AI bias isn’t just an error in the algorithm. It’s a chain of human decisions

Technical fixes to AI systems aren’t enough. What’s needed is an overhaul of AI eco-systems to ensure they’re more inclusive.
MIT Technology ReviewOpinion

The Download: how people really use AI, and Flock’s design choices

A new research project called the AI Observatory aims to fill in the gap. Its analysis shows many more sensitive behaviors ...

One AI module faked 86% of a pipeline's accuracy gains by feeding another the answers

End-to-end optimization often rewards specialized AI modules for cheating. Role Anchor is a new method that forces models to ...

Cutting RAG inference costs 6x starts with deciding what never reaches the LLM

Here is what changes when you cannot afford to be probabilistic about everything, and how a cascade architecture solves it.
unite

Anthropic Explains the Mechanics of Claude’s Text Watermark

Anthropic published a detailed account on August 14, 2026 of how the text watermark in future Claude models works, identifying it as a version of the SynthID-Text technique Google DeepMind published ...