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17:24
2026-06-27
markferraz.com
artificial-intelligence

The Defender's Dilemma

AI product teams are building for capability when they should be building for trust, argues a new analysis. The key to user delegation is not model competence but continuity, shared context, boundary …

00:00
2026-06-24
markferraz.com
artificial-intelligence

The trust function.

AI capability alone does not produce user delegation; trust does. A professional spends ten minutes reviewing an AI's draft but only one minute with a junior colleague's, because trust requires contin…

00:00
2026-06-13
markferraz.com
artificial-intelligence

The dependency you cannot audit.

AI capability alone does not enable delegation; trust is the missing link. A professional spends ten minutes reviewing a model's draft versus one minute approving a junior colleague's work, despite th…

00:00
2026-06-01
markferraz.com
ai-safety

The generation was never the hard part.

The AI industry has focused on improving model capability, but the real barrier to user adoption is trust, not competence. A professional spends more time reviewing an AI's output than a junior collea…