Your AI Agent Has More Permissions Than Your Intern. And No One Gave It a Contract.
Why delegating full identity to AI agents is a time bomb, and a five-layer architecture to defuse it before the first incident.
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Why delegating full identity to AI agents is a time bomb, and a five-layer architecture to defuse it before the first incident.
A synthesis of known failure modes in LLM-based agents, covering tool-use errors, planning breakdowns, and reasoning vulnerabilities that compound into systemic security risks.
PolyWorkBench evaluates LLM agents on long-horizon, multilingual tasks across five languages, revealing critical surface areas for prompt injection, insecure tool invocation, and excessive agency.
Agentjacking demonstrated that MCP trust is not automatic. Here is how the attack works, why protocol-level security matters, and what controls need to change.
Prompt Injection is an instruction-conflict problem inside systems that mix trusted goals with untrusted content.