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

2025-04-11 Listen
podcast_episode
Murilo , Paolo (dataroots)

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.

#71 Navigating GenAI: How Organizations Must Adapt to Paradigm Shifts – Rootsconf Recap (part 1)

2024-12-12 Listen
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Tim , Murilo , Ben , Bart

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!

#33 Everything is Technical Debt

2024-01-22 Listen
podcast_episode
LLM

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's Election Strategy: A deep dive into how OpenAI is approaching the 2024 worldwide elections. How OpenAI is approaching 2024 worldwide electionsTech 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 feedsHot 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 debtJoin 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.

LLM Updates and Sports Illustrated's Authorial Escapades

2023-12-11 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 Murilo & Bart discuss:

AI and Software Insights Introducing Gemini: Google's latest AI modelGoogle BlogFireship Dev TweetTechCrunch Article on Gemini DemoCommunication and Collaboration in Tech 6 tiny wording tweaks to level up your communication as a software engineerCareer CutlerMLOps and Model Development Navigating the chaos: why you don’t need another MLOps toolOpenLayer BlogChatGPT's performance on Julia vs. Python and R for LLM Code GenerationStochastic LifestyleEmerging Tech and Fun Finds JSONB in SQLiteSQLite ForumWizard Zines for a touch of geekinessWizard ZinesSports Illustrated's AI author sagaThe Verge ArticleMonaspace: A superfamily of fonts for codeMonaspaceHot Takes Paper: You Want My Password or a Dead Patient?Cohost ArticleIntro music courtesy of fesliyanstudios.com Check out the episode on YouTube.

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

2023-11-27 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, 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

Send us a text 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 - DivKidThe thumbnail is generated by Midjourney

Generative AI

2023-03-01 Listen
podcast_episode

Send us a text 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 - DivKidThe thumbnail is generated by Midjourney