https://blockradar.digital/blog/ai-product-teams-turn-from-demos-to-daily-workflows/Software teams are measuring AI features by retention, workflow fit, and operational value instead of launch-day novelty. https://blockradar.digital/blog/design-systems-face-a-new-test-from-ai-interfaces/AI features are forcing design systems to handle uncertainty, streaming states, citations, and correction flows. https://blockradar.digital/blog/software-buyers-ask-harder-questions-about-ai-costs/AI software vendors face more scrutiny as buyers compare usage pricing, margins, and the actual productivity returned by new features.