Carlos E. Perez (@IntuitMachine)

A Taxonomy of LLM Halucinations Large Language Models have transformed how we interact with artificial intelligence, yet their tendency to generate plausible but factually incorrect content—known as "hallucination"—remains one of the most critical challenges in AI deployment. Manuel Cossio's compre...

A new paper by Kenneth Payne investigates whether Large Language Models (LLMs) exhibit the same risk-taking biases that humans do, as described by Kahneman and Tversky's prospect theory. Key Findings: Main Discovery: LLMs demonstrate human-like prospect theory behaviors - they tend to be more risk...

OpenAI self-leaked its Deep Research prompts and it's a goldmine of ideas! Let's analyze this in detail! ...

Claude 4.0 System Prompt Strategies (Cheat Sheet) Below is a “pattern-oriented” reading of the Anthropic Claude system prompt you supplied. For each item I name the pattern, give a brief description of that pattern as defined in A Pattern Language for Agentic AI, and point to the concrete clause(s)...

Shocker! Claude 4 system prompt was leaked, and it's a goldmine! The Claude system prompt incorporates several identifiable agentic AI patterns as described in "A Pattern Language For Agentic AI." Here's an analysis of the key patterns used: Run-Loop Prompting: Claude operates within an executio...