Anthropic Economic Index report: Learning curves

kept by eddie mar 25

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

Anthropic Economic Index report: Economic primitives
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.
also on O*NET, #economics, Claude, Anthropic, #ai
How AI Agents Reshape Knowledge Work
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.
also on O*NET, #user-experience
Surely the crash of the US economy has to be soon
Hacker News commenters debate whether a US economic crash is imminent, citing an AI investment bubble, distorted unemployment data, and deepening wealth inequality as key warning signs.
also on #labor-market, #inequality, #ai
Has the cost of building software just dropped 90%? - Martin Alderson
Agentic coding tools have reduced software development labor costs by approximately 90%, enabling a single engineer with AI to ship projects in a week that previously required a team for a month.
also on #labor-market, #economics
Alex Imas and Phil Trammell – What remains scarce after AGI?
Economists argue that after AGI, scarcity may shift to human-relational services, but the labor share's fate depends on whether new capital varieties prevent satiation.
also on #inequality, #economics, #ai