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Proof, not promises

Don't trust us. Check us.

Most AI is sold on a claim. We would rather you verify a decision than trust a score about it. This page is an honest account of what we have proven, what is still in build, and where we are behind.

What a seal proves

Provenance and integrity. Not correctness.

Every material decision our systems make is written to a tamper-evident, cryptographically sealed chain, so it can be replayed and independently checked later. A seal proves a decision happened, on specific data, and has not been altered since. It does not, on its own, prove the decision was right.

We keep those two apart on purpose, because conflating them is how buyers get surprised.

Verify, don't trust.

Correctness is a separate discipline of testing and evaluation. We publish both the proven and the in-build, and we name the one place we are behind.

The scoreboard

Held honestly.

What Yalla2x has built, measured and sealed, with an honest status for each
What it isStatus, held honestly
01Sealed decisionstamper-evident chainEvery material decision is sealed to a cryptographic chain, replayable and re-checkable years later.In production · internally verified
02Sovereign computehardware we own, in the UAECore reasoning runs on a private multi-node GPU mesh we own, in the United Arab Emirates, offline-capable, with no rented inference provider inside core reasoning.In place · demonstrable
03Formal truthmachine-checked mathematicsA class of claims is accepted only when a formal proof kernel certifies it, including Riemann-related lemmas checked in the Lean theorem prover. The Riemann work Research programme · machine-checked
04Ascensionpromotion gated by a frozen examA challenger model is promoted only after beating the incumbent on a frozen, sealed exam: reproducible, logged, and reversible.Measured · internally verified
05Reasoning paritybanked head-to-head matchesOn a set of banked, head-to-head reasoning matches, our system reached parity with a frontier model. We report this as a measured result, not a universal claim.Measured · internally verified
06Domain masteryindependent re-verification at barOf seven target reasoning domains, two have been independently re-verified at the passing bar. The remaining five are in build and are not claimed as done.2 of 7 sealed · rest in build
07General reasoningARC-AGI-3, sealed runsThree ARC-AGI-3 games were solved to level eight, with the runs cryptographically sealed. The ARC-AGI-3 record Sealed · reproducible
08Track recordwhere we are behindOne complete industry operating system and multiple models run our own real-estate platform in production. Named external customer references are still to follow. We say so plainly.Early · references to follow

Held honestly: the last row is the one where we are behind. “Internally verified” means measured and sealed by us; it is not a third-party audit, and we do not describe it as one.

See for yourself

Check a sealed decision in your own browser.

You should not have to take any of this on faith. On the next page, recompute a sealed record's fingerprint yourself and watch it break the moment anything is changed.

Our standard

If it can't be checked, it doesn't get believed — by you, or by us.

Contact us

See it run before you believe it.

Bring us your challenge. Tell us your industry, your timeline, and what you want to see running.

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See the scoreboard against your own case

Tell us the decision you need to trust, and we will show you how it is proven.

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The Yalla2x film