Unverified50% confidenceFactExact time
The benchmark came from session logs that Claude Code saved to disk, yielding 191 matched pairs across 70 notes.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/13/2026
First Seen
Valid until: 1/11/2027
Sources
Related Entities
Related Claims
UnverifiedThe paper conducted validation on two encoders and five SCORPION scanners67% similarUnverifiedContamination detection is performed on each instruction set using two checks: the problem text is normalized by taking the first 80 characters of the HumanEval docstring and compared; the reference answer, after removing comments and docstrings, is checked for whether more than half of the 13-token n-grams match.66% similarUnverifiedIn 724 prompt injection tests, Claude Code achieved zero breaches, but the tests were commissioned by Anthropic itself and lack independent third-party verification.65% similarUnverifiedThe study's "retrieved document" test placed incorrect claims inside document-shaped prompt blocks rather than connecting to a real retrieval pipeline, and the authors acknowledged that validation in real agent environments such as Claude Code would be more convincing.65% similarUnverifiedIntegrity checks compute a hash or checksum of critical code segments at runtime and trigger protection logic once they detect that instructions in memory have been modified (such as the insertion of a breakpoint instruction 0xCC).64% similar
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