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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.
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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.
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