Rixven

An independent research company working on two timescales at once: a long-term question and a this-quarter one.

Sponor is our transformer-replacement architecture research — a resonance field in place of an attention matrix, no KV cache. Early, published as we go, including the parts that don't work yet.

Kerven Vega 1 is our first product: a small, open-weight code review model trained specifically to catch the way AI-generated code fails — confidently, fluently, and wrong.

Two people. One is thirteen and writes the code.

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