lab.axe.onl · public surface

Where your model lives, and where you can watch it work.

The AXE Innovation Lab is one room with two doors. On this side, our research, our model-training updates, and the live modules we use to operate CASTLE. On the other side — your portal — the same surfaces, wired to your model, your data, your evidence chain.

PUBLIC ROOM lab.axe.onl/ Research Live modules Sign in YOUR PORTAL /client/:you Training progress Provenance chain Operator surface KNOX Same domain. Same design grammar. Authority decides which room you see.

Training · live

Updated · JL1 · Toronto

Edge-2 is training, right now.

1.19-billion-parameter foundation model · chinchilla-v3 config · trained from scratch on Canadian iron. Numbers below are the actual loss values from the live run, refreshed every minute. No simulation.

Step of 500,000 · %
Val Loss best
Tokens / s ppl
ETA to completion
Model · edge-2 Config · chinchilla-v3 Params · 1.19B Framework · MLX Host · JL1 · Toronto

What we're training, in public

AXE trains its own foundation models on Canadian iron. Edge-1 (compact), Edge-2 (in active training above), Edge-Pro, and Edge-Flagship are one model family, four sizes, one training pipeline. Public updates land here as they pass our internal review gates.

/ now   Edge-2 · 1.19B parameters · chinchilla-v3 config · 500k-step pretraining run.

What we don't put here

  • Any single customer's data, decisions, or audit chain.
  • Hyperparameters or evals for models we train under contract.
  • Anything that would let a competitor reverse-engineer a customer model.

That work lives one door over, behind Shield + Knox, scoped to the account that owns it.

module 01 · marketing demo

Sovereign Operations Room

The room-scale view of how CASTLE moves work. In the public demo it's abstract. In your portal it's wired to your model: ingestion, training, eval, audit, deployment — every tower is your tower.

module 02 · marketing demo

Audit Chain Ribbon

Every action — ingest, train, evaluate, deploy, infer — emits a signed receipt onto a hash-linked chain. In your portal, that chain is yours. Regulator-ready, partner-shareable, your-future-self-thankable.

module 03 · marketing demo

Operator Command Surface

Dense, software-feeling, no decorative concept art. Routing, policy, retrieval, evidence, health, activity. The exact panels operators reach for when something matters.

For our customers

Your portal lives one door over.

If AXE is training a model for you, your portal at lab.axe.onl/client/<your-org> shows the same three modules — fully live, fully yours. Training progress, signed provenance for every checkpoint, and the operator command surface for the model in production. Sign in to see what state your model is in right now.

How this domain is partitioned

  • /   public marketing · indexed
  • /research   AXE training updates · indexed
  • /modules   live module demos · indexed
  • /signin   Shield-auth entry · rate-limited
  • /client/<org>   Knox-gated · per-tenant · not indexed

What lives behind the gate

  • Your training progress and live loss curves
  • Your model's full provenance chain — every checkpoint, signed
  • Your operator command surface — routing, policy, evidence, health
  • Your dataset ingestion state
  • Your model's deployment locations (AXE iron · your iron)
  • Your scheduled briefings with the AXE team