Unverified50% confidenceOpinionExact time
Automatically generated harnesses carry the risk of giving a false sense of security—"it looks like it passed but it actually wasn't tested"—and require actual verification.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/29/2026
First Seen
Valid until: 1/27/2027
Sources
Related Entities
Related Claims
VerifiedAgent security risks are often not code vulnerabilities but semantic-level manipulation, which is difficult to cover with conventional penetration testing tools.74% similarUnverifiedFor security-sensitive scenarios (such as identity authentication and payment logic), blindly trusting model output is itself a risk.71% similarUnverifiedPublicly offering a bounty to test a vulnerability's exploitability is essentially using community power to assess the vulnerability's actual risk level before real attackers do, while also carrying the risk of exposing the attack surface.70% similarUnverifiedFalse Sense of Security is a long-studied phenomenon in the fields of security and quality: after automated protective measures are introduced, human operators may lower their own level of vigilance because the system has their back, ultimately causing overall risk to rise rather than fall.70% similarUnverifiedA single tool call may be safe, but a specific combination of multiple legitimate calls can produce dangerous effects, and this combinatorial explosion makes exhaustive security validation practically impossible.70% similar
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