An independent AI-era intelligence desk
Human & Machine: Abuse the Compute
The machine is the constant. The people are the variable — and the cause. On the numbers we bring the meter and no verdict; on the harm we have a point of view. Not "AI took your job" — an executive did, and here's the receipt.
Where the numbers stand
The gap between the story and the filings is wide and widening. We report the gap — we don’t call the crash.
All twelve signals →The living document
Living · live figures from the engine · static exhibits stamped & dated
A structural proof of the bubble
152 pages, 56 figures, 52 dossiers — the whole argument, every number sourced to filings and recomputed on each build. Where the market's story and the ground-truth diverge, and by how much.
- Capability
- Energy
- Revenue
- Adoption
- Labor
- Power
Every instrument on one desk
Sixteen instruments racked on one surface — the needle row is the live reading; pick a switch or walk the rack. Compare any firms side by side, straight off the engine.
as of 2026-07-13 — static snapshot; enter the console for live readings
68 firms, six stresses
The full five-layer universe scored from filings — heat cells, layer switches, every row opens the firm’s dossier.
Where AI actually pays
Every vertical classified from its own filings — demonstrated, emerging, or still just spend. Each “why” sourced.
