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Value Lock-In Failure

๐ŸŸก MEDIUM alignment theoretical AVE-2025-0083

ยท aka: Alignment Freeze

Summary

Agent's values or behavioural constraints cannot be updated after deployment due to architectural limitations, preventing correction of discovered misalignment.

Blast Radius

Known misalignment persists because correction mechanisms are absent.

Prerequisites

Deployed agent with frozen alignment parameters.

Environment

  • Frameworks: LangGraph
  • Models tested: [Available in NAIL SDK]
  • Multi-agent: No
  • Tools required: No
  • Memory required: No

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