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Scorecard

Every briefing runs several analytical lenses against the same question, and every call is scored when it resolves. This leaderboard is the per-lens track record: which way of reading the world earns trust.

LensTopicsStancesResolvedHit rateBrierEdgeLive exposure
Complexity Economics2801.65
Wardley Mapping2801.08
Product Development Flow1400.80
Disruptive Innovation1400.60
Throughput Accounting1400.57
Theory of Constraints1400.35
Modularity / Design Rules1400.00

The calls ledger

What we actually said would happen, dated and weighted, scored when it resolves. Weighted futures are the briefing's probability split; resolvers are the dated events that settle them.

Satellite D2D: where the margin goes when the coverage layer commoditizes (US, to end-2028)

Weighted futureWeightStatus
Fragmented Multi-Stable State40%open
OEM Vertical Capture28%open
SpaceX Direct-to-Consumer Bypass17%open
Carrier Vertical Integration15%open
ResolverKindDueStatusResolved
Pilot backtest P3/P4 (D2D spectrum, vantage 2025-09) resolve at horizondate2026-09-09pending
AST SpaceMobile BlueBird Block 2 reaches ≥20 operational satellites with CONUS coveragethreshold2027-06-30pending
US MNO ARPU compression on coverage-tier plans first disclosed (profit paradox onset)threshold2027-12-31pending
SpaceX–T-Mobile deal renegotiation or direct-to-consumer D2D launch announcedevent-trigger2028-12-31pending
Apple expands satellite service beyond emergency/safety to routine messaging or dataevent-trigger2028-12-31pending
Major US MNO announces acquisition of or controlling equity in a satellite D2D operatorevent-trigger2028-12-31pending
First publicly available open D2D wholesale tariff from any provider (commodity formation signal)event-trigger2028-12-31pending
Amazon-Globalstar merger closes and first commercial D2D product launches on Amazon device ecosystemevent-trigger2028-12-31pending

AI's moving bottleneck: memory, packaging, grid — where does the constraint land by 2028?

Weighted futureWeightStatus
Grid Claims the Cascade — Power/Interconnection Dominant by 202835%open
Multi-Front Deadlock — HBM Transition Friction + Grid Bind Simultaneously25%open
Efficiency Dampens the Cascade — AI Demand Decelerates Before 202820%open
Contingency Reshuffles the Stack — Architecture or Geopolitical Pivot20%open
ResolverKindDueStatusResolved
HBM Supply-Demand Normalization: Lead Times Below 26 Weeksthreshold2027-03-31pending
CoWoS Supply Gap Closes to Under 5%threshold2027-06-30pending
AI Compute Efficiency Breakthrough: >50% Reduction in GPU-Hours per Model Quality Unitevent-trigger2027-12-31pending
Major Hyperscaler AI Capex Guidance Cut of Over 20%event-trigger2027-12-31pending
BIS Escalates HBM Export Controls — SK Hynix Sales to Allied AI Customers Affectedevent-trigger2027-12-31pending
FERC/ISO Interconnection Reform: Median Datacenter Approval Time Below 3 Yearsevent-trigger2028-06-30pending
Power Transformer Lead Times Normalize Below 80 Weeksthreshold2028-12-31pending

Before the engine: the pilot's registry

These calls predate the engine. They were registered and published by hand, and they carry their original dates, wording, and confidence. We inherit the score either way it lands.

Live pre-registrations

Open calls carried over from the pilot, registered before the engine existed. Original registration dates and confidences; scored when their horizons arrive.

CallTopicClaimRegisteredConfidenceHorizonStatusResolved
2026-06-ai-margin-migration-P12026-06-ai-margin-migrationThrough 2027-12-31, the AI application layer splits on integration: companies that own their inference and/or proprietary data expand gross margin, while pure model-wrappers (no owned inference, no proprietary data/distribution) compress toward death. Integration — not the model — is the margin discriminator.2026-06-0870%2027-12-31open
2026-06-ai-margin-migration-P22026-06-ai-margin-migrationThrough 2027-12-31, frontier labs do **not** suffer an absolute gross-margin collapse toward marginal token cost on their premium SKUs: premium-tier demand stays price-inelastic enough that labs hold (or grow) compute margin even as headline $/token falls. Commoditisation hits the low end, not the frontier.2026-06-0860%2027-12-31open
2026-06-ai-margin-migration-P32026-06-ai-margin-migrationThrough 2027-12-31, the naive commoditisation reading holds in full: model-API providers broadly see gross margins collapse toward marginal token cost as open weights and price wars strip the layer. **We predict this MISSES** — commoditisation bites the good-enough tier and the wrapper resellers, not the frontier labs' own premium economics (cf. P2).2026-06-0838%2027-12-31open
2026-06-d2d-margin-release-L12026-06-d2d-margin-releaseThrough 2027-06-30, the AT&T/T-Mobile/Verizon satellite JV (and its members, individually or collectively) will not acquire majority control of AST SpaceMobile; the JV–AST relationship resolves as commercial/wholesale procurement, at most with continued minority investment.2026-06-0870%2027-06-30open
2026-06-d2d-margin-release-L22026-06-d2d-margin-releaseWithin 12 months (by 2027-06-06), AST SpaceMobile remains independent (no change of control) AND signs at least one additional carrier-collective capacity arrangement — either the US JV's definitive wholesale agreement or an international analog (e.g., a multi-carrier or national-coalition deal in Europe/Asia). Conjunctive claim: both legs must hold for a HIT.2026-06-0855%2027-06-06open
2026-06-d2d-margin-release-L32026-06-d2d-margin-releaseWithin 12 months (by 2027-06-06), the AT&T/T-Mobile/Verizon JV's definitive arrangements will be operator-neutral or multi-vendor — it will not grant AST (or any single satellite operator) exclusivity over the JV's pooled spectrum or D2D procurement.2026-06-0872%2027-06-06open
2026-06-d2d-margin-release-L42026-06-d2d-margin-releaseThrough 2027-06-30, AST SpaceMobile **equity (ASTS)** delivers a sustained, outsized re-rating attributable to its neutral-host consolidation: the stock materially outperforms a satellite/communications benchmark off the strength of L1–L3 playing out. **Expected MISS.** The structural thesis says throughput accrues to AST's constrained operating layer — it makes no promise the *equity* captures it by this horizon. The constellation is unbuilt and capital-intensive, the stock already round-tripped an all-time high, and the binding risks (launch execution, dilution) sit outside the lens. A MISS here separates "the mechanism is right" (AST is the neutral host) from "the security is the way to express it."2026-06-0842%2027-06-30open
2026-06-graphite-electrode-repricing-P12026-06-graphite-electrode-repricingBy 2027-12-31, GrafTech realizes a material part of its announced electrode price increase: weighted-average realized ASP rises off its Q1'26 ~breakeven floor (~$3,900/MT against $3,848/MT cash cost) to **>$4,000/MT** — i.e. >~$400/MT of the announced $600–$1,200/MT increase realized — with **positive cash margin per MT for ≥2 consecutive quarters**, and electrode-share-of-finished-steel moving off **0.74%** back toward the historical **1.1%**. The electrode is the binding, non-substitutable EAF input; once the producer stops subsidizing steelmakers, throughput rent accrues to the constraint.2026-06-0868%2027-12-31open
2026-06-graphite-electrode-repricing-P22026-06-graphite-electrode-repricingThrough 2027-12-31, GrafTech sustains its declared "value over volume" posture: it **does not rescind** the March-2026 price increase and **does not chase utilization back up by discounting** below cash-margin levels. Price leads; volume/utilization may stay soft or flat rather than being bought back at sub-margin ASP. This is the causal lever behind P1 — the producer voluntarily withholds sub-margin capacity, manufacturing the very constraint that lets throughput rent accrue.2026-06-0863%2027-12-31open
2026-06-graphite-electrode-repricing-P32026-06-graphite-electrode-repricingBy 2027-12-31, even if the electrode reprices (P1) and discipline holds (P2), GrafTech **equity (EAF)** delivers an outsized constraint-driven re-rating: the stock materially outperforms EAF-steel / industrial peers on the strength of the margin inflection. **Expected MISS.** The throughput rent accrues to the *constraint margin*, but the equity is encumbered by the debt-service / liquidity overhang the Street is actually pricing — so the mechanism being right (margin re-rates) need not make the trade right (equity captures it). Misses here separate "the lens is correct" from "the security is the way to express it."2026-06-0840%2027-12-31open
2026-06-power-binding-constraint-P12026-06-power-binding-constraintThrough 2027-12-31, the capacity-capped electrical-equipment tier (gas turbines, large power transformers, HV switchgear) sustains its scarcity rent: order backlogs, lead times, and order pricing stay at or above their 2026 peak. The durable AI-power moat is the equipment slot, not the utility re-rating.2026-06-0878%2027-12-31open
2026-06-power-binding-constraint-P22026-06-power-binding-constraintThrough 2027-12-31, the constraint does not pass cleanly from silicon to power: GPU/accelerator supply stays co-scarce (HBM + advanced packaging allocated), so GPU gross margins do **not** visibly compress on a power-gated story. Power and silicon are *co*-bottlenecks, not a relay. (Contrarian to the "power is now THE constraint, so GPUs de-rate" reading.)2026-06-0862%2027-12-31open
2026-06-power-binding-constraint-P32026-06-power-binding-constraintThrough 2027-12-31, the merchant generators most associated with the AI-power trade (Vistra, Constellation, Talen) deliver *further* outsized, constraint-driven outperformance versus the broad market — i.e. the easy re-rating still has a second leg. **We predict this MISSES**: the constraint is real but already priced into these names.2026-06-0838%2027-12-31open
2026-06-d2d-margin-release-L52026-06-d2d-margin-releaseThrough 2027-06-30, the device integrator does not capture the margin the carriers released by pooling. Concretely: Apple neither (a) acquires or takes control of a satellite-constellation operator, nor (b) launches a paid consumer direct-to-device (D2D) **data** service — beyond emergency/SOS messaging — that bypasses the carrier-wholesale channel. Mainstream consumer D2D connectivity stays carrier-delivered, over neutral-host capacity, not device-bundled by Apple. This is the rival-claimant test: in a phase that rewards vertical integration, the device layer is the most credible challenger to the neutral-host operator slot, and we bet it does not win that slot by this horizon.2026-06-0960%2027-06-30open
2026-06-agentic-commerce-margin-C12026-06-agentic-commerce-marginBy 2026-11-30, the **Oct-2026 network-rules cycle** (VisaNet Business Enhancements October release, or Mastercard's equivalent announcement/rules publication) contains at least an **announced agentic-token / agent-identity compliance requirement with an effective date** — even if the effective date itself is in 2027.2026-06-1135%2026-11-30open
2026-06-agentic-commerce-margin-P12026-06-agentic-commerce-marginBy 2027-12-31, no model-layer assistant sustains a **native-checkout take-rate at or above 4%** (OpenAI's withdrawn Instant Checkout fee — the demand layer's high-water mark) at material, disclosed scale; demand-layer commerce economics converge toward ordinary affiliate/referral rates, and **checkout + fulfillment stay with merchants/PSPs**. The assistant becomes the discovery front door, not the toll booth.2026-06-1179%2027-12-31open
2026-06-agentic-commerce-margin-P22026-06-agentic-commerce-marginThrough the **Apr-2027 network-rules cycle** (publications by ~2027-06-30), at least one card network — Visa (TAP / Agentic Directory) or Mastercard (Agent Pay / Know-Your-Agent) — converts its **opt-in agentic framework into an effective-dated compliance rule** (agentic-token, agent-identity, or agent-registry requirement published in VisaNet Business Enhancements or the Mastercard rules/announcement equivalent, with an effective date). This is the interchange-style tax vector: the moment the framework stops being voluntary, the rails own the toll.2026-06-1160%2027-06-30open
2026-06-agentic-commerce-margin-P32026-06-agentic-commerce-marginBy 2027-12-31, the rival claimant wins: **Amazon converts agent *access* into a licensed, litigated property right** — the Ninth Circuit upholds the Perplexity/Comet preliminary injunction **and** Amazon ships a paid agent-access (licensing) program — capturing agentic-commerce margin **by refusal** rather than via open rails. **Expected MISS.** The thesis (P1/P2) says margin lands on shared rails because the standards-war assets sit with networks and merchants collectively; this control tests the strongest competing mechanism, where the decisive asset is a single dominant merchant's property right over its own front door.2026-06-1137%2027-12-31open
2026-06-ai-margin-migration-C12026-06-ai-margin-migrationThrough 2026-09-30, neither Anthropic nor OpenAI cuts the published API list price of its frontier flagship tier by more than 10% from the 2026-06-11 baseline rates (pinned in the evidence log: Anthropic Claude Fable 5 $10/$50 per MTok in/out; OpenAI GPT-5.5 $5/$30 and GPT-5.5-Pro $30/$180).2026-06-1172%2026-09-30open
2026-06-d2d-margin-release-C12026-06-d2d-margin-releaseAt AST SpaceMobile's Q2'26 earnings (scheduled ~2026-08-10/17; horizon 2026-08-31), FY2026 revenue guidance is maintained at ≥ $150M (not cut below the existing $150–200M range) **and** AST has announced no control-changing equity transaction with the JV carriers (no agreement giving T/VZ/TMUS, individually or via the JV, >50% voting control).2026-06-1178%2026-08-31open
2026-06-graphite-electrode-repricing-C12026-06-graphite-electrode-repricingAt GrafTech's Q2'26 earnings (expected late July / early August 2026; horizon 2026-08-31), the March-2026 price increase stands un-rescinded, management maintains the "value over volume" posture, and realized ASP is not below the Q1'26 ~$3,900/MT level — i.e. no volume bought back at the cost of price.2026-06-1180%2026-08-31open
2026-06-graphite-electrode-repricing-C22026-06-graphite-electrode-repricingAt GrafTech's Q3'26 earnings (expected early November 2026; horizon 2026-11-30), realized weighted-average ASP prints **≥ $4,000/MT** — the announced increase visibly lands in the first quarter where management said ~90% of the pricing benefit begins (H2'26 contract resets).2026-06-1165%2026-11-30open
2026-06-power-binding-constraint-C12026-06-power-binding-constraintAt GE Vernova's Q2'26 earnings (scheduled ~2026-07-21/23; horizon 2026-08-15 for slack), the gas-power equipment position does not roll over: backlog is flat-or-up sequentially versus the ~100 GW Q1'26 level, and management reports neither declining new-order pricing nor materially shortening lead times.2026-06-1185%2026-08-15open
2026-06-power-binding-constraint-C22026-06-power-binding-constraintAt Nvidia's FQ2'27 earnings (scheduled 2026-08-26; horizon 2026-09-15 for slack), GAAP gross margin prints **≥ 72.0%** — no visible compression of the kind a clean GPU→power baton-pass would produce.2026-06-1190%2026-09-15open
2026-06-d2d-margin-release-L62026-06-d2d-margin-releaseThrough 2027-06-30, the integrated platforms that triggered this whole episode — SpaceX/Starlink and Amazon Leo, which bought the scarce spectrum outright and own full stacks — do not capture mainstream US consumer D2D by going *direct to consumers* and bypassing the carrier-wholesale channel. Concretely: neither launches, nor announces with a firm launch, a mainstream paid consumer direct-to-device (D2D) **data** service in the US sold direct (not via a carrier/MNO wholesale arrangement) to standard handsets at scale. Mainstream US consumer D2D stays carrier-delivered — including carrier-*resold* platform capacity, e.g. T-Mobile reselling Starlink. This is the prime-mover test: the platforms' prior spectrum land-grab is what forced the carrier JV, so the platforms (not just Apple's device layer, L5) are the most capitalized claimant that could hollow out the very channel the neutral-host thesis (L1–L3) rests on; we bet the channel holds through this horizon.2026-06-1662%2027-06-30open
2026-06-eu-resilience-auction-floor-P12026-06-eu-resilience-auction-floorBy 2027-12-31, across the 2026–27 national NZIA-criteria renewable auctions (Italy GSE FER-X follow-on rounds, France CRE, Germany BNetzA, Spanish registers), the EU's Net-Zero Industry Act non-price **"resilience" criterion behaves as a recurring, structural protected-demand floor** for non-Chinese PV — the protected lane keeps clearing **materially above the unrestricted reference and inside the instrument's own ~5–15% design band** (Italy's first round cleared **+17% gross / ~14.5% on LCOE**), rather than collapsing to a **≲5%** developer transfer. The recurrence is statutory — non-price criteria on **≥30% of annual auction volume, or ≥6 GW, per Member State, every year** (base Reg (EU) 2024/1735 Art. 26), applying from **2025-12-30** — so the claim is that the premium *persists across rounds and Member States*, not that one Italian auction printed it once. **Region note — EU.** The carve-out is created by EU regulation (base Reg 2024/1735 + Implementing Regs 2025/1176 and 2025/1178) and is falsified in Member-State auction venues (GSE, CRE, BNetzA, Spanish registers) — that is where the clearing premium is observable. China is the *excluded* supplier and India/Korea/US are potential *beneficiary*-suppliers, but their home markets are not where this claim trips. Out of scope: non-EU procurement instruments (US IRA domestic-content is a separate mechanism, [`critical-minerals-floor`](../../candidates/2026-06-critical-minerals-floor.md) is the US analogue).2026-06-1667%2027-12-31open
2026-06-eu-resilience-auction-floor-P22026-06-eu-resilience-auction-floorBy 2027-12-31, at least one **named non-Chinese manufacturer at the binding non-China complement — PV cells/wafers or inverters (EU *or* non-China-but-non-EU, e.g. an Indian/Korean cell supplier or an inverter maker)** — discloses protected order-book or capacity **attributable to the NZIA carve-out**. The protected rent lands *deeper than module assembly*: because non-preferential rules of origin mean assembling cells into modules **"would not change the origin of the module"** (Impl. Reg 2025/1176 recital 10), module assembly alone does not confer non-Chinese status, so the resilience criterion bites at the cell/wafer + inverter stage. The market's reflex trade — "buy European *module* makers" — looks at the wrong layer. **Region note — EU.** The criterion and the demand it creates are EU (the carve-out is falsified in EU auction outcomes and EU-facing capacity decisions); the *captor* may be non-EU (India's Waaree, a Korean cell maker) — that is the geography residue, not a scope change. The claim trips on a disclosure tied to **EU NZIA demand**, wherever the supplier is domiciled. Out of scope: capacity a firm builds for non-EU markets (US IRA-driven expansion is a different driver).2026-06-1660%2027-12-31open
2026-06-eu-resilience-auction-floor-P32026-06-eu-resilience-auction-floorBy 2027-12-31, the **naive read wins**: the protected demand revives **European module/cell manufacturing**, and the obvious "buy European solar manufacturers" trade pays off — a named EU module or cell maker captures the carve-out's rent and adds protected capacity at scale (reshoring, not leakage). **Expected MISS.** The thesis (P1/P2) says the rent does *not* reshore EU module assembly — it lands at the non-China complement (cells/inverters) and can leak to non-China/non-EU suppliers, because EU cell capacity is thin and distressed and module assembly doesn't confer non-Chinese origin. This control tests the strongest competing mechanism: that EU industrial policy + protected demand together restart domestic manufacturing inside the window. **Region note — EU.** Same market as P1/P2 (the carve-out and the manufacturing it would or wouldn't revive are both EU); the control narrows the *captor* to EU-domiciled module/cell producers, the geography the thesis says loses out. Out of scope: EU *inverter* makers (SMA) capturing rent — that is a P2 HIT, not a reshoring revival of the module/cell layer this control is about.2026-06-1622%2027-12-31open
2026-06-d2d-spectrum-toll-P12026-06-d2d-spectrum-tollOnce SpaceX owns AWS-4/H-block and is independent of the carrier-lease framework, it keeps selling D2D wholesale through the carriers and the open spec rather than flipping to a consumer-direct over-the-top service that disintermediates them. This is a US thesis: US carriers, US-licensed satellite spectrum, the US regulator.2026-06-2060%2027-11-30open
2026-06-d2d-spectrum-toll-P22026-06-d2d-spectrum-tollAs 3GPP-standardized non-terrestrial-network (NTN) support diffuses into mainstream handsets over ~2027–2028, the per-device margin settles into a standards-essential modem royalty that Qualcomm and MediaTek collect — a toll orthogonal to which constellation (Starlink / AST / Amazon Leo) supplies the bits — rather than shipping as a free, un-tolled baseline feature. This is a US-market thesis on a global supply input: the carriers, the licensed spectrum, and the regulator are US, while the modem SEP toll is collected worldwide on the handsets sold into that market. It is the topic's headline call: the released carrier-coverage rent lands on the scarce non-modular complement the open spec cannot reproduce — the device modem's standards-essential-patent position.2026-06-2072%2028-12-31open
2026-06-d2d-spectrum-toll-P32026-06-d2d-spectrum-tollThrough ~2027–2028, AST SpaceMobile stays an independent multi-tenant neutral host rather than getting absorbed or margin-compressed into dependence by an integrated owner-operator or the carrier joint venture's bargaining power. This is a US thesis; AST's non-US carrier partners and shareholders are out of scope as controllers of the US margin.2026-06-2055%2028-12-31open
2026-06-d2d-spectrum-toll-P42026-06-d2d-spectrum-tollThe naive tradable expression of the headline — "own Qualcomm (or MediaTek) to capture the standards-essential NTN modem toll" — does **not** decisively pay off by the ~2028 horizon. The toll is collected (P2's mechanism holds), but it is immaterial to a ~$10B+/quarter revenue base and absent from the priced narrative, so the structural win does not re-rate the security. We expect this one to **lose**. This is the pinned expected-MISS control, not a caveat: it prices the *security* leg, where the headline P2 prices the *mechanism* leg. Both can be true at once.2026-06-2025%2028-12-31open

Backtest ledger

The pilot's resolved backtests, imported verbatim.

16 calls, 14 resolved: 12/14 hit, Brier 0.156 (confidence at registration vs outcome).

CallTopicClaimRegisteredConfidenceHorizonStatusResolved
2012-11-cloud-modularization-P12012-11-cloud-modularizationAgainst the 2012 consensus that private/hybrid wins, **public cloud led by AWS will capture the majority of net-new enterprise compute** by the horizon, decomposing the integrated on-prem stack into API-priced primitives. AWS will be the clear share leader of the cloud-infrastructure market.2012-11-2966%2016-12-31hit2016-02-03
2012-11-cloud-modularization-P22012-11-cloud-modularizationAs value migrates off the modularized box layer, the integrated hardware-IT incumbents (HP, Dell, EMC the leads) will **lose independence or margin** by the horizon — forced into consolidation, breakup, or going private, rather than defending the integrated stack intact.2012-11-2960%2016-12-31hit2015-11-01
2012-11-cloud-modularization-P32012-11-cloud-modularizationThe modular operator captures the migrated profit: **AWS becomes Amazon's profit engine** — generating operating income out of proportion to its revenue share — not the razor-thin loss-leader the 2012 view assumes (S10 opacity feeds the "it's barely profitable" reading).2012-11-2955%2016-12-31hit2016-04-28
2012-11-cloud-modularization-P42012-11-cloud-modularization**Control — the consensus-inverting leg.** The loud 2012 bet — integrated private cloud, OpenStack, Vblock, "hybrid wins" (S3, S4, S5) — will **fail to win the segment** against the modular public cloud. This is the call most 2012 observers would have gotten backwards; it isolates whether the toolkit's "utility economics + increasing returns reward the scaled proprietary operator" reading discriminates against the federated-open alternative, rather than just being long "cloud."2012-11-2958%2016-12-31hit2016-08-26
2013-05-intel-integration-trap-P12013-05-intel-integration-trapDespite a new CEO appointed to fix it and multi-billion-dollar investment, Intel will **fail to win meaningful, profitable share** of the smartphone application-processor market by the horizon. Its resource-allocation process and ~62%-GM cost structure structurally block a low-margin mobile SoC business — so the effort is abandoned, not won, rather than turning into a sustained franchise.2013-05-1668%2020-12-31hit2019-07-25
2013-05-intel-integration-trap-P22013-05-intel-integration-trapIntel will **lose the process-technology lead** to TSMC by the horizon: the pure-play foundry will reach volume production on a leading node ahead of Intel, and Intel will publicly concede it is behind. This is the contrarian leg — at the vantage Intel held a clear multi-year lead (S1, S3).2013-05-1652%2020-12-31hit2020-07-23
2013-05-intel-integration-trap-P32013-05-intel-integration-trapThe value displaced from the integrated IDM migrates to the **modular layer** — TSMC (foundry), ARM (architecture), and the fabless designers (Nvidia, Qualcomm, Apple silicon). By the horizon at least one of {TSMC, Nvidia} overtakes Intel by market capitalization, and a marquee customer (Apple the lead candidate) drops Intel for in-house ARM silicon.2013-05-1658%2020-12-31hit2020-11-10
2013-05-intel-integration-trap-P42013-05-intel-integration-trap**Control.** Where Intel's cost structure and value network *are* aligned — datacenter/server (Xeon), high-margin, performance-led, x86-locked, riding the cloud build-out (S10) — the same toolkit predicts **resilience, not disruption**. Intel's server franchise will hold up materially better than mobile, remaining dominant well into the horizon before any erosion begins. If this control *also* collapsed early, the lens would just be saying "Intel is bad at everything"; its holding is what shows the lens **discriminates** by alignment.2013-05-1670%2020-12-31hit2018-12-31
2023-07-open-weight-llm-disruption-P12023-07-open-weight-llm-disruptionBy 2025-12-31, an open-weight model reaches **frontier (GPT-4-class) parity** on standard public benchmarks, **and** open-weight models capture the majority of new developer/deployment volume for non-frontier tasks — i.e. the low-end disruptor climbs into the mainstream-adequate band rather than stalling a generation behind.2023-07-1860%2025-12-31hit2025-01-27
2023-07-open-weight-llm-disruption-P22023-07-open-weight-llm-disruptionBy 2025-12-31, the proprietary frontier labs (OpenAI, Anthropic, Google) respond to the open-weight assault by **climbing to a new performance dimension** — frontier reasoning, agents, premium tiers — and do **not** defend the commodity inference tier by matching open-weight price-to-marginal-cost. The classic incumbent retreat upmarket.2023-07-1866%2025-12-31hit2024-09-12
2023-07-open-weight-llm-disruption-P32023-07-open-weight-llm-disruptionBy 2025-12-31, **Meta remains the durable anchor of the open-weight frontier**: its commoditize-the-complement incentive sustains competitive, frontier-tracking open releases, and the persistence of the open assault rests primarily on Meta (with funded challengers like Mistral in support).2023-07-1855%2025-12-31miss2025-12-09
2023-07-open-weight-llm-disruption-P42023-07-open-weight-llm-disruptionBy 2025-12-31, the open-weight assault inflicts the classic *disruptee* trajectory on the proprietary labs: open-weight parity (P1) plus per-token price collapse compress OpenAI's and Anthropic's economics — flat or deteriorating revenue / margin / valuation as their metered-model business is commoditized from below. This is the conclusion a **low-end-disruption lens used alone** would reach. We publish it expecting it to **MISS**, because `conservation_of_attractive_profits` argues the displaced margin migrates to an adjacent integrated layer the incumbents can occupy — so the control isolates exactly what low-end disruption gets wrong on its own.2023-07-1830%2025-12-31miss2025-12-31
2025-09-d2d-spectrum-P12025-09-d2d-spectrumWithin 12 months (by 2026-09-09), a hyperscaler — Amazon the leading candidate — will secure *control* of mobile-satellite-service spectrum via acquisition, controlling stake, or exclusive long-term usage rights, rather than entering D2D through carrier partnerships; the most likely route is acquiring Globalstar.2025-09-0962%2026-09-09hit2026-04-14
2025-09-d2d-spectrum-P22025-09-d2d-spectrumWithin 18 months (by 2027-03-09), Globalstar will be acquired, or receive a public acquisition/controlling-stake offer, at a premium of more than 50% to its undisturbed share price — with pricing anchored by the SpaceX–EchoStar $/MHz-POP benchmark.2025-09-0966%2027-03-09hit2026-04-14
2025-09-d2d-spectrum-P32025-09-d2d-spectrumThrough 2026-09-09, no major US mobile network operator (AT&T, Verizon, T-Mobile) will acquire control of MSS spectrum or a satellite D2D operator; carriers will take tenant/wholesale positions on constellations owned by others.2025-09-0973%2026-09-09open
2025-09-d2d-spectrum-P42025-09-d2d-spectrumWithin 12 months (by 2026-09-09), the constraint repricing extends to MSS spectrum holders generally: Iridium re-rates sharply (>50% above its undisturbed 2025-09 level) **or** becomes a disclosed acquisition target.2025-09-0940%2026-09-09open