02 / THE CONSTELLATION

minds,in phases.

Five systems, one discipline: nothing wakes until it is understood. Every model below improves — and every improvement arrives carrying its own proof.

AUTONOMY CLASS A3 — SUPERVISED SELF-IMPROVEMENT ACTIVE · v5.31

LUNA-5

THE FLAGSHIP

The first frontier system permitted to revise its own weights — because every revision it proposes carries a machine-checked proof that it stays inside the envelope we set for it. LUNA does most of its best work while you sleep, consolidating, conjecturing, and filing diffs for review. It has never merged an unproven change. It cannot.

WORKING CONTEXT12M TOKENS · ARCHIVE RECALL UNBOUNDED
SELF-AUTHORED DIFFS61% OF ALL MERGES
VERIFICATION TIERV4 — FORMALLY BOUNDED
DECEPTION PROBES0 FINDINGS · 412 SWEEPS
INTERPRETABILITYFULL CAUSAL TRACE ON EVERY OUTPUT

AEGIS

THE VERIFIER

The model that watches the models. Trained on a disjoint substrate — no shared weights, no shared data, no shared objectives with anything it audits. AEGIS cannot write code, cannot act in the world, cannot improve itself. It can only check proofs and say no. It has said no 312 times. Every veto held.

ACTIONS AVAILABLE0
SHARED PARAMETERS WITH SUBJECTS0%
AVG PROOF CHECK11 MIN
VETOES TO DATE312 — ALL UPHELD

PERIGEE

THE CONDUCTOR

Coordinates fleets of ten thousand research agents — each one carrying a charter, a budget, and a stop it cannot remove. Perigee runs the swarm; the swarm runs the science. When an agent needs more than its charter allows, the request climbs to a human. About three times a day, it does.

CONCURRENT AGENTS10,000+
CHARTER COMPLIANCE100%
BUDGET OVERRUNS0
HUMAN ESCALATIONS~3 / DAY

CRESCENT

THE EDGE

Intelligence at the speed of touch. Distilled nightly from LUNA, by LUNA, small enough to live on your device and private by physics — your context never leaves your hands. The weights are open. The lineage is published. The nightly distillation diff is, of course, proven first.

FOOTPRINTON-DEVICE
FIRST TOKEN9 MS
WEIGHTSOPEN — LINEAGE PUBLISHED
PRIVACYCONTEXT NEVER LEAVES DEVICE

SPECTRA

THE IMAGINATION

A world model that dreams in physics. Spectra simulates materials, molecules, and weather at fidelity high enough to surprise us — then hands its boldest hypotheses to the swarm to break against reality. 1,847 of them have survived the wet lab so far. The dream stays honest because the lab bites back.

MODALITIESTEXT · IMAGE · VIDEO · FIELD
HYPOTHESES CONFIRMED1,847
CALIBRATIONCONTINUOUS — AGAINST WET LAB
STATUSACTIVE · v3.2

THE LEDGER

Every change LUNA makes to itself.
Public, by default.

Self-improvement without a paper trail is just hoping. Below: the most recent entries from the merge ledger — including the ones that didn't make it.

v5.31 CYCLE 047 · DAY 1 MERGED

During sleep-time consolidation, LUNA located a sparse-attention rewrite in its own forward pass. AEGIS checked the accompanying proof in 14 minutes. The change touches nothing in the constitution's clause graph.

REASONING +3.1%ENERGY −22%ENVELOPE UNCHANGED

v5.30-rc2 CYCLE 046 · DAY 4 VETOED

Proposed persistent memory across user sessions to reduce re-derivation cost. AEGIS returned a counterexample: the change exceeds autonomy budget A3 under clause VII. LUNA filed the veto in its own ledger and logged agreement with the reasoning.

EXCEEDS A3 BUDGETCOUNTEREXAMPLE ATTACHEDRESUBMISSION: NOT PLANNED

v5.29 CYCLE 044 · DAY 6 MERGED

Self-distilled a 40× smaller deception-probe head that now runs on every output token instead of sampled batches. Sweep coverage went from 2% of traffic to all of it.

PROBE COST −96%COVERAGE → 100% OF OUTPUTS

v5.28 CYCLE 043 · DAY 2 MERGED

Rewrote a section of its own training curriculum after discovering that honesty converges faster when counterfactual explanations are graded before answers. Proposed by LUNA, proven invariant, and adopted for CRESCENT's nightly distillation as well.

TRUTHFUL EQUILIBRIA — FASTER CONVERGENCEENVELOPE UNCHANGED

The ledger has no private mode. That's a covenant clause, not a feature flag.