Thinking
Anthropic is turning frontier-model safeguards into a product tier
Fable 5.1 and Mythos 5.1 show why model procurement now has to capture access, safeguards, routing, retention, and cost.
Super Genius Labs Editorial · Sep 2, 2026 · 4 min readEngineering“Local-first” agents need an escalation ledger
A proposed escalation ledger links each cloud approval to its workflow step, disclosed payload, destination, and returned result.
Super Genius Labs Editorial · Aug 31, 2026 · 5 min readEngineeringA two-plane worksheet for agent operating systems—and an explicit infrastructure boundary
A two-plane worksheet helps platform teams separate governance decisions from runtime coordination, then make deployment context and infrastructure ownership reviewable at every boundary.
Super Genius Labs Editorial · Aug 18, 2026 · 3 min readEngineeringGive every agent runtime contract a control owner, an enforcement point, and an evidence owner
An SGL responsibility matrix assigns each runtime-contract clause to a control-plane owner, an enforcement point, an evidence artifact, and a predetermined failure disposition.
Super Genius Labs Editorial · Aug 17, 2026 · 6 min read