Week 19 · training progress
Val loss crossed 2.30 threshold. Three eval harnesses passing. Recommend continued training to step 50,000 before next acceptance review.
Open signed PDF →your portal · lab.axe.onl/client/north-sector
North Sector Ops · your model.
A live view of the model AXE is training and operating for your team. Three surfaces below — progress, provenance, operator — each scoped to you, signed by Knox, and fresh as of this page load.
module a · training progress
Where your model is, right now.
Five stages, one outcome. Every token your model learns from is recorded, every checkpoint is signed, every eval is auditable. This is the live view of work in progress.
- Current step
- 38,420 / 100,000
- Train loss
- 2.184
- Val loss
- 2.276
- Tokens / s
- 4.2M
- ETA
- 38h 42m
module b · provenance chain
Every checkpoint, signed.
Six receipts, one chain, one verified seal. Each entry is hash-linked to the previous one. Show this to your regulator, your CISO, or your future self in three years.
- Chain entries
- 7,842,119
- Tamper-evident
- verified
- Algorithm
- Ed25519 + ML-DSA-65
- Audit format
- JSONL · hash-linked
2026-05-10 08:14:12Z
Dataset ingested
Datasetnorth-sector-q2
Tokens412M
Hasha7f3…9c2b
J.LewisSIGNED
2026-05-11 02:31:48Z
Training started
Baseedge-pro · 1.2B
LR3e-4 · cosine
Seed42
J.LewisSIGNED
2026-05-12 11:02:30Z
Checkpoint v0.5
Step20,000
Val loss2.41
Eval pass3 / 7
J.LewisSIGNED
2026-05-12 22:48:01Z
Checkpoint v0.6
Step30,000
Val loss2.33
Eval pass3 / 7
J.LewisSIGNED
2026-05-13 14:21:09Z
Checkpoint v0.7-rc2
Step35,000
Val loss2.28
Eval pass4 / 7
J.LewisSIGNED
2026-05-13 14:21:32Z
Block sealed
Block hash9b66…f4d1
Prev hash3c2a…7e91
Index7,842,119
J.LewisSIGNED
Chain verified
2026-05-10
FIRST RECEIPT 4 DAYS · 6 EVENTS · 1 CHAIN 2026-05-13
LATEST SEAL
FIRST RECEIPT 4 DAYS · 6 EVENTS · 1 CHAIN 2026-05-13
LATEST SEAL
module c · operator surface
Your model in production.
Once a checkpoint passes your acceptance evals, it serves traffic. This is the live operator view: routing, policy, evidence, retrieval, health, activity. Built for SREs and security teams, not slide decks.
- Requests / day
- 728,194
- P95 latency
- 742ms
- Error rate
- 0.18%
- Endpoints
- 3 · all green
Live Overview 1H
Requests / s
8,426
+12.4%
Error rate
0.18%
−0.03%
P95 latency
742ms
−8.2%
Tokens / s
12.4M
+9.1%
09:0010:0011:0012:0013:00
Model Routing
requestnorth-sector-edge-pro62%742ms
portalnorth-sector-coder-33b21%612ms
portalnorth-sector-embed-3b12%120ms
fallbackaxe-fallback-13b5%315ms
Decision Evidence
Response ID
a7f3c9e2-b6d1-4f72-9f2a-8d9c2b0a1e77
Model
edge-pro · ns
Latency
742ms
Tokens In / Out
1,842 / 2,531
Confidence
0.96
Memory Retrieval your crown
Results · 12
Confidence · 0.94
Active Context
Customer: North Sector Ops
User: operator_42
Intent: Threat investigation
Entities: 7
Range: Last 24h
View Context →
System Health
Compute poolOPERATIONAL
Shield perimeterOPERATIONAL
Policy gateOPERATIONAL
Memory graphOPERATIONAL
Knox auditOPERATIONAL
Recent Activity
10:21:44Response delivered
10:21:43Retrieval executed
10:21:43Model routed
10:21:43Policy evaluated
10:21:43Request received
Briefings & deliverables
Week 18 · dataset acceptance
north-sector-q2 dataset cleared Knox supply-chain audit. 412M tokens admitted to corpus. Next ingest window: 2026-05-17.
Open signed PDF →Contract kickoff · scope & SLA
Edge-Pro 1.2B custom training scoped. 12-week pipeline. Acceptance criteria: 6 / 7 eval harnesses, val loss <= 2.10, P95 <= 800ms.
Open signed PDF →