beyondscale-yes

Model supply-chain security deserves more attention. Enterprises should verify model provenance and signatures before deployment—not blindly trust the hosting platform. Acquisition changes the trust boundary.

Fine-tuned SLMs could make security monitoring more practical at scale. The real challenge is auditability, non-coding behaviors, and detecting coordinated attacks across multiple agents, not just individual calls.

Interesting approach to agent security cryptographic proof of intent and hardware-bound approvals could make human-in-the-loop controls far more trustworthy.

Alignment reduces risk but isn’t containment. Enterprises need independent visibility into agent behavior—tool calls, action sequences, and inter-agent communication—not just prompts and responses.