Chains. Four questions, traced down.
A standing public log of consequence-chain reasoning. Macro shifts traced through their second-order effects, the forced problems they create, and the infrastructure those problems make necessary. The killed entries are the more useful read — they show where the reasoning breaks.
- 02 Live First two questions resolve.
- 01 Unresolved Chain holds, buyer unclear.
- 02 Killed One question broke irreparably.
Methodology
- 01
First-order
What changes immediately?
- 02
Second-order
What follows from that change downstream?
- 03
Forced problem
What new problem becomes mandatory to solve?
- 04
Infrastructure gap
What’s missing that someone has to build?
A chain is LIVE if the macro shift looks real and at least the first two questions resolve cleanly. UNRESOLVED if the chain holds but the buyer is unclear. KILLED when a question breaks irreparably — usually because the second-order consequence doesn’t follow, or the buyer for the missing infrastructure doesn’t exist at any price.
Active dossiers
-
Dossier № 01 Generative models reach pixel-perfect synthetic Earth imagery by 2027
Macro shift Open-source diffusion models trained on Sentinel-2 archives become capable of generating arbitrary plausible Earth imagery, indistinguishable from genuine captures at 10-m resolution.
- 01 First-order
Insurance, agritech, and commodity-trading firms that consume satellite imagery lose the ability to trust unverified frames.
- 02 Second-order
Imagery providers (Planet, Maxar, ESA) face pressure to cryptographically sign at capture — but signing is downstream of who owns the satellite.
- 03 Forced problem
Independent verification (cross-source, multi-pass, ground-truth witness) becomes a small but real services market.
- 04 Infrastructure gap
Infrastructure gap: a verification layer for raw imagery, possibly running over a federation of ground stations. Unclear who pays first.
Verdict Markets exist but very early. Stuck on whether the buy-side will pay before a public incident forces the question.
- 01
-
Dossier № 02 GNSS spoofing scales from nuisance to systemic
Macro shift By 2027, SDR-based GNSS spoofing reaches commodity status — sub-$2,000 hardware capable of city-block coverage.
- 01 First-order
Aviation and maritime operators increasingly distrust raw GPS fixes near contested coastlines and ports — already visible in the Black Sea and Hormuz.
- 02 Second-order
Insurance and cargo industries demand independent verification of vessel and aircraft positioning before underwriting routes.
- 03 Forced problem
Receiver-internal anti-spoofing (multi-constellation, RAIM) hits a ceiling — one receiver can't disambiguate a coherent multi-system spoof from real geometry.
- 04 Infrastructure gap
Infrastructure gap: a network of independent commercial-grade ground stations dense enough to triangulate PNT consensus, sold to insurers and operators rather than aerospace primes.
Verdict Maritime insurance is the wedge — they pay first. Watching for a Tier 1 carrier to mandate verification.
- 01
-
Dossier № 03 India's transmission grid runs increasingly stressed as renewables ramp
Macro shift India's renewable share crosses 35% of installed capacity by 2027, concentrated in three states (Rajasthan, Gujarat, Tamil Nadu).
- 01 First-order
Inter-state transmission absorbs the timing mismatch between solar/wind generation and load centres in the north and east.
- 02 Second-order
Grid frequency excursions outside 49.5–50.5 Hz become weekly events, not yearly. SLDCs lack the instrumentation to attribute causes in real time.
- 03 Forced problem
Discoms and large industrial consumers face PPA penalty exposure when frequency-linked clauses trigger — and they have no independent way to verify SLDC attribution.
- 04 Infrastructure gap
Infrastructure gap: substation-edge frequency-and-quality telemetry exposed via API to the parties paying penalties, not just to the regulator.
Verdict Industrials are the wedge — they pay first. Discoms buy second, regulator never.
- 01
Killed dossiers
Chains that died. The reason is the point of the entry.
-
Dossier № 04 Residential rooftop storage attaches to Indian rooftop solar
Macro shift Rooftop solar adoption among Indian middle-class homeowners doubles by 2027 as panel prices fall.
- 01 First-order
Households install 3–5 kW rooftop solar; net metering exports surplus to the grid at favourable tariffs.
- 02 Second-order
As net metering tariffs decline (discom resistance to peak-rate buy-back), homeowners look at on-site storage to time-shift consumption.
- 03 Forced problem
Battery vendors push residential 5–15 kWh systems with payback claims of 5–7 years.
- 04 Infrastructure gap
Infrastructure gap: integrated solar-plus-storage installer network with financing.
Killed Killed 2026-03. Net metering rules vary by state but tariff structures uniformly hostile to residential storage payback. Real economics 12+ year payback in most states. Wrong layer — the buyer that pays first is industrial, not residential. Folded into the substation-telemetry chain.
- 01
-
Dossier № 05 Generative tutors disintermediate the test-prep coaching industry
Macro shift GPT-class models reach competence at JEE-Advanced problem solving by mid-2025.
- 01 First-order
Aspirants substitute monthly coaching fees for cheap AI tutoring subscriptions.
- 02 Second-order
The major coaching brands (Allen, FIITJEE, Vedantu) face revenue compression of 30%+ within three years.
- 03 Forced problem
A second-order shift: the *value* of coaching becomes social-proof and signalling, not pedagogy.
- 04 Infrastructure gap
Infrastructure gap: a tutoring product that out-competes coaching on raw outcome, not vibes.
Killed Killed 2026-02. The bottleneck isn't pedagogy quality — it's parental willingness to substitute a known social ritual for an unproven one. Underestimated the signalling function badly. Three good products in the market already failing for the same reason.
- 01