@arrotu

We’ve published a working demo showing how the NexArt SDK can be used to build and certify deterministic models. The video walks through two simple examples, a diffusion process and a sound-wave model, but the focus isn’t the models themselves. It’s the execution model behind them. With NexArt, each run is: deterministic (the same inputs always produce the same output) driven by explicit, versioned parameters sealed into a portable execution bundle that can be replayed and audited later This means you can certify not just what a model produced, but how it ran, including inputs, parameters, runtime rules, and protocol version. While the demo uses small scientific models for clarity, the same approach applies to higher-stakes environments where auditability matters: research, analytics, financial simulations, and regulated systems. The intent of this demo is simple: to show that determinism and auditability don’t have to be abstract principles. They can be designed into real systems from day one.

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