This AI Reads Your Chemistry Instructions and Finds the Best Way to Build You a Molecule

In brief

• Synthegy, developed at EPFL, uses LLMs to rank synthesis routes against chemist-defined goals, matching expert judgments 71.2% of the time.
• The framework was validated against 36 independent chemists across 368 evaluations.
• The experiments reached alignment rates comparable to inter-expert agreement.