The money is not made by whoever owns the technology, but by whoever sells the outcome per unit of consumption and the process re-engineered around the technology — with a lag of 20–40 years. The map of how the electricity market formed, as a working template for the AI-2026 wave.
| Topic | What the sources actually show |
|---|---|
| "Electricity saved the whales" | A myth. The whaling fleet collapsed earlier (sperm-oil peak in 1856; fleet 735→39 by 1876) because of kerosene (Drake, 1859), not because of the lamp. |
| Price parity per lumen | No single dated figure (electric vs. gas) is found in the sources — there is a trend (Nordhaus) and the fact that it was "valued below gas." Flagged unverified. |
| Engineering talent ×8 (1905→30) | Not directly verified — a proxy is given (Michigan: peak of 84 degrees in 1924/25). Approximate. |
| Gas migration | The incumbent did not die: gas lost lighting but took heating/cooking; the Welsbach mantle extended gaslight by ~50 years. |
Ørsted 1820 → Faraday 1831 → Maxwell 1865; later, calculation-based engineering (Steinmetz). Physics became technique.
No money was made here.
Three "locks":
• Component: the ZBD transformer at 98% efficiency (Ganz, 1885); Shallenberger's meter (1888) made consumption measurable; the Curtis turbine at Fisk St — 5 MW when the next-best was just 1.5 MW.
• Standard: AC won on transmission economics. Chicago 1893: Westinghouse $399k vs. GE $554k. 60 Hz US / 50 Hz Europe locked in by 1891.
• Business model: Insull — the Wright tariff + load diversity + massing → bills −32%/year, price 20¢→2.5¢/kWh (1892→1909).
Margin and power settled into the hidden layers. The financial superstructure (holding companies) inflated and burst. Durable margin lives in the patented complement (GE: the lamp as a consumable).
The filling "creeps" from THEORY toward MARKET/CAPITAL/LABOR. The winner's point of entry is the empty business-model layer (BUSINESS in P3), not the technology layer.
| Layer ↓ / Period → | P1 1831–79 | P2 1880–92 | P3 1893–07 | P4 1908–29 | P5 1930–35 |
|---|---|---|---|---|---|
| THEORY | Faraday's induction (1831); Maxwell | — | AC calculation (Steinmetz, 1892–93) | — | — |
| TECH | dynamo, lamp | Edison's lamp; Tesla/Westinghouse AC system | Stanley's transformer; Curtis's turbine | turbines 1.5→208 MW; small household motors | — |
| PRACTICE | — | isolated plant vs. central station | load diversity + metered tariff | unit-drive factory reorganization; load-building | — |
| PRODUCT | — | "light" (a service) | metered light | iron→vacuum cleaner→radio→refrigerator | refrigerator 8%→44% |
| ACTOR | Faraday | Edison, Westinghouse, Tesla, Morgan | Insull, GE, UL, AIEE, NELA | EBASCO, Hotpoint, Matsushita | FTC, Congress (PUHCA) |
| MARKET | — | lighting (niche) | urban utility markets | appliance market + industrial electrification | mature markets |
| INFRA | — | Pearl Street (1882); isolated plants | Niagara (1895); urban grids | national generation growth ×20 (1902–30) | the grid as a utility |
| BUSINESS | — | selling the "system"/equipment | regulated-utility metered; the PUC bargain (Wisconsin 1907) | vendor financing (EBASCO); installment plans; holding-company pyramids | the collapse of the holding companies; the appliance business holds |
| CAPITAL | — | Morgan → GE (1892) | banking capital into utilities | EBASCO $1.25B / 33 states (1926); Insull's pyramid | the 1932 crash; PUHCA 1935 |
| LABOR | — | — | the first engineering programs | GE "Test," Westinghouse Night School; engineering degrees ×8 | 150 power programs (1935) |
| EVENT | lamp 1879 | S.S. Columbia 1880; Morgan's house 1882; war of the currents 1888–93 | Chicago 1893; Niagara 1895; PUC Wisconsin 1907 | homes 30%→70%; industrial capacity 5%→75% | Insull's collapse 1932; PUHCA 1935 |
The share of electric drive in industry: <5% (1899) → 50% (1919) → 75–78% (1929). But the productivity jump arrived only in the 1920s — with a lag of ~20–40 years. "Naive electrification" (a motor in place of the steam engine on the old line shaft) yielded ≈0; the gain came only after unit drive + replanning the factory around flow (Devine, 1983, 3 stages).
Takeaway for the CEO: "an LLM in place of the line shaft" = zero. The wave's margin is captured by whoever sells the reorganization of the process around agents, not access to the model. A rigorous historical argument for the thesis "sell the outcome": the outcome = the re-engineered process.
| # | Hypothesis | Verdict | Key evidence |
|---|---|---|---|
| H1 | Removing a barrier/setting a standard does not lock in the market → a second moat is needed | ✅ | UL + insurance (the admission gate) and the AC standard opened the market to everyone. The hold came from a second moat: Insull — a regulatory monopoly + capital; GE — the lamp patent + vendor financing. |
| H2 | Growth by embedding into confirmed demand + collapsing the price | ✅ | Light entered already-paid-for demand (gas), priced below it. The first customer is not the mass market, but a business with acute pain: S.S. Columbia (1880), before Pearl Street. Isolated plants beat the grid 702:58 (1886). |
| H3 | The "1C army": victory through training an army of implementers | ✅ | GE Test Department (1904): 575 people, 67 colleges, 18 nationalities, on rotation → ready-made engineers into the industry. The winner itself built a talent forge as part of the capture infrastructure. |
| H4 | Winners-by-capital: infrastructure + financial wrap around the channel | ✅ (with a caveat) | EBASCO (1905): the equipment vendor became a bank for the utilities — $1.25B / 33 states by 1926. BUT the superstructure ≠ durability: the holding companies (8 groups ≈73–75% of investor-owned utilities by 1932) inflated and burst → Insull's collapse 1932, ~600k shareholders → FTC 96 volumes → PUHCA 1935. |
| H5 | Margin migrates; the most durable is the patented mass-market complement | ✅ | What survived through all of it was GE's appliance-and-patent business — the lamp at 71.9% of the market, inelastic demand, profit on appliances through the Depression. Infrastructure gets regulated/bankrupted — the patented complement does not. |