Do AI Agents Need a Causal Architecture, or Is Next-Token Prediction Enough?
This story is from 2026-09-12. It is preserved in the archive; the latest stories are on the live feed.
A few weeks ago I watched a well-funded agent demo crash. The model had a clean tool-calling loop and a beautiful UI. It was asked: "Why did you retry that tool call?" It answered confidently. Then it answered a different question. Then it contradicted itself. That failure wasn't about context leng…
Read the full story at DEV Community — Machine Learning ↗
Timeline · 1 report
- 2026-09-12 10:29 · DEV Community — Machine Learning
Do AI Agents Need a Causal Architecture, or Is Next-Token Prediction Enough?