Topic
How organizations count AI benefit - throughput and time saved - and what those metrics fail to capture about workforce capability.
Kevin Hassett, the White House's top economic adviser, projected baseline US growth of about 4%, roughly double the 2% private forecasters expect. A company budgeting off official figures is using a forecast that rests on AI gains he says the statistics have not yet picked up.
Reality
Revenue per employee rises when the denominator falls. Last quarter India's five IT majors moved that denominator in both directions at once. The analyst firm behind the sector's seven-year series says the ratio leaves automation and layoffs indistinguishable.
Reality
Gergely Orosz's visit found finance, recruitment and legal teams going from roughly zero to 90% Codex use in four months, with almost half of that arriving before anyone made the tool comfortable for them.
Reality
Project OT sketched an AI-native Meta with much smaller teams and fewer management layers, and Zuckerberg has been using a CEO agent to skip several of them. The internal coding numbers did not follow.
Reality
Project OT scoped cutting some teams by as much as 60 per cent and handing their work to AI agents. Meta executed a single 10 per cent layoff instead, after internal data showed the agents were not delivering the hoped-for productivity gains.
Reality
Reuters reports that Meta's OT plan modelled cutting some teams by 60 percent and putting small human crews over agent workflows, while internal indicators said the agents were not delivering the productivity the plan assumed.
Reality
Adoption has outrun the personal computer and the internet, yet the technological and institutional foundation stays unsettled. The move is to buy optionality, not lock in architecture.
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IMF economists put AI's annual time savings at $2.7tn, with 96% landing in high-income countries. The war-driven energy inflation Georgieva describes lands hardest somewhere else.
Reality
An EEG study found LLM-assisted writers did worse once the tool was taken away. That deficit only shows up outside the window where throughput is counted.
Reality