Λ Governed Inference · Sovereign · Energy-Measured

Every AI answer
arrives with proof.

A confidence floor that flags. Deny-by-default gates that block. A cryptographically signed receipt for every turn — and the real joules it took, measured on our own sovereign GPUs.

Λ advisory floor deny-by-default gates signed DSSE receipt MEASURED joules · NVML sovereign hardware
Defense & national security
POST /api/a11oy/v1/govern/infer
bio / science defense ops general
Λ
Awaiting a turn
Submit a prompt to run it through the live governance stack — gates, the Λ advisory floor, a signed receipt, and measured joules. The verdict and receipt chain render here.
Governing on sovereign GPU…
VERDICT
RECEIPT CHAIN · Λ-FIELD
SEQ 0 · ALLOW
allow review deny hash-chained · DSSE-signed

Answer is returned only on decision = allow. On review/deny you get the verdict + receipt and no answer — by design. Real turn on live GPU: ~30–60s.

Live · NVML · MEASURED
Energy you can watch in real time

Every governed turn reports the real joules it consumed. This is our sovereign mesh drawing power right now — measured from hardware, never estimated. The number you can't fake is the one buyers trust.

SOVEREIGN MESH · LIVE DRAWpolling…
W instantaneous
Cumulative measured: J · exporter
ENERGY SURFACESZLHOLDINGS/energy
loading energy surface…
Defense & national security
Governance that holds in contested, audited environments

The same receipt that satisfies a compliance auditor satisfies an operational reviewer. Built for air-gap, for deny-by-default, and for proving — after the fact — exactly what an autonomous system was and was not allowed to do.

AIR-GAP READY

Sovereign by construction

Runs on your own GPUs / air-gapped enclave. Zero data egress. "Sovereign" is asserted only when it truly reaches your box — never as a marketing word.

DENY-BY-DEFAULT

The block is the proof

When a gate denies an action, the receipt records that the unsafe action was stopped — an auditable artifact for rules-of-engagement and oversight.

COP / OVERSIGHT

Receipts feed the record

Every decision is hash-chained and signed, replayable into a common operating picture or after-action review. Provenance, not assertion.

HONEST POSTURE   Supply chain attested at L1/L2 with an L3 roadmap. No FedRAMP / CMMC / ATO yet — those are a path, not a present claim. Effectors are simulated. We bring the governance substrate; the accreditation is a partnership.
Four things proven on every turn
Not a claim — a receipt
01 · GATES

Governance that bites

Deny-by-default threat & PII gates can block an unsafe request in real time. The block is recorded, never silent.

02 · Λ

An honest confidence floor

A Λ advisory score flags low-confidence outputs for human review instead of passing them. Λ is a conjecture — never an overclaimed theorem.

03 · RECEIPT

Signed, not asserted

Every turn is hash-chained (Khipu) and DSSE-signed with an ECDSA P-256 key. Verify it offline against the published key.

04 · ENERGY

Measured, never faked

Real per-turn joules from NVML hardware telemetry, labeled MEASURED or UNAVAILABLE. We never invent a number.

ObligationWhat the receipt satisfies
FDA 21 CFR Part 11Signed, timestamped, hash-chained record of every inference — verifiable offline
Genomics / bioinformatics reproducibilityProvenance of every compute step sealed into the receipt
SR 11-7 / EU AI Act high-riskEvery decision receipted with gate verdicts and the Λ floor
Defense rules-of-engagement / oversightDeny-by-default proof + replayable after-action record

What is honestly NOT claimed

  • Λ uniqueness is a conjecture, not a theorem.
  • A fixed set of formulas is locked-proven — no more is claimed.
  • Supply chain attested L1/L2; L3 is roadmap. No FedRAMP/CMMC/ATO yet.
  • Effectors are simulated. Trust is never represented as 100%.
Formal proof corpus · kernel c7c0ba17
We keep plugging away — and we never claim more than is proven

Eight formulas are kernel-verified in Lean (machine-checked, sorry-free). The rest of the corpus is in the open — each labeled by its true stage. The number that matters isn't how many we wrote; it's how many a machine has checked.

8
KERNEL-VERIFIED

sorry-free, machine-checked & CI-locked

23
DECLARED SLOTS

F1–F23 formula registry

~185
TOTAL CORPUS

theorems at mixed honest stages

163→0
OPEN SORRIES

CI sorry-gate forbids increase

THE LOCKED 8 · PROVEN in Lean 4 @ kernel c7c0ba17 (sorry-free, enforced by locked_count_eight)
F1Replay / hash determinismf x = f x := rfl
F4Khipu hash-chain step determinismpure step; acyclic, irreflexive
F7Chaski relay idempotencewell-formed relay
F11Ayni reciprocity conservation(b + c) - c = b
F12Kuramoto phase-coupling additivityadditive
F18Reed–Solomon parity count(10 - 6 : Nat) = 4 := by decide
F19Bekenstein entropy-bound monotonicitys1 ≤ s1 + s2
F22Khipu emit monotoneseq strictly increases

Λ (the aggregator) is Conjecture 1 — advisory, NOT a theorem. Khipu BFT safety is Conjecture 2. Everything beyond the locked 8 is honestly staged PROVEN-ON-PAPER / CONJECTURE / ROADMAP — never counted as proven. That discipline is the product.

You pay for the receipt, not GPU-hours
Pricing
TierForAnchor
Design-partner pilotFirst regulated / defense logos · 60–90 days$35k–$50k
Sovereign licenseOn-prem / air-gap deployment$50k–$250k/yr
Managed governed APIHosted, metered per governed turnper-1k turns
Request a pilot →