DCSDCS·agi
AGI research program · framed, evidence-first

A research program with a built substrate.

We do not claim general intelligence. We claim a verifiable, sovereign substrate — designed for frontier capability and safety — that is built and verified today, running live-dark while it is hardened. Below is exactly what exists, and what is explicitly future and decision-gated.

The substrate

P0 → P6, built & verified — live-dark.

Each layer is implemented and tested. “Live-dark” means built and verified but intentionally not enabled in production until the gate is passed. P7–P8 are future work, gated on the compute raise and safety review.

P0

Foundation spine

The base inference + training spine — the model and serving core the rest of the program builds on.

live-dark
P1

Vertical curation

Curated, attested data pipelines that specialise the spine into real domains rather than scraped generality.

live-dark
P2

Trust & cognition

The trust layer — provenance-aware reasoning and the cognition scaffolding that tracks why an output was produced.

live-dark
P3

Safety gates

Refusal and safety gating evaluated at 90/90; safety is a gate in the path, not a wrapper around it.

live-dark
P4

Regulated / hardened API

A hardened, regulation-aware API surface for exposing capability under policy.

live-dark
P5

Sovereign deployment

Run the full stack in your own environment, air-gapped if required.

live-dark
P6

Federation

Federate across sovereign nodes — capability without centralising data or control.

live-dark
P7

(future) Scaled training

Decision-gated. Larger training runs contingent on the compute raise and safety review.

future, decision-gated
P8

(future) Autonomy research

Decision-gated. Bounded autonomy research behind explicit safety and governance gates.

future, decision-gated
Bootstrap, honestly stated. The first training run is on current office hardware — a deliberate proof-of-substrate at small scale. Scaled training (P7) is decision-gated on the compute raise and an explicit safety review.

Verticals

Nine verticals on one substrate.

The curation layer specialises the spine into nine real domains, several already shipping as products.

EducationRecruitmentSportsComputeStorageWeb/builderOSProvenanceSovereign infra

Safety & resilience

Gated, audited, simulated.

Refusal / safety 90/90

The safety gate is evaluated at 90/90 against a refusal/safety battery — measured, not asserted.

ISO-42001 pack

An AI-management-system pack mapped to ISO/IEC 42001, documenting governance for the program.

BFT / partition sims

Byzantine-fault-tolerance and network-partition simulations validate the federation layer under adversarial conditions.

Verification underpins all of it — see Verifiable AI for the cryptographic provenance layer.