Cogitan · Surrogate Suites
Pick a suite.
Every prediction knows its own limits.
Each suite is the same methodology pointed at a different simulator: an honest benchmark with a published classical baseline, a conformal interval on every served quantity, and a refusal wherever the design falls outside the box the model was actually measured on.
SUPERCONDUCTING · MIT-LL SFQ5EE+
RSFQ screening — Fluxus
Functional verdicts and bias/Ic margin bands for RSFQ library cells. Answers where a head is fitted and refuses where one is not.
65 ms
1,000 specs batched, against ~59 min for the JoSIM margin runs
banded
every served margin carries a conformal interval
refuses
out-of-envelope specs return no value, not a guess
Your simulator could be the next suite
This suite was built with a pipeline that retargets: your solver becomes the oracle, we deliver a validated millisecond endpoint with a public validity report — including the classical baseline it had to beat and the regions where it abstains. Fixed-scope feasibility study first; you see the evidence before you commit.