พอดคาสท์ Practical Ai ชั้นนำ (2024)

1
AI is more than GenAI 40:05

4d 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…

1
New Billion Dollar Start-up From Ex-OpenAI Founder, GPT-Next Is Coming (We Think) & More AI News 45:05

4d 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…

1
Metrics Driven Development 42:14

11d 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…

1
OpenAI's Strawberry & Project Orion, Cursor AI Makes Programming Easy & More Huge AI News 49:22

11d 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

18d 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. Leave us a comment C…

1
Ideogram & Flux Make AI Imaging Too Realistic, OpenAI Updates & More AI News 47:55

18d 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

25d 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

26d 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

1M 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

1M 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

1M 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…

1
Broccoli AI at its best 🥦 42:33

1M 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

2M 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/…

1
Hyperventilating over the Gartner AI Hype Cycle 55:11

2M 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. Leave us a co…

1
The first real-time voice assistant 43:23

2M 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…

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

2M 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…

1
Is AI Dying? Plus, OpenAI Leaves China, Hollywood-ready AI Video & a new AI Debate 56:47

2M 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…

1
Vectoring in on Pinecone 44:13

2M 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. Lea…

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

2M 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 …

1
Stanford's AI Index Report 2024 47:06

2M 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

2M 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…

1
Apple Intelligence & Advanced RAG 45:08

3M 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. Leave us a comment Changelog++ membe…

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

3M 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…

1
The perplexities of information retrieval 46:08

3M 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…

1
Using edge models to find sensitive data 38:30

3M 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. Leave …

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

3M 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

3M 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…

1
Rise of the AI PC & local LLMs 35:37

3M 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

3M 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

3M 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

4M 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

4M 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. Leave us a comment Changelog++ members save 4 mi…

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

4M 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…

1
Full-stack approach for effective AI agents 47:04

4M 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

4M 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…

1
Autonomous fighter jets?! 41:13

4M 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. Leave us a comment Changelog++ members save 10 minutes on this episode because they ma…

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Mysterious AI Shocks The Internet, Apple’s AI Chip Rumors & Chat with Pirate Software | Ep55 1:23:19

4M ago1:23:19

1:23:19

This week… gpt2-chatbot is a brand new LLM that is VERY good and no one knows where it came from. Is it GPT-5? Probably not but it might be from OpenAI. Then, rumor has it that Apple has new AI silicon on the way and will be dropping it into their new iPads, Vidu is China’s new SORA competitor & the Rabbit R1 had a very, very bad week. Plus… AI Tow…

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Private, open source chat UIs 38:27

4M ago38:27

38:27

We recently gathered some Practical AI listeners for a live webinar with Danny from LibreChat to discuss the future of private, open source chat UIs. During the discussion we hear about the motivations behind LibreChat, why enterprise users are hosting their own chat UIs, and how Danny (and the LibreChat community) is creating amazing features (lik…

1
Meta’s AI Llama 3 Uncensored, Microsoft's Scary Deep Fakes and ChatGPT for Your DNA 1:09:10

5M ago1:09:10

1:09:10

This week… Meta’s Llama 3 model is out and whoo boy it’s good. It’s also free and we’re going to show you how to install an uncensored version. Plus, Mark Zuckerberg drops info on an open metaverse strategy AND updates on the AI Meta Raybans. And maybe a beard?? Plus, OpenCrispr is basically ChatGPT for our genes, DARPA shows that AI can win in a d…

1
Mamba & Jamba 41:15

5M ago41:15

41:15

First there was Mamba… now there is Jamba from AI21. This is a model that combines the best non-transformer goodness of Mamba with good ‘ol attention layers. This results in a highly performant and efficient model that AI21 has open sourced! We hear all about it (along with a variety of other LLM things) from AI21’s co-founder Yoav. Leave us a comm…

1
Udio’s Incredible Music Tool, Adobe’s Big AI Push & Are All Rappers Just AIs Now? 44:19

5M ago44:19

44:19

DROP US A REVIEW, YOU KNOW YOU WANNA. This week… Adobe brings new AI video tools to maket (including OpenAI’s Sora support), the Humane AI Pin aftermath & Drake Vs Kendrick Vs AI. Plus, AI Warper’s viral Lil Yachty slash Joker Viggle video, Tennessee puts an AI deepfake law on the books and the GeekSquad might be going away. Sad times AND THEN… we …

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Udio & the age of multi-modal AI 38:54

5M ago38:54

38:54

2024 promises to be the year of multi-modal AI, and we are already seeing some amazing things. In this “fully connected” episode, Chris and Daniel explore the new Udio product/service for generating music. Then they dig into the differences between recent multi-modal efforts and more “traditional” ways of combining data modalities. Leave us a comme…

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OpenAI Rips YouTube, Elon’s Robotaxis & AI Artist Purz Beats | Ep52 1:24:35

5M ago1:24:35

1:24:35

REVIEW THIS PODCAST. DO IT. RIGHT NOW. This week… the NY Times says OpenAI and others are scraping YouTube for AI training, Sora might just lead to AGI, Elon Musk says Robotaxis are on the way and Spotify AI playlists might be cool.. Plus, Suno.ai turns food recipes into beautiful music, Midjourney makes X-Men from the old west, ChatGPT gets in-pai…

1
RAG continues to rise 48:21

5M ago48:21

48:21

Daniel & Chris delight in conversation with “the funniest guy in AI”, Demetrios Brinkmann. Together they explore the results of the MLOps Community’s latest survey. They also preview the upcoming AI Quality Conference. Leave us a comment Changelog++ members save 4 minutes on this episode because they made the ads disappear. Join today! Sponsors: Th…

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OpenAI’s Big Secret Stargate, Apple AI Heats Up & Sora Filmmakers The Shy Kids | Ep51 1:28:57

5M ago1:28:57

1:28:57

REVIEW US WE NEED VALIDATION This week… OpenAI & Microsoft are making a 100 billion dollar AI center called Stargate, Apple is showing off some very cool AI agent tech & surprise… Grok 1.5 is actually worse than Grok 1.0. Plus, jailbreaking ChatGPT with DAN to make a better boyfriend, Joe Biden wants all government agencies to have AI offices, a ne…

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Should kids still learn to code? 39:22

5M ago39:22

39:22

In this fully connected episode, Daniel & Chris discuss NVIDIA GTC keynote comments from CEO Jensen Huang about teaching kids to code. Then they dive into the notion of “community” in the AI world, before discussing challenges in the adoption of generative AI by non-technical people. They finish by addressing the evolving balance between generative…

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OpenAI Goes Hollywood, Cool AI Gadgets & Director Fiona Nova | Ep50 1:20:00

6M ago1:20:00

1:20:00

This week…OpenAI uses Sora to court Hollywood, the Humane AI pin isn’t bad, Microsoft yoinks Pi AI’s team and RIP Stable Diffusion? Hopefully not but big changAIs are afoot. Plus, Mixtral plays DOOM via ASCII, Ubisoft opens the door to AI with NEO NPC, free AI tool Viggle helps you animate photos and PFFT.ai tells us AI jokes, not good ones but sti…

1
AI vs software devs 57:02

6M ago57:02

57:02

Daniel and Chris are out this week, so we’re bringing you conversations all about AI’s complicated relationship to software developers from other Changelog pods: JS Party, Go Time & The Changelog. Leave us a comment Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today! Sponsors: Neo4j – Is your code get…

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Nvidia’s Insane AI Chip, Apple Gets Serious & Sam Altman Talks GPT-5 | Ep49 44:27

6M ago44:27

44:27

This week… Nvidia’s Jensen Huang introduced Blackwell their new, high powered AI chip, Apple & Google may be working together on AI and OpenAI’s Sam Altman GOES OFF. Nvidia also dropped Project Gr00t, a robotics chip and in the Omniverse has started torturing virtual robots, Elon Musk says we need to find a way to give everyone high income UBI becu…

1
Prompting the future 46:01

6M ago46:01

46:01

Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history, and help your organization collaborate as a team. Jared provides exp…

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