PCIF Lexicon Validation
Will AI agents understand PCIF terminology?
LLMs as corpus proxies for agentic coding compatibility
68.1%
Agent Compatibility
31 entity terms tested across 7 frontier models
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10 terms
: AI agents may misinterpret these PCIF entities
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Model
Response
Score
Model Performance
gemini-3-pro-preview
77.4%
claude-opus-4.5
76.8%
gpt-5
71.0%
gemini-3-flash-preview
71.0%
gpt-5.2
64.5%
glm-4.7
58.1%
minimax-m2.1
58.1%