

#171 - Apple Intelligence, Dream Machine, SSI Inc
This week’s discussion dives into Apple's latest AI features for iOS and macOS, promising intriguing updates for Siri users. Luma’s Dream Machine faces a traffic surge after its launch, raising questions about AI video creation. Meanwhile, advancements from Runway's Gen-3 Alpha and Leonardo's new video mode are game changers. The potential shift of OpenAI to a regular profit model and Huawei's competition with NVIDIA add layers to the evolving AI landscape. Plus, explore emerging language models and the drive to reduce hallucinations in AI.
02:04:01
Apple's AI Strategy
- Apple focuses on AI features, not large language models.
- They prioritize on-device processing and privacy.
AI Video Generation Challenges
- Luma AI's Dream Machine generates AI videos quickly but with artifacts.
- It suggests prompt faithfulness is still an issue in AI video generation.
Claude 3.5 Sonnet Enhancements
- Anthropic's Claude 3.5 Sonnet boasts improved vision and humor capabilities.
- It also introduces "artifacts," allowing code execution and website display.
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Intro
00:00 • 3min
Apple Intelligence and AI Innovations
03:08 • 25min
Shifts in AI Business Models and Leadership
28:23 • 25min
Huawei's Ascend 910 vs. NVIDIA: A Shift in AI Chip Competition
53:06 • 4min
Astrocade's AI Gaming Revolution
56:58 • 4min
The Evolution of Open AI Tools
01:01:03 • 11min
Samba: Revolutionizing Language Modeling
01:12:00 • 16min
Enhancing LLM Accuracy and Reducing Hallucinations
01:27:51 • 3min
Advancements in Language Models: Mamba and BERT's Evolving Roles
01:30:31 • 3min
Dynamic Decomposition of Goals in AI
01:33:54 • 1min
AI Training Challenges and Ethical Implications
01:35:17 • 29min
Refusal in Language Models
Refusal in Language Models
Research on Refusal Mechanisms in AI
Oscar Obeso
Aaquib Syed
Andy Arditi
Recent studies have focused on understanding and controlling refusal behavior in language models. This includes identifying single directions that mediate refusal across various models and proposing methods to mitigate false refusal. These efforts aim to improve the safety and reliability of AI systems by refining their ability to refuse harmful or inappropriate requests.
Astrocade: A History of the Bally Astrocade
Astrocade: A History of the Bally Astrocade
Exploring the Forgotten Console
Unknown Author
This book would delve into the history and technology of the Bally Astrocade, a pioneering console in the early days of home gaming. It would cover its development, notable games, and impact on the gaming industry.

Motion
Push and Pull, Fast and Slow
Darlene R. Stille
Sheree Boyd
Sol Robledo
This book introduces children to the basics of motion by explaining how things move and what makes them stop. It covers concepts like push and pull, fast and slow movements, and more. The book is designed to be both educational and engaging for young readers.
Claude 3.5 Sonnet
Claude 3.5 Sonnet
An AI Model for Advanced Text and Code Generation
Anthropic
Claude 3.5 Sonnet is a sophisticated AI model developed by Anthropic, capable of producing high-quality text and code. It excels in tasks such as writing, coding, and visual data extraction, making it a versatile tool for various applications.

The House of Huawei
Eva Dow

Adept
Robert Finn
Since leaving the States, Susan Milton's life has been quiet, but everything changes when she meets David Braun in London. The book is part of the Adept series by Robert Finn, which explores themes of intrigue and mystery.

The Mamba mentality
How I Play
Kobe Bryant
In this autobiographical book, Kobe Bryant shares his insights on his life and basketball career, highlighting his detailed approach to preparation, both physical and mental. The book includes Bryant's reflections on his leadership, his techniques on the court, and how he studied and competed against other players. It is accompanied by photographs from Hall of Fame photographer Andrew D. Bernstein, capturing Bryant's career from his first to his last NBA game. The book offers a deep dive into the 'Mamba mentality,' which emphasizes the journey over the result and the importance of hard work, dedication, and mental preparation.

Driven
The Virat Kohli Story
Vijay Lokapally
Driven: The Virat Kohli Story, written by Vijay Lokapally, is a detailed account of Virat Kohli's cricketing career. The book covers Kohli's early days, his exploits as a young cricketer, and his transformation into one of the world's top batsmen. It includes interviews with those who have known Kohli closely, such as his childhood coach and teammates, and provides insights into his personal and professional life. The narrative is simple and clear, reflecting Lokapally's extensive experience as a cricket journalist. The book also touches on Kohli's emotional moments, such as his response to personal losses, and his growth as a player and captain[2][4][5].

Chameleon
Mark Burnell

The Dream Machine
M. Mitchell Waldrop
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