Long-Context Language Models

Attention dilution moves agent compliance out of the prompt and into a runtime policy engine

A trade summary of research running through 2025 and into 2026 says agent guardrails fade as sessions grow, and puts the fix outside the model. The one survey figure with a named source is the Cloud Security Alliance's 53%.