Daily data refresh: Goldman $1.42T revenue hurdle, 2030 grid gap, Italy's AI crime, fresh layoff totals
Today's AI-economy briefing, verified and folded into the data. Capex: Goldman's new revenue-hurdle math — the six big US hyperscalers need ~$1.42T in cumulative 2028–2030 revenue (~$11.6B/GW/year at 15% ROIC) to justify 2026–27 AI compute capex; ~$300B/year just to break even; $1.69T in cloud backlog is the offset case. Energy: TrendForce counts 161 GW of data-center power demand in 2026 (AI servers 33.4%, past 40% by 2027) and a ~268 GW grid supply-demand gap by 2030 — power is the hard ceiling, not chips. Labor: fresh tracker totals — 225,122 tech layoffs across 519 events (SkillSyncer, Sep 28), Layoffs.fyi at 128,536 already past all of 2025; AI has been the leading stated reason for cuts three months running. Policy: Italy made failing to adopt safety measures on high-risk AI systems a criminal offense (Art. 437-bis) — with the company itself criminally liable. Chips: Beijing reportedly signaled it may let ByteDance and Alibaba buy Nvidia's new RTX Pro 5500; ByteDance is weighing ~1M units.
See the full changelogImpact Suite
Mapping the AI buildout as a market — who builds, who funds, who pays, and what changes for people over the next decade.
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The AI data center buildout: the power edge
What the buildout is actually doing to power — traced three orders deep, every figure sourced. Not a pitch; the data.
The five largest tech firms spent $400B+ in 2025 and are set to raise it ~75% in 2026 — most of it AI infrastructure. [11] IEA
This spending builds the data centers that consume the electricity above — and drives the price spike below.
From $28.92 to the $333.44 cap in three years; the grid's market watchdog pinned ~63% of the jump on data centers. [12] RTO Insider [5] Utility Dive
This cost gets passed to electricity bills — that's where regular people start paying for the AI buildout.
Thousands to build (~800–1,200 at peak); ~25–50 to run it. Billions of capex, dozens of permanent staff. [8] Brookings
The construction boom is real but temporary — and it pulls workers from housing and other projects that also need them.
Every figure sourced · who wins & who pays, three orders deep · as of September 2026