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!

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

2025-02-27 Listen
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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.

#68 GenAI meets Minecraft, OpenAI’s O1 Leak, Strava’s AI Moves, HTMX vs. React & Octoverse Trends

2024-11-14 Listen
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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.

#66 From Will Smith to Meta's MovieGen: How AI Video Got Real. Plus Claude 3.5’s “Computer Use” & Open Source Tools

2024-10-31 Listen
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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.

#63 What’s Next for Open Source? Astral’s business model, WordPress, Deno 2.0 & One Year of DataTopics!

2024-10-08 Listen
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Charlie Marsh (Astral)

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.

#57 Can the Music Industry Win the Battle Against AI?

2024-07-04 Listen
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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 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.

#55 Can AI Predict Euro 2024 Winners?

2024-06-20 Listen
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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.

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

2024-05-02 Listen
podcast_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. 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 CodySnowflake'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 measuredMore 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 OpenAIFuture of Data Engineering: Examining the integration of LLMs into data engineering tools. Insights on prompt-based feature engineering and Databricks' English SDKAI in Music Creation: A little bonus with an AI generated song about Murilo, created with Suno

#41 Regulations and Revelations: Rust Safety, ChatGPT Secrets, and Data Contracts

2024-03-18 Listen
podcast_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. 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.

An (Almost) Cyber Week Deal of the Century & Data-Driven Basketball

2023-11-27 Listen
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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 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-aihttps://openai.com/blog/openai-announces-leadership-transitionhttps://www.theverge.com/2023/11/20/23968829/microsoft-hires-sam-altman-greg-brockman-employees-openaiAI exploits https://github.com/protectai/ai-exploitsSport Analytics / Data Storytelling in Sports https://www.nba.com/news/kia-mvp-ladder-nov-24-2023-edition

OSS equals marketing?

2023-11-06 Listen
podcast_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. 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-forhttps://www.ft.com/content/e0574e79-d723-4d94-9681-fae22648e3adhttps://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-citizensTech corner Adoption of the business source license (BSL)https://www.hashicorp.com/blog/hashicorp-adopts-business-source-licensehttps://www.getdbt.com/blog/licensing-dbthttps://mariadb.com/bsl-faq-mariadb/https://github.com/MaterializeInc/materialize/blob/main/LICENSECompanies responding to HashiCorp's move to BSLhttps://spacelift.io/blog/spacelift-latest-statement-on-hashicorp-bslOpenTofu & HashiCorp's OSS workhttps://opentofu.org/https://medium.com/@andrewhertog/contributing-to-terraform-vs-opentofu-26779d480c7f?sk=5343d4a76b390833af621905c858777bCyber Resilience Act might kill open-source altogetherhttps://www.linuxfoundation.org/blog/understanding-the-cyber-resilience-acthttps://github.blog/2023-07-12-no-cyber-resilience-without-open-source-sustainability/https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex:52022PC0454OSS companies - is it a sustainable way of doing open source?https://bun.sh/blog/bun-v1.0https://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.htmlhttps://xkcd.com/2347/Intro music courtesy of fesliyanst

TdT x d3rlpy

2022-04-08 Listen
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Virginie Marelli (Dataroots) , Takuma Seno (SonyAI)

Send us a text 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 repoDocumentationTakuma's GitHub profileTakuma's LinkedIn profile Music from Uppbeat (free for Creators!): https://uppbeat.io/t/roo-walker/excusez-moi