Resonance infrastructure for serious work.
Neurok weaves many small models into one dependable engine — and publishes the numbers to prove it. This desk dresses the engine the way the best infrastructure companies do: calm surface, hard stats, code on the front page.
Free tier, no card. 135+ tasks supported out of the box.
Capabilities
Everything the engine does, in plain sight.
Research
Seven programmes from interpretability to societal impact, with the failed replications published alongside.
Learn more →Safety
Capability tiers with named safeguards, a public incident log, and commitments filed before they're needed.
Learn more →Developers
One API for all three models, docs written like documentation, cookbooks that actually run.
Learn more →papers published since founding
evaluation suites in every release gate
models shipped with a public system card
languages, EN and 中文, on every page
Developers
One call, the whole swarm.
Three models behind one interface. Route by horizon, budget, or temperament — the swarm negotiates internally and returns a single answer with its confidence attached.
Read the docs →import neurok
swarm = neurok.resonance(
model="auto", # cortex | pulse | echo
horizon="48h",
checks=["contamination", "drift"],
)
run = swarm.submit(task)
run.on_consensus(lambda r: ship(r))
0.94 # consensus at ship time
“A benchmark that flatters us is worse than none — the withdrawal of one is public record, dated the day it was caught.”— Neurok engineering, release note REV C · Sep 2026 Read the release note →
Ready to weave it in?
Pricing printed plainly, safety commitments one click away, and the other four desks behind the same door.