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The AI, ML & Quantum Record

An open, reproducible record of the AI/ML stack and an honest quantum resource estimate.

Open Science & PublicationsUpdated 2026-08-11
Deposit
DOI 10.5281/zenodo.21842371

Alongside the physics deposits, Kronos publishes a reproducibility record for its AI/ML methods and a quantum-computing proof-of-concept with an honest resource estimate — including the candid conclusion that quantum offers no near-term crossover for these problems. It is deposited openly (DOI 10.5281/zenodo.21842371).

Honest about limitsThe quantum record's headline is a negative result stated plainly — no near-term advantage — which is itself a credibility signal.
The AI-native, certifiable real-time control blueprint.
The AI-native, certifiable real-time control blueprint.

Common questions

What is the AI, ML and quantum record?

An open deposit (DOI 10.5281/zenodo.21842371) documenting the AI/ML methods and quantum-related work Kronos uses to accelerate design and analysis — published alongside the physics engines.

Does AI drive the design point?

No — the design rests on transparent physics engines; AI accelerates exploration and cross-checks. The record exists so those methods are as reproducible as the physics.

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Content reviewed August 2026 · design-and-simulation stage