#119 - Open Source GPTs, X.AI, Auto-GPT, China’s Censorship of AI, Fake Drake+The Weeknd Colab
04/23/23 • 96 min
2 Listeners
Our 118th episode with a summary and discussion of last week's big AI news!
Read out our text newsletter at https://lastweekin.ai/
Check out Jeremie's new book Quantum Physics Made Me Do It
Quantum Physics Made Me Do It tells the story of human self-understanding through the lens of physics. It explores what we can and can’t know about reality, and how tiny tweaks to quantum theory can reshape our entire picture of the universe. And because I couldn't resist, it explains what that story means for AI and the future of sentienceYou can find it on Amazon in the UK, Canada, and the US — here are the links:
UK version | Canadian version | US version
Outline:
- Applications & Business
- (04:15) Stability AI announces new open-source large language model + OpenAssistant RELEASED! The world's best open-source Chat AI!
- (15:00) Stability AI is on shaky ground as it burns through cash and looks at a management overhaul
- Lighting Round
- (23:12) Elon Musk Creates New Artificial Intelligence Company X.AI
- (28:40) Google’s big AI push will combine Brain and DeepMind into one team
- (30:36) Amazon AWS expands generative AI efforts with Bedrock and CodeWhisperer updates
- (34:00) Samsung wants to release EX1, a human assistant robot, this year
- Research & Advancements
- (36:32) The LLama Effect: How an Accidental Leak Sparked a Series of Impressive Open Source Alternatives to ChatGPT
- (44:00) Auto-GPT and BabyAGI: How ‘autonomous agents’ are bringing generative AI to the masses
- Lighting Round
- (52:15) Researchers used machine learning to improve the first photo of a black hole
- (53:42) Tennis Robot Could Pave Way for Advancement in Fast-Movement Robotics
- (55:16) OpenAI Surprises Open-Source Community, Unveils Consistency Models
- (58:28) Model that uses machine learning methods and patient data at hospital arrival predicts strokes more accurately than current system
- Policy & Safety & Societal Impacts
- (01:00:50) Finally, a realistic roadmap for getting AI companies in check
- (01:07:00) China proposes measures to manage generative AI services
- Lighting Round
Our 118th episode with a summary and discussion of last week's big AI news!
Read out our text newsletter at https://lastweekin.ai/
Check out Jeremie's new book Quantum Physics Made Me Do It
Quantum Physics Made Me Do It tells the story of human self-understanding through the lens of physics. It explores what we can and can’t know about reality, and how tiny tweaks to quantum theory can reshape our entire picture of the universe. And because I couldn't resist, it explains what that story means for AI and the future of sentienceYou can find it on Amazon in the UK, Canada, and the US — here are the links:
UK version | Canadian version | US version
Outline:
- Applications & Business
- (04:15) Stability AI announces new open-source large language model + OpenAssistant RELEASED! The world's best open-source Chat AI!
- (15:00) Stability AI is on shaky ground as it burns through cash and looks at a management overhaul
- Lighting Round
- (23:12) Elon Musk Creates New Artificial Intelligence Company X.AI
- (28:40) Google’s big AI push will combine Brain and DeepMind into one team
- (30:36) Amazon AWS expands generative AI efforts with Bedrock and CodeWhisperer updates
- (34:00) Samsung wants to release EX1, a human assistant robot, this year
- Research & Advancements
- (36:32) The LLama Effect: How an Accidental Leak Sparked a Series of Impressive Open Source Alternatives to ChatGPT
- (44:00) Auto-GPT and BabyAGI: How ‘autonomous agents’ are bringing generative AI to the masses
- Lighting Round
- (52:15) Researchers used machine learning to improve the first photo of a black hole
- (53:42) Tennis Robot Could Pave Way for Advancement in Fast-Movement Robotics
- (55:16) OpenAI Surprises Open-Source Community, Unveils Consistency Models
- (58:28) Model that uses machine learning methods and patient data at hospital arrival predicts strokes more accurately than current system
- Policy & Safety & Societal Impacts
- (01:00:50) Finally, a realistic roadmap for getting AI companies in check
- (01:07:00) China proposes measures to manage generative AI services
- Lighting Round
Previous Episode
#118 - Anthropic vs OpenAI, AutoGPT, RL at Scale, AI Safety, Memeworthy AI Videos
Our 118th episode with a summary and discussion of last week's big AI news!
Check out Jeremie's new book Quantum Physics Made Me Do It
Read out our text newsletter at https://lastweekin.ai/
Stories this week:
- Applications & Business
- Research & Advancements
- Developers Are Connecting Multiple AI Agents to Make More ‘Autonomous’ AI
- Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators
- Lighting Round
- [Not an article] GPT-4 can compress and decompress prompts into non-human-readable forms
- Researchers populated a tiny virtual town with AI (and it was very wholesome)
- Meta releases AI model that can identify items within images
- Another Large Language Model! Meet IGEL: An Instruction-Tuned German LLM Family
- Meet AUDIT: An Instruction-Guided Audio Editing Model Based on Latent Diffusion Models
- Policy & Societal Impacts
- Art & Fun Stuff
Next Episode
#120 - GigaChat + HuggingChat, a LOT of research, EU Act passed, #promptography
Our 120th episode with a summary and discussion of last week's big AI news!
Read out our text newsletter at https://lastweekin.ai/
Check out Jeremie's new book Quantum Physics Made Me Do It
Quantum Physics Made Me Do It tells the story of human self-understanding through the lens of physics. It explores what we can and can’t know about reality, and how tiny tweaks to quantum theory can reshape our entire picture of the universe. And because I couldn't resist, it explains what that story means for AI and the future of sentienceYou can find it on Amazon in the UK, Canada, and the US — here are the links:
UK version | Canadian version | US version
Outline:
(00:00) Intro / Banter
(04:35) Episode Preview
(06:00) Russia's Sberbank releases ChatGPT rival GigaChat + Hugging Face releases its own version of ChatGPT + Stability AI launches StableLM, an open source ChatGPT alternative
(14:30) Stack Overflow joins Reddit and Twitter in charging AI companies for training data + Inside the secret list of websites that make AI like ChatGPT sound smart
(24:45) Big Tech is racing to claim its share of the generative AI market
(27:42) Microsoft Building Its Own AI Chip on TSMC's 5nm Process
(30:45) Snapchat’s getting review-bombed after pinning its new AI chatbot to the top of users’ feeds
(33:30) Create generative AI video-to-video right from your phone with Runway’s iOS app
(35:50) Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
(40:30) Autonomous Agents & Agent Simulations
(46:13) Scaling Transformer to 1M tokens and beyond with RMT
(49:05) Meet MiniGPT-4: An Open-Source AI Model That Performs Complex Vision-Language Tasks Like GPT-4
(50:50) Visual Instruction Tuning
(52:25) AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
(54:05) Performance of ChatGPT on the US Fundamentals of Engineering Exam: Comprehensive Assessment of Proficiency and Potential Implications for Professional Environmental Engineering Practice
(58:20) ChatGPT is still no match for humans when it comes to accounting
(01:01:13) Large Language Models Are Human-Level Prompt Engineers
(01:05:00) RedPajama, a project to create leading open-source models, starts by reproducing LLaMA training dataset of over 1.2 trillion tokens
(01:05:55) Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
(01:08:45) Fundamental Limitations of Alignment in Large Language Models
(01:11:35) Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
(01:15:40) Tool Learning with Foundation Models
(01:17:20) With AI Watermarking, Creators Strike Back
(01:22:02) EU lawmakers pass draft of AI Act, includes copyright rules for generative AI
(01:26:44) How can we build human values into AI?
(01:32:20) How prompt injection can hijack autonomous AI agents like Auto-GPT
(01:34:30) AI Simply Needs a Kill Switch
(01:39:35) Anthropic calls for $15 million in funding to boost the government’s AI risk assessment work
(01:41:48) ‘AI isn’t a threat’ – Boris Eldagsen, whose fake photo duped the Sony judges, hits back
(01:45:20) AI Art Sites Censor Prompts About Abortion
(01:48:15) Outro
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