North ML · Research lab
Small AI.Serious research.
North ML trains efficient language models on hardware people actually own, and builds Parallax — a workspace where every answer stays readable, sourced, and qualified.
Parallax / Research
Follow the question.
Research the live web, compare what you find, and keep the sources close.
- Parallax
- Beta · approved accounts
- Kestrel & Solace
- October 18, 2026
- Public API
- Not live yet
- Signups
- Closed
Source-grounded research with findings, evidence, and uncertainty in view.
Parallax is North ML’s research platform—structured investigations you can reopen, inspect, and qualify. One surface for the full research record.
- 01Finding
Research output is easier to verify when the conclusion, supporting material, and uncertainty remain distinct.
- 02Evidence
- Keep findings separate from supporting evidence.
- State uncertainty instead of smoothing it away.
- List only sources actually available to the model.
- 03Uncertainty
Quality still depends on:
Selected modelSupplied contextRetrieval coverageQuestion specificity - 04Sources
No external sources were supplied in this example. Verify independently.
- 01Findings separated from evidence
- 02Uncertainty stated explicitly
- 03Sources listed only when available
Explore
- 01ParallaxThe research record, explained
- 02ResearchMethods, model programs, and product notes
- 03Modelskestrel-alpha — stealth period
- 04PricingUSD per 1M tokens, preview at release
- 05DocsPlatform, models, and API reference
- 06APIPlanned for October 18, 2026 — not live
- 07ChangelogWhat shipped, what is in flight
- 08Hugging FaceNorth ML model record
Now
Models
Kestrel, Solace, and related releases move to October 18, 2026 after a training pipeline issue blocked the earlier window.
- kestrel-alphaPrivate
Changelog
Milestones from this project, newest first.
- Release schedule
- Parallax platform
- Editorial surfaces
- Account access
Access
Already approved?Your records are waiting.
Approved beta accounts can open the Parallax workspace today. Investigations sync to your account, so you can pick up where you left off.
Signups are closed.