#38 Open Source AI, SQL Dialects, and New Terminals

DataTopics Unplugged: All Things Data, AI & Tech

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

46:39

“If we march into that village and we start trying to persecute people for using poison, something that's very illegal, nobody's going to talk to us. We're not going to find out where the poison came from. We're not going to be able to shut anything down. We should take the approach that people are using poison because they're desperate, because they see no other alternative.” – Andrew Stein Andrew Stein is a wildlife ecologist who spent the past 25 years studying human carnivore conflict from African wild dogs and lions in Kenya and Botswana to leopards and hyenas in Namibia. His work has long focused on finding ways for people and predators to coexist. He is the founder of CLAWS , an organization based in Botswana that's working at the intersection of cutting-edge wildlife research and community driven conservation. Since its start in 2014 and official launch as an NGO in 2020, CLAWS has been pioneering science-based, tech-forward strategies to reduce conflict between people and carnivores. By collaborating closely with local communities, especially traditional cattle herders, CLAWS supports both species conservation and rural livelihoods—making coexistence not just possible, but sustainable.…

大约1年之前 1:23:46

MP3•单集首页

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

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

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

Intro music courtesy of fesliyanstudios.com

章节

1. #38 Open Source AI, SQL Dialects, and New Terminals (00:00:00)

2. Data Topics Unplugged (00:00:15)

3. Mid Journey Features and UI Update" (00:07:42)

4. Implications of Open Source AI (00:18:31)

5. Fake Productivity in Hobby Projects (00:30:44)

6. Navigating SQL Language Dialects and Migration (00:44:59)

7. Mojo vs. Rust (00:56:56)

8. Comparison of Mojo and Ghosty (01:06:09)

9. Raycast vs. Warp (01:12:05)

83集单集

#38 Open Source AI, SQL Dialects, and New Terminals

DataTopics Unplugged: All Things Data, AI & Tech

published 大约1年之前

MP3•单集首页

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.

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

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

Intro music courtesy of fesliyanstudios.com

章节

1. #38 Open Source AI, SQL Dialects, and New Terminals (00:00:00)

2. Data Topics Unplugged (00:00:15)

3. Mid Journey Features and UI Update" (00:07:42)

4. Implications of Open Source AI (00:18:31)

5. Fake Productivity in Hobby Projects (00:30:44)

6. Navigating SQL Language Dialects and Migration (00:44:59)

7. Mojo vs. Rust (00:56:56)

8. Comparison of Mojo and Ghosty (01:06:09)

9. Raycast vs. Warp (01:12:05)

83集单集

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

כל הפרקים

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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, 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.…

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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! 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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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?…

1
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1
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14 weeks之前1:09:35

1:09:35

Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society. Dive into conversations that flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style! In this episode, we explore: OpenAI’s O3 : Features, O1 Comparison, Release Date & more. Advent of Code : How LLMs performed on the 2024 coding challenges. DeepSeek V3 : A breakthrough AI model developed for a fraction of GPT-4’s cost, yet rivaling top benchmarks. Shadow Workspace : How Cursor compares to Copilot with features like integrated models, documentation, and search. Bolt.new : Why it’s poised to revolutionize web app development with prompt-driven innovation. O1 Preview’s Chess Hack : When smarter means “cheater” in a fascinating experiment against Stockfish. Pydantic AI : A new tool bringing structure and intelligence to Python’s AI workflows. RightTyper : A tool to infer and apply type hints for cleaner, more efficient Python code. Doom: The Gallery Experience : A whimsical take on art appreciation in a retro gaming environment. Suno V4 : The next-gen music generator, featuring "Bart, the Data Dynamo." Ghostty Terminal : The terminal emulator developers are raving about.…

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

16 weeks之前32:09

32:09

Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society. Dive into conversations that flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style! In this episode, we wrap up the Rootsconf mini-series with a thrilling finale with Sophie De Coppel and Warre Dreesen's workshop from our internal knowledge-sharing event: AI Hunger Games: A showdown between AI language models like GPT-4, Claude, and Gemini. Who aced coding, games, and social interactions? Human vs. Machine: Fun experiments like “Find the Human” and “The Chameleon Game” highlight where humans and AI shine—and stumble. Model Personalities Explored: Discover why some models seem nerdy, others boastful, and how creativity plays a role in performance. Engineering Insights: Behind-the-scenes on implementing and testing AI models in competitive scenarios, from advent-of-code puzzles to group chat debates. Join the fun as hosts and guests break down the playful and thought-provoking ways we’re pushing AI to its limits. Let the games begin!…

1
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17 weeks之前27:59

27:59

1
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18 weeks之前35:20

35:20

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!…

1
#70 What's Next for AI? A Recap of 2024 and Predictions for 2025 1:52:52

19 weeks之前1:52:52

1:52:52

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1
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