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An Opportunity for Equity: AI denies your loan and gives a form letter. GlassBox gives the exact reason, data receipts, and a fix-it plan, agents that catch discrimination.
SUBway is dependency-aware subscription management, starting with Supabase and OpenAI for their actionable APIs. It maps dependencies, finds safe savings, and can expand to other platforms.
A shift handoff is a memory consolidation event. REM ingests notes, vitals, and conversation into a provenance graph, writes an SBAR, and calls a clinician when a rule fires, not when a model guesses.
Your entire Mac, run by voice. Earshot opens apps, reads your screen, types and runs commands through the glasses on your face — no keyboard, no mouse, no hands. For some people, that's everything.
The cure may already be on the shelf. We just never connected the two nodes.
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