AI agents are entering their rebuild era as enterprises confront the reliability problem

Agentic systems introduce additional complexity because they often involve long-running, multi-step processes spanning ...

MIT's MeMo lets teams swap in a better LLM without retraining — and performance jumps 26%

MIT's MeMo keeps AI memory separate from reasoning, so teams can upgrade their LLM without retraining and see a 26% performance gain, researchers say.

The AI agent bottleneck isn't model performance — it's permissions

Enterprise AI agents stall on permissions, not model performance. Workday's Sana platform builds the governance layer directly into the system of record.