Кращі подкасти про Practical Ai (2024)

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Massive AI Update From Adobe, Tech Companies Go Nuclear & ChatGPT Knows Too Much 44:06

11h ago44:06

44:06

Join our Patreon: https://www.patreon.com/AIForHumansShow AI News: Adobe’s Max 2024 showed off a ton of new AI tools like Generative Extend and Project Clean Machine, Amazon and Google are going nuclear (in a good way), rumors swirl around Claude Open 3.5, Nvidia has a great new LLM model that beats GPT-4o & Meta’s new Co-Tracker3 looks amazing. Pl…

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Advancements in AI agents and multi-agent architectures | Oct 14, 2024 001 27:04

5d ago27:04

27:04

In this conversation, Bas Alderding and Koen Ter Velde, founders of AI development agency SevenLab, discuss advancements in AI including multi-agent architectures, OpenAI's new "Swarm" release, and other AI tools that have potential applications for business. They explore the benefits of multi-agent systems, recent developments in video models from…

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Practical workflow orchestration 58:26

7d ago58:26

58:26

Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of failure modes. Adam from Prefect joins us to talk through their open source Python library for orchestration and visibility into python-based pipeline…

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Nobel Prizes For AI Scientists, OpenAI's New Canvas Tool & Huge AI Video Updates 47:23

12d ago47:23

47:23

Join our Patreon: https://www.patreon.com/AIForHumansShow AI News: AI Scientists Geoffrey Hinton & Google DeepMind’s Demmis Hassabis each won Nobel Prizes this week for their AI work, OpenAI is kinda mad at Microsoft for not meeting demand for new servers and launched ChatGPT Canvas, Tesla’s We Robot event will unveil new Robotaxis, Meta MovieGen s…

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Towards high-quality (maybe synthetic) datasets 57:04

3d ago57:04

57:04

As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Berenstein & Ben Burtenshaw, who are building Argilla & Distilabel at Hugging Face, join us to dig into these topics along with synthetic data generatio…

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Introduction to AI and its application in business 59:09

18d ago59:09

59:09

In this conversation, Bas Alderding and Koen Ter Velde, founders of AI development agency SevenLab, discuss the transformative impact of artificial intelligence (AI) on businesses. They explore various applications of AI, the risks associated with its implementation, and the importance of data quality. The conversation also delves into the differen…

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Understanding what's possible, doable & scalable 1:02:23

19d ago1:02:23

1:02:23

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid, but Mike Lewis, an AI architect from Cincinnati, has proven that he can consistently get LLM and GenAI apps to the point of real enterprise value (even with the Big Cos of the world). In this episode, Mike joins us to share some stories from the AI …

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OpenAI Is Worth $150B Now, NotebookLM Takes Over & More AI News 40:44

19d ago40:44

40:44

Join our Patreon: https://www.patreon.com/AIForHumansShow AI News: OpenAI’s got 6 BILLION dollars in new funding and showed off a bunch of AI tools for builders at DemoDay and even teased AI agents, Microsoft’s Copilot launched Voice, Vision & Think Deeper, Pika Labs’ new 1.5 model lets you melt, squish and inflate yourself, a big AI safety bill wa…

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Next Gen AI Is Here: Meta Connect, OpenAI Advanced Voice & More 49:33

26d ago49:33

49:33

Join our Patreon: https://www.patreon.com/AIForHumansShow AI News: Meta unveiled Orion, its new AR headset, along with a multimodal Llama 3.2, updates to it’s AI Raybans and a bunch of AI tools at Meta Connect 2024, OpenAI’s Advanced Voice is here for everyone, a new version of Sora is in training, Sam Altman says we’re only a few thousand days awa…

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GraphRAG (beyond the hype) 55:04

27d ago55:04

55:04

Seems like we are hearing a lot about GraphRAG these days, but there are lots of questions: what is it, is it hype, what is practical? One of our all time favorite podcast friends, Prashanth Rao, joins us to dig into this topic beyond the hype. Prashanth gives us a bit of background and practical use cases for GraphRAG and graph data. Join the disc…

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Major Hollywood Studio AI, OpenAI's New Model Gets Better & More AI News 41:51

1M ago41:51

41:51

Join our Patreon: https://www.patreon.com/AIForHumansShow AI NEWS: Runway has teamed up with Lionsgate to create the world’s first major studio AI model, OpenAI’s o1-preview and o1-mini are VERY good and you get a lot more of them, Suno’s new AI covers tool is amazing, 1x’s Robotics World Simulation show us the future & NotebookLM’s new podcast cre…

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Pausing to think about scikit-learn & OpenAI o1 50:12

1M ago50:12

50:12

Recently the company stewarding the open source library scikit-learn announced their seed funding. Also, OpenAI released “o1” with new behavior in which it pauses to “think” about complex tasks. Chris and Daniel take some time to do their own thinking about o1 and the contrast to the scikit-learn ecosystem, which has the goal to promote “data scien…

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OpenAI’s Strawberry Two Weeks Out... But What Is it? Plus, More AI News! 36:16

1M ago36:16

36:16

Join our Patreon: https://www.patreon.com/AIForHumansShow Join our Discord: https://discord.gg/muD2TYgC8f Breaking AI News: OpenAI’s Strawberry is only two weeks away & we still don’t know exactly what it is. Is there a newer model coming? Plus, Adobe’s new Firefly AI video model looks good, Replit is a cool full pipeline for AI coding, an AI predi…

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Cybersecurity in the GenAI age 51:36

1M ago51:36

51:36

Dinis Cruz drops by to chat about cybersecurity for generative AI and large language models. In addition to discussing The Cyber Boardroom, Dinis also delves into cybersecurity efforts at OWASP and that organization’s Top 10 for LLMs and Generative AI Apps. Join the discussion Changelog++ members save 7 minutes on this episode because they made the…

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AI is more than GenAI 40:05

2M ago40:05

40:05

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI in this episode to give listeners a better mental model. Don’t miss this one if you are wanting to understand the AI ecosystem holistically and how mod…

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New Billion Dollar Start-up From Ex-OpenAI Founder, GPT-Next Is Coming (We Think) & More AI News 45:05

2M ago45:05

45:05

Join our Patreon: https://www.patreon.com/AIForHumansShow AI NEWS: OpenAI co-founder Ilya Sutskever is back! Learn how SSI (Safe Superintelligence) landed a billion dollars in seed funding for the next gen of AI. Plus, OpenAI teases GPT-Next (again) but something might *actually* be on the horizon. Plus, XAI brings a massive AI cluster of H100s onl…

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Metrics Driven Development 42:14

2M ago42:14

42:14

How do you systematically measure, optimize, and improve the performance of LLM applications (like those powered by RAG or tool use)? Ragas is an open source effort that has been trying to answer this question comprehensively, and they are promoting a “Metrics Driven Development” approach. Shahul from Ragas joins us to discuss Ragas in this episode…

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OpenAI's Strawberry & Project Orion, Cursor AI Makes Programming Easy & More Huge AI News 49:22

2M ago49:22

49:22

Join our new Discord! https://discord.gg/muD2TYgC8f AI News: OpenAI’s rumored Strawberry reasoning model is real and might just be paving the way for GPT-5 aka Project Orion according to a huge story in The Information. Plus, GameNGen uses AI to generate DOOM on the fly, Cursor AI is turning everyone into programmers, lots more people are mad at AI…

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Threat modeling LLM apps 54:40

2M ago54:40

54:40

If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day-to-day work. He joins us in this episode to discuss his LLM application security canvas, prompt injections, alignment, and more. Join the discussion …

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Ideogram & Flux Make AI Imaging Too Realistic, OpenAI Updates & More AI News 47:55

2M ago47:55

47:55

Join our Patreon: https://www.patreon.com/AIForHumansShow AI news coming in HOT: Ideogram 2.0 dropped and, along with Flux community updates & Google’s IMAGEN-3, continues to show how AI imaging tools keep improving… but also opens the door to whole new messes. Plus, OpenAI’s drops new blog posts (wee!), Unitree sends their cheap humanoid robot int…

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Grok-2 Is Actually Good, Google's Huge AI Updates & More AI News 52:12

2M ago52:12

52:12

Join our Patreon: https://www.patreon.com/AIForHumansShow XAI surprised us all with the drop of Grok-2 and it’s actually very good, Google’s new Pixel event was AI heavy as Gemini Voice looks to steal OpenAI’s thunder. OpenAI *did* drop a new model but it wasn’t the rumored Strawberry…at least not yet. Plus, AI crowds, way more Flux content and a s…

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Only as good as the data 45:42

2M ago45:42

45:42

You might have heard that “AI is only as good as the data.” What does that mean and what data are we talking about? Chris and Daniel dig into that topic in the episode exploring the categories of data that you might encounter working in AI (for training, testing, fine-tuning, benchmarks, etc.). They also discuss the latest developments in AI regula…

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OpenAI Spirals Into Chaos... Can 'Strawberry' Save it & More AI News 40:04

3M ago40:04

40:04

Join our Patreon: https://www.patreon.com/AIForHumansShow AI NEWS: OpenAI is losing co-founders & getting sued by Elon but might be on the verge of a big new model. Strawberry Q* anyone? Plus, we dig in on Figure Robotics new 02 robot, the amazing Flux image (and soon to be) video AI model, 404Media’s reporting on where Facebook’s AI slop comes fro…

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Gaudi processors & Intel's AI portfolio 46:30

3M ago46:30

46:30

There is an increasing desire for and effort towards GPU alternatives for AI workloads and an ability to run GenAI models on CPUs. Ben and Greg from Intel join us in this episode to help us understand Intel’s strategy as it related to AI along with related projects, hardware, and developer communities. We dig into Intel’s Gaudi processors, open sou…

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OpenAI's GPT-4o Voice Alpha Release, Midjourney & Runway GEN-3 Updates & More AI News 10:52

3M ago10:52

10:52

Big AI news this week: OpenAI’s GPT-4o voice mode starts to leak out to users while they also announced SearchGPT, their big new search product. Also, a new Midjourney update upgrades the best generative AI image tool while Runway GEN-3 introduces image-to-video allowing AI creatives huge new tools to work with. All that and even more in a mini “we…

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Broccoli AI at its best 🥦 42:33

3M ago42:33

42:33

We discussed “🥦 Broccoli AI” a couple weeks ago, which is the kind of AI that is actually good/healthy for a real world business. Bengsoon Chuah, a data scientist working in the energy sector, joins us to discuss developing and deploying NLP pipelines in that environment. We talk about good/healthy ways of introducing AI in a company that uses on-p…

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Meta's New Llama 3.1 is great, OpenAI's GPT-4o Mini & Adobe's AI Update 26:13

3M ago26:13

26:13

Meta’s Llama 3.1 405b parameter model is here, it’s great and Mark Zuckerberg is leading the open source AI movement. Not to be outdone, OpenAI’s GPT-4o Mini arrives, a new study on Universal Basic Income & Adobe releases new Firefly tools. And, Elon does some talking. ALSO WE’RE IN PERSON. WHOO-DOGGY. Join our new Patreon: https://www.patreon.com/…

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Hyperventilating over the Gartner AI Hype Cycle 55:11

3M ago55:11

55:11

This week Daniel & Chris hang with repeat guest and good friend Demetrios Brinkmann of the MLOps Community. Together they review, debate, and poke fun at the 2024 Gartner Hype Cycle chart for Artificial Intelligence. You are invited to join them in this light-hearted fun conversation about the state of hype in artificial intelligence. Join the disc…

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The first real-time voice assistant 43:23

3M ago43:23

43:23

In the midst of the demos & discussion about OpenAI’s GPT-4o voice assistant, Kyutai swooped in to release the first real-time AI voice assistant model and a pretty slick demo (Moshi). Chris & Daniel discuss what this more open approach to a voice assistant might catalyze. They also discuss recent changes to Gartner’s ranking of GenAI on their hype…

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Big Tech Rips YouTube For AI, OpenAI's New AGI Rules & the Shifting Political Landscape of AI 1:11:30

3M ago1:11:30

1:11:30

Join our Patreon: https://www.patreon.com/AIForHumansShow AI News coming in hot: Proof News shows that YouTube transcripts were used to train The Pile, an AI model that NVIDIA, Amazon, Apple & Anthropic all use, A16Z & other Silicon Valley leaders choose a side in the election, OpenAI's new model is leaking info on the steps to AGI & some of our fa…

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Is AI Dying? Plus, OpenAI Leaves China, Hollywood-ready AI Video & a new AI Debate 56:47

3M ago56:47

56:47

Join our new Patreon: https://www.patreon.com/AIForHumansShow AI News coming in hot: Goldman Sachs issued a report that AI is *extremely overhyped*, OpenAI blocks access to its API in China and the rumors are swirling, Anthropic drops the ability to remix its AI programming Artifacts, a slew of new AI video tools make us rethink the entire fabric o…

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Vectoring in on Pinecone 44:13

3M ago44:13

44:13

Daniel & Chris explore the advantages of vector databases with Roie Schwaber-Cohen of Pinecone. Roie starts with a very lucid explanation of why you need a vector database in your machine learning pipeline, and then goes on to discuss Pinecone’s vector database, designed to facilitate efficient storage, retrieval, and management of vector data. Joi…

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Sam Altman Hints at GPT-5, Hands-on with Runway Gen-3 & So Much Robot News 1:06:48

4M ago1:06:48

1:06:48

We Give Talks! Book AI For Humans here: https://www.aiforhumans.show/p/speaking-engagements-bookings/ OpenAI’s Sam Altman dribbled out some new news on GPT-5, Bill Gates talks AI scaling & Google is failing at its climate pledge cuz of Gemini. Plus, a deeeeep dive on Runway’s Gen-3 with some hands-on learnings, Meta’s amazing new 3D-Gen text-to-3d …

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Stanford's AI Index Report 2024 47:06

4M ago47:06

47:06

We’ve had representatives from Stanford’s Institute for Human-Centered Artificial Intelligence (HAI) on the show in the past, but we were super excited to talk through their 2024 AI Index Report after such a crazy year in AI! Nestor from HAI joins us in this episode to talk about some of the main takeaways including how AI makes workers more produc…

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Anthropic's Claude 3.5 Reigns as OpenAI Slips, AI Music Lawsuits & More AI News 54:09

4M ago54:09

54:09

Anthropic's Claude 3.5 Sonnet wows us with its coding ability whilst OpenAI's GPT-4 voice mode is officially delayed. Suno & Udio are sued by all three major record companies which will set in motion a much larger AI discussion & Toys R Us teams with Sora to make a new commercial which is only *slightly* uncanny valley-ish. Plus, a killer AI meme g…

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Apple Intelligence & Advanced RAG 45:08

4M ago45:08

45:08

Daniel & Chris engage in an impromptu discussion of the state of AI in the enterprise. Then they dive into the recent Apple Intelligence announcement to explore its implications. Finally, Daniel leads a deep dive into a new topic - Advanced RAG - covering everything you need to know to be practical & productive. Join the discussion Changelog++ memb…

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New AI Video Tools Take on Hollywood, Where is GPT-4o Voice & Intergalactic Adverts 1:02:12

4M ago1:02:12

1:02:12

The Runway Gen-3 Alpha video model is one of a few new AI tools which has us exploring the impact of AI on Hollywood; including the LumaLabs Dream Machine, GoogleDeepmind advancements in video-to-audio technology and a potential decline in larger productions. We discuss the Microsoft Co-Pilot+ PCs launch and the expectations around GPT-4o's voice m…

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The perplexities of information retrieval 46:08

4M ago46:08

46:08

Daniel & Chris sit down with Denis Yarats, Co-founder & CTO at Perplexity, to discuss Perplexity’s sophisticated AI-driven answer engine. Denis outlines some of the deficiencies in search engines, and how Perplexity’s approach to information retrieval improves on traditional search engine systems, with a focus on accuracy and validation of the info…

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Using edge models to find sensitive data 38:30

4M ago38:30

38:30

We’ve all heard about breaches of privacy and leaks of private health information (PHI). For healthcare providers and those storing this data, knowing where all the sensitive data is stored is non-trivial. Ramin, from Tausight, joins us to discuss how they have deploy edge AI models to help company search through billions of records for PHI. Join t…

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Apple Intelligence, OpenAI's Sora Has Competition & Much More AI News 1:01:45

4M ago1:01:45

1:01:45

Apple Intelligence gives us a lot to unpack, from a new Siri, to an Image model and specifically about how well its privacy wall will work with OpenAI. And oh boy Elon Musk is MAD about it. Then, a Chinese AI video company (Kring AI) and LumaVision AI are turning up the heat on OpenAI’s Sora and go deeper on both in our big ‘Prompt-To-Hollywood’ ex…

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Will AGI Really Happen in 2027?? Plus, NVIDIA's New Tech & More Insane AI News 54:42

5M ago54:42

54:42

Leave us a review on Apple Podcasts or Spotify! This week, a new paper from Leopold Aschenbrenner, a former OpenAI employee, dropped that has AGI hitting as soon as 2027 just as the New York Times broke news on other ex-OpenAI whistleblowers. Maybe we’re not ready for any of this? Plus, NVIDIA shows off new AI tech at Computrex, Tooncrafter is a co…

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Rise of the AI PC & local LLMs 35:37

5M ago35:37

35:37

We’ve seen a rise in interest recently and a number of major announcements related to local LLMs and AI PCs. NVIDIA, Apple, and Intel are getting into this along with models like the Phi family from Microsoft. In this episode, we dig into local AI tooling, frameworks, and optimizations to help you navigate this AI niche, and we talk about how this …

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OpenAI's GPT-5 and Drama, Apple’s Black Box & Other Huge AI News 49:48

5M ago49:48

49:48

PLEASE REVIEW US. WE NEED VALIDATION. OpenAI's new model is in training, but is it GPT-5 or GPT-6? Did Sam Altman lie to the board before he was fired? Former board member Helen Toner says so. Plus, Apple's "black box" AI might lead to an incredible announcement at WWDC. THEN… OpenAI signs deals with VoxMedia and The Atlantic, GitHub's CEO talks ab…

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AI in the U.S. Congress 40:50

5M ago40:50

40:50

At the age of 72, U.S. Representative Don Beyer of Virginia enrolled at GMU to pursue a Master’s degree in C.S. with a concentration in Machine Learning. Rep. Beyer is Vice Chair of the bipartisan Artificial Intelligence Caucus & Vice Chair of the NDC’s AI Working Group. He is the author of the AI Foundation Model Transparency Act & a lead cosponso…

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OpenAI's Very Bad Week, Microsoft's Huge AI Event & Scarlett Johansson is Not Happy 1:03:12

5M ago1:03:12

1:03:12

OpenAI had one of the worst possible weeks yet with three major issues and the Scarlett Johansson mess just keeps getting worse. Plus, the California Senate passed an AI bill that looks pretty bad for now but Anthropic actually learned something about the black box that is AI so…that’s good? Microsoft's Satya Nadella made moves at their big Microso…

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First impressions of GPT-4o 43:30

5M ago43:30

43:30

Daniel & Chris share their first impressions of OpenAI’s newest LLM: GPT-4o and Daniel tries to bring the model into the conversation with humorously mixed results. Together, they explore the implications of Omni’s new feature set - the speed, the voice interface, and the new multimodal capabilities. Join the discussion Changelog++ members save 4 m…

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OpenAI Drama, GPT-4o is VERY good & Google I/O AI Insanity 1:06:56

5M ago1:06:56

1:06:56

OpenAI’s co-founder Ilya Sutskever is out and big questions are swirling around AI alignment, GPT-4o is OpenAI’s brand new model & it’s VERY good and Google bring’s a lot (maybe too much) AI to it’s annual Google I/O event. We got it all! The ‘o’ in GPT-4o stands for ‘omni’ meaning that it can do audio/voice, text and video all at the same time and…

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Full-stack approach for effective AI agents 47:04

5M ago47:04

47:04

There’s a lot of hype about AI agents right now, but developing robust agents isn’t yet a reality in general. Imbue is leading the way towards more robust agents by taking a full-stack approach; from hardware innovations through to user interface. In this episode, Josh, Imbue’s CTO, tell us more about their approach and some of what they have learn…

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Microsoft Vs OpenAI, NVIDIA’s Learning Robots & New Sora Features 58:14

6M ago58:14

58:14

REVIEW THE POD YA DAMN ROBOTS This week... Microsoft has greenlit a big new AI model. Is it a sign that it’s distancing itself from OpenAI? Did OpenAI make the mysterious im-a-gpt-chatbot and why are there TWO of them now? Will NVIDIA’s Dr. Eureka’s robot learning lead to a robot that can finally do our dishes? And why, even with the announcment of…

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Autonomous fighter jets?! 41:13

6M ago41:13

41:13

Yep, you heard that right. Autonomous fighter jets are in the news. Chris and Daniel discuss a modified F-16 known as the X-62A VISTA and autonomous vehicles/ systems more generally. They also comment on the Linux Foundation’s new Open Platform for Enterprise AI. Join the discussion Changelog++ members save 10 minutes on this episode because they m…

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