📰 Dev.to · Talvinder Singh

Large model failures are design failures masked by complexity; adopting Product Lifecycle Debugging for Models (PLDM) cuts AI defects by half and transforms AI

--- title: "The Human-in-the-Loop Autonomy Paradox" description: "Full AI autonomy increases human...

Without secure, verifiable digital identities for autonomous AI agents, trust and regulatory compliance will collapse, blocking scalable AI adoption.

The companies that won the 2010-2015 cohort weren't the ones with the strongest network effects — they were the ones whose founders could articulate the pattern

A framework for why founders waste months building horizontal infrastructure before proving a single repeatable transaction — and how to sequence the work corre