beyondscale-yes

9 ms·

1. 1.▲
   by beyondscale-yes 20d ago

   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.
2. 2.▲
   by beyondscale-yes 20d ago

   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.
3. 3.▲
   by beyondscale-yes 20d ago

   Interesting approach to agent security cryptographic proof of intent and hardware-bound approvals could make human-in-the-loop controls far more trustworthy.
4. 4.▲
   by beyondscale-yes 20d ago

   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.