Materiality Data Ltd
Applied AI engineering, with the evidence to go with it.
Agent and voice systems. The evaluation, audit and runtime controls that show what they actually do.
Work
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auditk
A scoring protocol for agent traces: an open specification, a reference implementation and a technical report.
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bossyk
A reference monitor for tool-using agents: govern the effect, attest the record. Public sandbox.
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stt-bakeoff
A vendor-neutral harness for measuring speech-to-text engines on your own audio.
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constellaration
Stellarator optimisation on Proxima Fusion's open fusion benchmark, with results on the public leaderboard.
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Writing
Notes on audit trails, agent governance and evaluation.