#192 - ChatGPT Pro, Amazon Nova, GenFM, Llama 3.3, Genie 2
Last Week in AI
Exploring Capacity Density in Large Language Models
This chapter explores the Densing Law of large language models (LLMs), emphasizing capacity density as a crucial metric for assessing performance. It discusses trends in model sizes, improvements in open-source capabilities, and the implications of optimization and compression techniques for AI efficiency.
Our 192nd episode with a summary and discussion of last week's* big AI news!
*and sometimes last last week's
Note: this one was recorded on 12/04 , so the news is a bit outdated...
Hosted by Andrey Kurenkov and Jeremie Harris.
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Sponsors:
- The Generator - An interdisciplinary AI lab empowering innovators from all fields to bring visionary ideas to life by harnessing the capabilities of artificial intelligence.
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In this episode:
- OpenAI launches a $200 ChatGPT Pro subscription with advanced capabilities, while Amazon unveils cost-effective Nova multimodal models at the re:Invent conference.
- Meta releases LLAMA 3.3 70B model, showing significant gains through post-training techniques, and Alibaba introduces QWQ, a reasoning model rivaling OpenAI's O1.
- Amazon collaborates with Anthropic on a massive AI supercomputer project, and Black Forest Labs eyes a $200 million funding round for growth in AI tools.
- New research from DeepMind's Genie 2 generates interactive 3D worlds from text and images, progressing AI's understanding of world models and interactive environments.
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Timestamps + Links:
- (00:00:00) Intro / Banter
- (00:02:34) Sponsor Break
- Tools & Apps
- (00:04:19) OpenAI confirms new $200 monthly subscription, which includes its o1 reasoning model
- (00:10:40) Amazon announces Nova, a new family of multimodal AI models
- (00:17:13) ElevenLabs launches GenFM to turn user content into AI-powered podcasts
- (00:20:21) Google’s new generative AI video model is now available
- Applications & Business
- (00:23:56) Elon Musk files for injunction to halt OpenAI’s transition to a for-profit
- (00:29:40) Amazon Is Building a Mega AI Supercomputer With Anthropic
- (00:34:15) It Sounds an Awful Lot Like OpenAI Is Adding Ads to ChatGPT
- (00:38:23) A16z in Talks to Lead $200 Million Round in Black Forest Labs, Startup Behind AI Images on Grok
- (00:41:10) Bezos Backs AI Chipmaker Vying With Nvidia at $2.6 Billion Value
- Projects & Open Source
- (00:45:25) Meta unveils a new, more efficient Llama model
- (00:50:00) Alibaba releases an ‘open’ challenger to OpenAI’s o1 reasoning model
- (00:55:21) DeMo: Decoupled Momentum Optimization
- (00:57:01) PRIME Intellect Releases INTELLECT-1 (Instruct + Base): The First 10B Parameter Language Model Collaboratively Trained Across the Globe
- (01:03:03) Tencent Launches HunyuanVideo, an Open-Source AI Video Model
- Research & Advancements
- Policy & Safety
- (01:30:56) Commerce Strengthens Export Controls to Restrict China’s Capability to Produce Advanced Semiconductors for Military Applications
- (01:37:33) China retaliates against latest US chip restrictions
- (01:40:52) OpenAI Is Working With Anduril to Supply the US Military With AI
- (01:43:24) On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback
- (01:47:52) AI Safety Researcher Quits OpenAI, Saying Its Trajectory Alarms Her
- (01:51:52) Meta Claims AI Content Was Less than 1% of Election Misinformation
- (01:55:05) Outro
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