Projects
Evidence, not promises.
Two research inquiries to date. Each entry records what has been explored and, just as clearly, what has not been claimed.
Research
OpenVLA
Vision-language-action research: how instructions and observations might map to actions on bounded robotic tasks.
What has been explored
- Reviewing vision-language-action approaches and their assumptions
- Framing narrow tasks with clear baselines before considering learned methods
- Identifying where such methods are brittle or under-specified
No deployed robot, benchmark result, or general embodied model is claimed.
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Research
Quantum CFD
Exploring whether quantum or hybrid methods could plausibly help with bounded computational fluid dynamics sub-problems.
What has been explored
- Scoping CFD problems where classical compute cost is a limiting factor
- Comparing candidate quantum and hybrid formulations against classical baselines
- Separating theoretical possibility from demonstrated advantage
No quantum advantage, validated speed-up, or production capability is claimed.
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