Chembricks Blog

Physics validation, in practice

Notes from the team on new Virtual Lab features, the methods behind the validation layer, and what is coming next.

Building the Chembricks epistemic discovery engine

How we turned LLM-assisted science from a single chat into a controlled multi-branch campaign with a durable evidence ledger.

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Benchmarking our models on chemistry picked to be hard

Verbatim accuracy tables and density parity plots for four production models plus redox, on a benchmark built to be hard, with the failure tails left in.

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From proprietary quantum-chemistry data to physics-gated molecular design

How proprietary quantum-chemistry data becomes trained cmbx_ models, a physics-gated design loop, and two worked case studies with honest limits.

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What's new in the Chembricks Virtual Lab

Four end to end demo workflows, IR and 13C NMR spectra prediction, and provenance for every number.

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