OpenAI's Chip Factories 💻 // Perplexity AI's rabbit r1 🐇 // Code Prompting Improves LLMs 🔍

OpenAI plans to set up chip factories worth $100 billion to reduce reliance on existing chipmakers and tackle potential supply shortages. The rabbit r1, which integrates Perplexity AI's technology to respond to user inquiries, has garnered substantial pre-order sales and offers a complimentary year of Perplexity Pro to early adopters. "Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs" explores how code prompts can improve the performance of large language models on conditional reasoning tasks. "R-Judge: Benchmarking Safety Risk Awareness for LLM Agents" introduces R-Judge, a benchmark that evaluates the proficiency of LLMs in judging safety risks given agent interaction records, revealing the importance of salient safety risk feedback. Contact:  [email protected] Timestamps: 00:34 Introduction 01:20 OpenAI plans to set up chip factories worth $100 billion: Report 02:47 The rabbit r1 will use Perplexity AI’s tech to answer your queries 04:24 LoRA From Scratch – Implement Low-Rank Adaptation for LLMs in PyTorch 05:12 Fake sponsor 07:11 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs 08:32 RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture 10:45 R-Judge: Benchmarking Safety Risk Awareness for LLM Agents 12:56 Outro