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Rlaif

Why experts writing AI evals is creating the fastest-growing companies in history | Brendan Foody

Why experts writing AI evals is creating the fastest-growing companies in history | Brendan Foody

Brendan Foody, CEO of Mercor, discusses the critical role of AI evaluations (evals) in model improvement, detailing how his company achieved unprecedented growth by supplying high-skilled experts to top AI labs. He explores the shift to Reinforcement Learning from AI Feedback (RLAIF), the future of work in an AI-driven economy, and why he believes the path to AGI is paved with better evals, not just more data.

913: LLM Pre-Training and Post-Training 101 — with Julien Launay

913: LLM Pre-Training and Post-Training 101 — with Julien Launay

Julien Launay, CEO of Adaptive ML, discusses the evolution of Large Language Model (LLM) training, detailing the critical shift from pre-training to post-training with Reinforcement Learning (RL). He explains the nuances of RL feedback mechanisms (RLHF, RLEF, RLAIF), the role of synthetic data, and how his company provides the "RLOps" tooling to make these powerful techniques accessible to enterprises. The conversation also explores the future of AI, including scaling beyond data limitations and the path to a "spiky" AGI.

Anthropic co-founder: AGI predictions, leaving OpenAI, what keeps him up at night | Ben Mann

Anthropic co-founder: AGI predictions, leaving OpenAI, what keeps him up at night | Ben Mann

Ben Mann, co-founder of Anthropic, discusses the accelerating progress in AI, forecasting superintelligence by 2028. He details Anthropic's safety-first mission, the "Economic Turing Test" for AGI, the mechanisms of Constitutional AI, and why focusing on alignment created Claude's unique personality.