Technology
Proven, not promised.
Where it hasn't yet won, we say so; where it has, we can prove it. Every measured figure here carries its condition, and every qualifying run is sealed.
RSIS Recursive Self-Improvement Systems
Intelligence that evolves. Improvement that compounds.
At Yalla2x, we explore AI systems designed to improve beyond their initial capabilities. Through continuous evaluation, verification, and refinement, RSIS turns every validated improvement into the foundation for the next, building towards intelligence that learns how to improve itself.
What is proven
What is proven. What is not yet.
The reasoning core is separate from any one product. These figures describe the core and its record. Every figure below is Yalla2x's own measurement, sealed on hardware we own. None has yet been audited by a third party.
Measured on our hardware
- Reached on ARC-AGI-3 in three environments
Level8
Other environments remain at early levels. Self-reported.
- Reasoning methods
840
Behind a tamper-evident cryptographic ledger.
- Feature areas in PropertyMarket.ae
93
Our own real-estate platform.
How it is checked
- Benchmark runs sealed to our Tier-1 standard
164
Sealed and replayable.
Independent results
None has yet been audited by a third party.
Every measured figure is Yalla2x's own measurement, produced and cryptographically sealed on hardware we own (August to September 2026). None has yet been audited by a third party. Sealed audit bundles can be examined by qualified partners under a non-disclosure agreement.
Founded 2025 · Yalla2x L.L.C-FZ, Meydan Free Zone. Bootstrapped.
Status
Stated with confidence, held honestly.
Held honestly: every measured figure in our column is backed by a sealed record we can show qualified partners under a non-disclosure agreement, including the row where we are behind.
| Property | What it means | Status |
|---|---|---|
| 01Provenanceevery material decision is sealed | Every material decision is written to a tamper-evident, cryptographically sealed chain. 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 |
| 02Formal truthmathematics is machine-checked | A claim is accepted only when a formal proof kernel certifies it. This standard applies to mathematics and formally specifiable logic, not to every product decision. Riemann | Research programme · machine-checked |
| 03Ascensionself-improvement, gated by a frozen exam | A challenger model is promoted only after beating the incumbent on a frozen, sealed exam: reproducible, logged, and kill-switched. | Measured · internally verified |
| 04Sovereigntycompute we own | The brain, the AI model, runs on hardware we own: a private multi-node mesh in the United Arab Emirates, offline-capable. Core reasoning depends on no rented inference provider. | In place · inspect it on a demo |
| 05FrontierARC-AGI-3, sealed | Level 8 on three of twenty-five environments and Level 5 or above on eight. The rest remain at early levels, on the record. Not a leaderboard submission. | Self-reported · sealed |
| 06Foundryone core, one benchmark | Each system is held to a single benchmark (93 feature areas) before it counts as complete. One is complete today, in real estate: PropertyMarket.ae. | One complete · more in build |
- Sealed
- A seal proves where a decision came from and that it has not been altered since, not that the decision was right.
- Internally verified / self-reported
- Yalla2x's own figures, measured on our own hardware; not yet audited by a third party.
- Independent audit
- None has yet been audited by a third party.