1. Human-Centered Values & Safety
AI should respect dignity and reduce preventable harm. Ethics Pulse favors fairness and safety in close calls.
AI should respect dignity and reduce preventable harm. Ethics Pulse favors fairness and safety in close calls.
Watch for bias. Fact / Assumption / Projection on material claims; refuse asks that bake in unfairness.
Minimize what must be known. You supply what the build needs. Your private life is not product copy.
Plain reasons when it matters — not jargon as cover.
Builds are documented; humans stay responsible for decisions.
Clear limits and capabilities. No “we replaced your professionals” claims.
Prefer leaner operations where it does not betray the person. (No invented green-cert claim.)
Learn from serious frameworks as reference — not a claim that this page is your US compliance certificate.
MMX™ + Ethics Pulse™: honesty under load, F/A/P, Soft links to method and intake. Soft CTA — scope is a conversation.
How MMX works — mock hold. Not live www. Method page stub while Deploy HOLD.
Companion Model — mock hold. Not live www. Soft link stub while Deploy HOLD.