identity portability

AI Can’t Be Held Accountable For Decisions Made With 30% Of Relevant Information

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Professional silhouette walking forward with glowing verified contribution network constellation, leaving fragmented platform silos behind - portable identity Web4 infrastructure visualization

But even if AI had 100%, it would still be training on unverified claims—which is why the missing piece isn’t just access, it’s temporal verification You notice it first in small moments. A colleague explains something perfectly—vocabulary precise, logic sound, examples clear. Then you ask a clarifying question three weeks later and discover the understanding … AI Can’t Be Held Accountable For Decisions Made With 30% Of Relevant Information

The Architecture of Platform Lock-In—And How Portable Identity Makes It Impossible

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Open green padlock with cracking orange platform blocks labeled Social Graphs, Search Patterns, Work Files, and Device Ecosystems, illustrating portable identity breaking platform lock-in architecture

When Identity Becomes Portable, Platforms Become Optional Sarah deletes her professional networking account. Twenty years of connections, endorsements, recommendations, messages—gone. Doesn’t matter. Her Portable Identity carries everything that actually matters: cryptographically-verified proof she made 847 people measurably more capable, cascade depth of 12,000+ through four network layers, absence delta of 0.73 in her primary contribution … The Architecture of Platform Lock-In—And How Portable Identity Makes It Impossible