Bounded autonomy for self-acting systems: an autonomy ladder (off/suggest/safe-apply/full), protected surfaces that never auto-apply, blast-radius caps, rate…
Audited reflex arc for autonomous agents: hard-bounded, sub-deliberative triggers that can brake, alert, or quarantine — but can never steer — every firing on…
Bicameral minds: consequential decisions require signed concurrence from independent reasoning chambers — GPU brain and ANE brain — with dissent preserved in a…
Launcher for the mockspace design-round workflow engine: resolves the per-repo pinned mockspace, builds it once per version into a shared cache, and runs it…
A streaming output firewall: Aho-Corasick pattern kill on the token stream as text forms, structural-form evasion checks, and in-place PII redaction — named…
Dead-man memory escrow: Shamir-split secrets across owned custodians with signed shards, quorum or timed recovery, and recovery certificates — named for the…
Federated cognition pooling: members enroll under owner-held keys, advertise capability, receive deterministic layer/KV shard assignments, and every placement…
