Cognitive Cores
ArchitectingAutonomousSystems
Deploy,orchestrate,andcontinuallyrefinehigh-fidelitymachinelearningpipelineswithgranularcontrolanduncompromisingperformance.
Telemetry
infrastructure.sys
Centralizeoperationaldataandnetworkeventswithinanelegantinterfacecraftedforelite,high-velocityengineeringpods.
// 02 · pipelinelive
Fourstages,onecontrolplane
Every stage reports into the same telemetry stream the cores are reading. Nothing moves between stages that the plane cannot see.
- Ingest01
Stream, dedupe and version every source before it touches a model.
2.4 TB/hsustained intake - Train02
Schedule runs across pooled accelerators with checkpoint-level rollback.
512accelerators pooled - Evaluate03
Gate every candidate on held-out suites you own, not on a leaderboard.
0.913gate F1, current - Deploy04
Canary by region, promote by signal, drain without a page.
14regions live
// 03 · telemetrylive
Dense,andstillreadable
Operational data and network events, centralised. Every number here is the same stream the deploy gate reads — there is no dashboard copy of the truth.
Inference throughput45 k tok/s
00:0006:0012:0018:0024:00
Latency p50
38ms
edge-terminated, all regions
Latency p99
212ms
budget 250 ms
Accelerator pools
- pool-a · training91%
- pool-b · training74%
- pool-c · inference58%
- pool-d · evaluation22%
Active runs
1,284
37 training · 1,247 serving
Models serving
4
of 6 registered
// 04 · registry
Sixregistered,fourserving
Versions are immutable, regions are explicit, and a model only leaves the table by draining — never by disappearing.
| Model | Version | Params | Region | p99 | Status |
|---|---|---|---|---|---|
| aurora-7b | 2.3.1 | 7.1 B | eu-west-2 | 184 ms | serving |
| helix-34b | 1.9.0 | 34 B | us-east-1 | 212 ms | serving |
| kestrel-vision | 0.8.4 | 2.2 B | ap-south-1 | 96 ms | canary |
| sable-embed | 3.0.2 | 0.4 B | global | 41 ms | serving |
| pilot-reranker | 1.2.7 | 1.1 B | us-west-2 | 63 ms | serving |
| atlas-70b | 1.0.0-rc3 | 70 B | eu-west-2 | — | draining |
// 05 · loglive
Continuallyrefined,visibly
The plane narrates itself. Every promotion, gate and drain lands here first — before it lands in a status page.
control-plane — tail -f /var/log/sys
- [12:04:11]okdeployaurora-7b@2.3.1 promoted in eu-west-2 · canary held 4h12m
- [12:03:58]infoevalgate suite v17 passed for kestrel-vision@0.8.4 · F1 0.913
- [11:58:20]warnpool-autilisation 91% for 18m · autoscale deferred, budget cap
- [11:51:07]okingestsource s3://…/events rotated · 2.4 TB/h sustained
- [11:47:33]infodeployatlas-70b@1.0.0-rc3 draining · 0 in-flight
- [11:40:02]oktrainrun 8f3a checkpoint 12/20 written · loss 1.842
- [11:32:49]inforegistrysable-embed@3.0.2 pinned global
- [11:30:00]oksyscontrol plane heartbeat · 14/14 regions
- >
// 06 · access
Bringyourpipelines
Early access is by engineering pod, not by seat. Tell us what you run and where.
> access-request --pod
Provisioning runs weekly. Pods on the current wait-list are onboarded in registration order; there is no priority tier.