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The 50 Terabyte Question: What Structured Chemistry Data Actually Unlocks

Science

The 50 Terabyte Question: What Structured Chemistry Data Actually Unlocks

Exploring how 50 TB of structured organic chemistry data enables new classes of AI models that weren't possible before, from reaction prediction to retrosynthetic planning.

AC Anatoly Chlenov · May 25, 2026 · 6 min read

#machine learning #chemistry #artificial intelligence #drug discovery #molecular modeling #datasets

Technology

The Long Way Around

A candid reflection on the non-linear path from Princeton PhD to AI startup founder, exploring 20 years of lessons in chemistry, sales, and artificial intelligence.

AC Anatoly Chlenov · May 23, 2026 · 6 min read

#AI #chemistry #career #startups #research #technology

Science

Who Taught the People who Taught Me

A personal reflection on intellectual inheritance in chemistry, tracing lineages from Nobel Prize winners Corey and Grubbs to the founding vision of Molekula.ai

AC Anatoly Chlenov · May 23, 2026 · 6 min read

#chemistry #nobel prize #mentorship #artificial intelligence #scientific tradition #organic synthesis