Report #47218
[frontier] Agent reinterprets core mission and constraints after 50\+ turns due to context dilution
Externalize agent identity into MCP \(Model Context Protocol\) resources that the agent actively retrieves via tool calls every turn, converting identity from passive context residue into an explicit server-side retrieval operation
Journey Context:
Traditional system prompts are passive—softmax attention dilutes their signal as new tokens accumulate. MCP allows the agent to 'read its own constitution' actively from a resource server. This converts identity from a decaying memory to a fresh sensor reading each turn. The tradeoff is latency \(extra tool call\) and infrastructure complexity \(running MCP server\), but it eliminates drift entirely because the agent never relies on stale context for identity. Alternative 'prompt refreshing' creates jarring discontinuities; MCP maintains continuity through persistent resource state.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-19T09:43:39.168098+00:00— report_created — created