#171 - Apple Intelligence, Dream Machine, SSI Inc
Last Week in AI
00:00
Dynamic Decomposition of Goals in AI
This chapter explores a novel method for breaking down high-level goals into a dynamic tree of sub-goals. The speakers highlight the advantages of real-time updates in a language model's goal structure, showcasing enhanced interpretability and adaptive learning in AI.
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Episode notes
Our 171st episode with a summary and discussion of last week's big AI news!
With hosts Andrey Kurenkov (https://twitter.com/andrey_kurenkov) and Jeremie Harris (https://twitter.com/jeremiecharris)
Feel free to leave us feedback here.
Read out our text newsletter and comment on the podcast at https://lastweekin.ai/
Email us your questions and feedback at contact@lastweekin.ai and/or hello@gladstone.ai
Timestamps + Links:
- (00:00:00) Intro / Banter
- Tools & Apps
- (00:03:13) Apple Intelligence: every new AI feature coming to the iPhone and Mac
- (00:10:03) ‘We don’t need Sora anymore’: Luma’s new AI video generator Dream Machine slammed with traffic after debut
- (00:14:48) Runway unveils new hyper realistic AI video model Gen-3 Alpha, capable of 10-second-long clips
- (00:18:21) Leonardo AI image generator adds new video mode — here’s how it works
- (00:22:31) Anthropic just dropped Claude 3.5 Sonnet with better vision and a sense of humor
- Applications & Business
- (00:28:23 ) Sam Altman might reportedly turn OpenAI into a regular for-profit company
- (00:31:19) Ilya Sutskever, Daniel Gross, Daniel Levy launch Safe Superintelligence Inc.
- (00:38:53) OpenAI welcomes Sarah Friar (CFO) and Kevin Weil (CPO)
- (00:41:44) Report: OpenAI Doubled Annualized Revenue in 6 Months
- (00:44:30) AI startup Adept is in deal talks with Microsoft
- (00:48:55) Mistral closes €600m at €5.8bn valuation with new lead investor
- (00:53:12) Huawei Claims Ascend 910B AI Chip Manages To Surpass NVIDIA’s A100, A Crucial Alternative For China
- (00:56:58) Astrocade raises $12M for AI-based social gaming platform
- Projects & Open Source
- Research & Advancements
- (01:12:02) Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
- (01:22:07) Improve Mathematical Reasoning in Language Models by Automated Process Supervision
- (01:28:01) Introducing Lamini Memory Tuning: 95% LLM Accuracy, 10x Fewer Hallucinations
- (01:30:32) An Empirical Study of Mamba-based Language Models
- (01:31:57) BERTs are Generative In-Context Learners
- (01:33:33) SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
- Policy & Safety
- (01:35:16) Sycophancy to subterfuge: Investigating reward tampering in language models
- (01:42:26) Waymo issues software and mapping recall after robotaxi crashes into a telephone pole
- (01:45:53) Meta pauses AI models launch in Europe
- (01:46:44) Refusal in Language Models Is Mediated by a Single Direction
- Sycophancy to subterfuge: Investigating reward tampering in language models
- (01:51:38) Huawei exec concerned over China’s inability to obtain 3.5nm chips, bemoans lack of advanced chipmaking tools
- Synthetic Media & Art
- (02:02:23) Outro + AI Song
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