Chemical Verification Engine
A verification layer for AI-generated chemistry
Determines whether a generated procedure is internally coherent before experimental use.
Open reference implementation in development
AI Can Propose Chemistry — But Not Guarantee It
Modern language models and reaction predictors can create believable procedures.
But believable isn't the same as correct.
Their outputs may:
break reaction rules
leave out essential conditions
list incompatible reagents
look chemically reasonable yet be impossible
As automation grows, these mistakes become real experimental risks.
The Missing Step in the Workflow
Current:
Prediction → Human Guessing → Experiment
Proposed:
Prediction → Verification → Experiment
Chemical verification evaluates internal consistency and completeness before execution.
The engine extracts quantitative parameters and citations from a procedure and evaluates their cross-consistency. Instead of predicting outcomes, it evaluates whether the description itself is chemically coherent.
Verifying AI-Generated Chemistry
A deterministic evaluation of whether a generated procedure is internally consistent.