Research initiative
FightSafe AI applied research
An AISERV research program in multi-source computer vision, temporal fusion, and review-queue tooling for live and post-hoc monitoring workflows.
Outputs are decision-support systems with mandatory human confirmation. FightSafe does not make injury-prevention, clinical diagnosis, or certification claims. Publication-oriented dissemination is in preparation for peer review when ready.
Engineering focus
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Computer vision research
Modular pose and kinematic substrates under partial observability.
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Human-in-the-loop AI
Operator triage, confirmation gates, and auditable evidence traces.
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Operational intelligence
Interpretable fusion and pipeline telemetry for technical evaluation.