⚡️Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect

Latent Space · Beginner ·🧠 Large Language Models ·10mo ago
Claude 4 controversies, reactions, LMArena and all that jazz. References: Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment : https://x.com/willccbb/status/1925389814926647334?s=46 Verifiers: https://github.com/willccbb/verifiers Timestamps 00:00 Introduction to the Podcast and Guests 01:00 Discussion on Claude 4 and AI Models 03:07 Extended Thinking and Tool Use in AI 06:47 Technical Highlights and Model Trustworthiness 10:31 Thinking Budgets and Their Implications 13:38 Controversy Surrounding Opus and AI Ethics 18:49 Reflections on AI Tools and Their…
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Chapters (17)

Introduction to the Podcast and Guests
1:00 Discussion on Claude 4 and AI Models
3:07 Extended Thinking and Tool Use in AI
6:47 Technical Highlights and Model Trustworthiness
10:31 Thinking Budgets and Their Implications
13:38 Controversy Surrounding Opus and AI Ethics
18:49 Reflections on AI Tools and Their Limitations
21:58 The Chaos of Predictive Systems
22:56 Marketing and Safety in AI Models
24:30 Evaluating AI Companies and Their Strategies
25:53 The Role of Academia in AI Evaluations
27:43 Teaching Taste in Research
28:41 Making Educated Bets in AI Research
30:12 Recent Developments in Multi-Turn Tool Use
32:50 Incentivizing Tool Use in AI Models
34:45 The Future of Reward Models in AI
39:10 Exploring Flexible Reward Systems

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