Federated cognition pooling: members enroll under owner-held keys, advertise capability, receive deterministic layer/KV shard assignments, and every placement…
A dissenting quorum for agent actions: deterministic seats vote on a normalized risk vector, verdicts carry every vote and rationale, and dissent is scored and…
Deterministic code maps and sealed diagram contracts for LLM development harnesses: stable symbol ids, signature and body hashes, a seal lockfile checked in…
Compact, deterministic agent projection of a sealmap code model: Rust-like skeletons with line spans, indented call trees, a short-name index and budgeted…
