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LS Grant & Research Portfolio

The current grant-ready evidence dossier for LS and related AI-agent safety work lives here:

Current grant direction

Agent Governance Conformance Lab — an open, framework-neutral conformance suite for testing authorization, continuation, causal lineage, memory boundaries, idempotency, and audit completeness in AI-agent systems.

Strongest evidence currently available

  • substantive review of CrewAI PR #6030;
  • public maintainer acceptance of the route-specific validation finding;
  • framework-neutral fail-closed CrewAI governance fixtures;
  • deterministic conformance runner and CI evidence;
  • public CrewAI causal-audit proposal;
  • LS conformance and continuity architecture.

Evidence discipline

The CrewAI governance PR is still open. LS should claim influence on the proposed design and publicly acknowledged review impact, not official CrewAI adoption or a merged upstream implementation until that occurs.