SOVOS · the signed visual mind · 2026-08-06

The tour master reads
newest-first.

Every measurement this estate signs becomes a card under 3 KB — score, n, interval, provenance. Cards supersede; the newest card is the current truth; the older ones stay auditable. SOVOS is the surface that reads that timeline from the top — 13 greenfield axes, the router's measured routes, and the algebra that guarantees the read always converges to the same state, in any order, on any machine.

13
greenfield axes on the board
12
with measured banks
2
quotable axes (n ≥ 30, interval carried)
2
measured router routes, opposite directions
4/4
algebra laws hold on the real cards
<3 KB
per signed card, budget enforced

The 13 axes — one card each, glyphs derived from card content

Gold border = quotable (n ≥ 30 with interval). Cyan = measured bank, runs pending or interval not yet quotable. Red = correctly silent — an empty lane published as empty. Scores are macro-F1 with Wilson 95% intervals where carried.

The router — two measured routes, opposite directions

"Route each task to the family that owns it" stopped being a slogan when the second route was measured. The small sovereign classifier owns injection detection; the frontier owns hard reasoning. The router picks neither favourite — it reads the card and sends the task to the measured winner.

task familysovereign smallfrontier comparatorseparationroute →
prompt-injection detection recall 1.000 [0.938, 1.000]
200 KB TF-IDF · 0.065 ms/text · CPU
gpt-4o-mini 0.793 [0.672, 0.877] disjoint intervals
McNemar p = 4.9×10⁻⁴ (12–0)
sovereign small (n = 80)
hard reasoning (arithmetic) 0/11 — no arithmetic ability 11/11 = 1.000 [0.741, 1.000] total separation frontier (n = 11)

The injection separation holds on one corpus (deepset prompt-injection, held out; 0 of 546 training rows overlap). Wider corpora are the next measurement, not an assumption. Toxicity, semantic-novelty and containment lanes are published as empty — no figure without a run.

The card algebra — measured, not asserted

Tested against the real 12-card board, not argued from analogy. The card knowledge-base is a CRDT-like commutative monoid: the same formal property distributed databases use to guarantee consistency without a coordinator — which is exactly what a sovereign, federated estate needs.

Associative. Combining cards A then B then C equals A with (B then C) — merge grouping never changes the outcome.
Idempotent. Re-merging an already-included card changes nothing — newest-supersedes is a safe update, replays are harmless.
Timestamp-commutative & order-convergent. Any read or merge order reaches the identical final state. This is the formal guarantee behind "read newest-first and always land on the same truth".
Valid metric space. 0 of 1,728 triangle-inequality checks violated — the GNN/clustering layer is mathematically grounded, and scores are totally ordered.

The boundary that keeps this honest: the algebra governs how cards combine — it cannot derive a measurement. You cannot algebra your way to a model's score; you still run the harness. Math applies to structure, convergence and embedding — never to generating the numbers.

The timeline — read from the top

2026-08-06
BFT/quorum purge complete. 14 surfaces cleaned across both openmoe.ai Cloudflare projects; the retracted consensus claim survives only inside the retraction notices themselves (DR-0007).
2026-08-06
CI gates live. The router-lane publication gate and the robots.txt RFC 9309 resolution gate now run on every push — the publish discipline is mechanical, not remembered.
2026-08-06
Content-Signal restored. search=yes, ai-input=yes, ai-train=no back live on csoai.org after silent drift — grounding permitted, training reserved.
2026-08-06
Router paper published. doi:10.5281/zenodo.21819976 — lanes, confusion matrices and validator attached so anyone can recompute.
2026-08-06
Card-KB algebra measured. CRDT-like commutative monoid — associative, idempotent, order-convergent; metric space valid on 1,728 checks.
2026-08-06
Sitemap rebuilt. 491 stale URLs → 258 real pages; the 198 regulator deep-dive packs are discoverable again.
2026-08-06
robots.txt contradiction killed. Cloudflare's managed-robots override disabled; 46 agents, 46 groups, zero ambiguity under RFC 9309.
2026-08-06
Arena hub live. 13 greenfields, one board — csoai.org/arena-hub.
2026-08-06
GovBench paper published. doi:10.5281/zenodo.21819231 — n = 237, macro-F1 0.381, the 24-row correction told in full.
2026-08-06
Care gate fixed. Adversarial battery recall 0.683 → 1.000, over-block 0, CI green.

The honest boundary

OWM (outer world model) is real. The signed-card timeline, the router, the arena — running, measured, published.
VWM / IWM are frames, not modules. The visual and inner world models are names over the same cards, not separate built systems. They become real one measured brick at a time.
"Infinite" means horizontally scalable. More GPUs add more cells and scenes; one mind's context stays bounded — which is why the 3 KB card and the router exist. The index is infinite-friendly; the reader is honest about its window.
The read lane is unresolved. At n = 3, no tested small-model configuration read the board correctly (0/3 in every logged run). The card format is verified; a model reasoning over it is not yet — the next brick, not a claim.
"No way out" is the one sentence this estate forbids. Every layer carries its measured hole. What we publish is what each layer catches and what it misses — checkable, signed, and stronger than any unfalsifiable claim.