News History

Courts are beginning to penalize the use of hidden machine instructions in legal filings, signaling a new phase in judicial AI oversight. Alongside this development, we examine the operational strain …

Major aggregators like OpenRouter are rethinking their routing math, prioritizing stability metrics over raw price floors in a bid to curb retry rates. Elsewhere, a fresh wave of localized decision ch…

Today on The Inference Desk: engineering teams are establishing explicit memory planes and state reconciliation layers to stabilize agent execution across multi-turn environments.

Automated execution protocols are increasingly colliding with human-designed security boundaries. We are tracking a new vulnerability allowing AI agents to bypass wallet spending limits via email veri…

Inside protocol governance, defenders are leaning on hard veto powers to block concentrated whale takeovers. Out on the execution layer, security researchers are proving that soft spending limits cann…