Technology · properties and outcomes
What is proven. What is not yet.
Six properties of the brain, each with its current status, and one row on what is not there yet. A property is listed as in production only where a sealed record exists; everything else is labelled for what it is.
The record
Each property, with its status
| Property | What it means | Status |
|---|---|---|
| Provenance — every material decision is sealed | Every material decision is written to a tamper-evident, cryptographically sealed chain. Any answer can be traced to its origin and re-checked — years later. Nothing is asserted that cannot be replayed. A seal proves where a decision came from and that it has not been altered since — not that the decision was right. | In production · internally verified · bundles examinable under NDA |
| Formal truth — mathematics is machine-checked | In our formal-mathematics programme, a claim is accepted only when a formal proof kernel certifies it. Not reviewed. Not voted on. Machine-checked or rejected. This standard applies to mathematics and formally specifiable logic, not to every product decision. | Research programme · machine-checked |
| Ascension — self-improvement, gated by a frozen exam | A challenger is promoted only after beating the incumbent on a frozen, sealed exam — reproducible, logged, and kill-switched. The measured gain is recorded in a sealed bundle that qualified partners can examine under a non-disclosure agreement. | Measured · internally verified |
| Sovereignty — compute we own | The brain runs on hardware we own — a private multi-node mesh in the United Arab Emirates, offline-capable, with ~332 GB of GPU-visible memory across its GPUs and unified-memory accelerators. Core reasoning depends on no rented inference provider. | In place · inspect it on a demo |
| Frontier — ARC‑AGI‑3, sealed | On ARC‑AGI‑3, a frontier interactive-reasoning benchmark of twenty-five environments, the brain reached Level 8 on three of them and Level 5 or above on eight. The rest remain at early levels — on the record. 164 runs met our Tier‑1 validity standard and are cryptographically sealed and replayable. A self-reported result on our own hardware, not a leaderboard submission. | Self-reported · sealed |
| Foundry — one core, complete industry operating systems | One core builds complete operating systems per industry, each held to a single benchmark — 93 feature areas — before it counts as complete. One is complete today, in real estate; the core is being extended toward 500+ industries. | One complete · more in build |
| Customer references | Not yet published. The first complete industry OS is our own platform. | Not yet |
Straight answers
What the numbers do and do not show
Who has verified these numbers?
We have. Every figure on this page is Yalla2x's own measurement, sealed on our hardware, as of August 2026. No third party has audited them yet. Where we can prove something we say so; where we cannot, we say that too.
What does a seal actually prove?
Provenance and integrity: which brain produced a decision, from what inputs, when, and that the record has not been altered since. It does not prove the decision was correct. Correctness is answered separately — by tests, by the frozen exam, and, for mathematics, by a formal proof kernel. Not reviewed. Not voted on. Machine-checked or rejected.
Is the benchmark result public?
No leaderboard entry. ARC‑AGI‑3 is a public, interactive reasoning benchmark made of twenty-five game-like environments; our Level 8 result on three of them was produced on our own hardware and is self-reported. 164 of our runs met the Tier‑1 validity standard we set and are cryptographically sealed and replayable. Eight environments stand at Level 5 or above and the rest at early levels. Sealed run bundles can be examined by qualified partners under a non-disclosure agreement.
Is self-improvement really proven?
It is measured. A challenger brain is promoted only after beating the incumbent on a frozen, sealed exam it cannot edit; the gain on that exam is recorded in a sealed bundle that qualified partners can examine under a non-disclosure agreement. That is an internal measurement — not a mathematical theorem, and not yet independently audited.
Verification
Examine a sealed bundle.
Sealed audit bundles can be examined by qualified partners under a non-disclosure agreement.
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