Reading up on O*NET

Perplexity's agent orchestrator, Computer, cuts knowledge-work time by 87% and cost by 94% by shifting users from manual execution to supervision and expanding task scope across occupational boundaries.

Anthropic finds experienced Claude users achieve higher success and tackle more complex tasks, while new users drive usage diversification toward lower-wage personal queries.

New metrics from Anthropic show Claude usage is concentrated in coding tasks, augmentation dominates consumer use, and US adoption is converging rapidly while global usage remains tied to GDP.

Analyzing 100,000 real Claude conversations, Anthropic estimates AI reduces task completion time by 80%, implying a 1.8% annual US labor productivity increase.