Won't LLMs eventually train on themselves? It'll slowly decline in output..
TL;DR LLMs train on stuff like documentation, GitHub repositories, StackOverflow, and Reddit. But as we keep using LLMs, their own output goes into these platf...
TL;DR LLMs train on stuff like documentation, GitHub repositories, StackOverflow, and Reddit. But as we keep using LLMs, their own output goes into these platf...
If a person who invented the oven waits for it to heat properly, you do the same. If the camera designer adjusts the lighting settings, you do the same. If the...
Article URL: https://embd.cc/llm-problems-observed-in-humans Comments URL: https://news.ycombinator.com/item?id=46527581 Points: 24 Comments: 2...
Human-guided AI collaboration The post Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options appeared first on Towards Data Sc...
Nota del autor Este artículo lo escribí originalmente en septiembre de 2025, poco antes de la consolidación de arquitecturas como GraphRAG. Quedó guardado en u...
Article URL: https://gwern.net/doc/science/2025-kusumegi.pdf Comments URL: https://news.ycombinator.com/item?id=46505296 Points: 4 Comments: 0...
What happens when you give an AI real money, actual inventory, and the keys to a business? Anthropic decided to find out through Project Vend, an experiment whe...
There's a meaningful distinction between using large language models and truly mastering them. While most people interact with LLMs through simple question-and-...
When the creator of the world's most advanced coding agent speaks, Silicon Valley doesn't just listen — it takes notes. For the past week, the engineering commu...
Article Part 1 The code for these patterns is available on GitHub. Repo “Tool‑Using” Pattern Article 1 We gave the AI hands to interact with the outside world....
Overview As the field of artificial intelligence AI and machine learning ML continues to evolve, the fine‑tuning and optimization of large language models LLMs...
Abstract Modern LLMs are trained to 'think' primarily via explicit text generation, such as chain-of-thought CoT, which defers reasoning to post‑training and u...