Not An Offer  ·  Informational Only  ·  All Figures Hypothetical And Illustrative
Research Platform

Whichever Input Is Scarcest Sets The Price

The constraint on AI compute migrated from silicon to capital to power inside thirty months, and each migration repriced the curve before the spot index.  Identifying the migration early is the core of the macro work.
Regimes

Four Regimes, And They Step Rather Than Glide

R1

Silicon-Constrained

Chips scarce, power ample.  Rental rates high and rising.  Dispersion low, because everyone is short the same thing.  Curve backwardated.

2023 to early 2024
R2

Capital-Constrained

Chips available, capital abundant, capacity floods.  Rates fall hard and operator margin compresses.  Dispersion widens as weaker operators discount to fill racks.  Curve in contango.

2024 to early 2026
R3

Power-Constrained

Megawatts and long-lead electrical equipment scarce.  Rates firm.  Dispersion very high by geography rather than by operator.  Curve flat to backwardated in constrained regions.

The current regime
R4

Demand-Constrained

Everything available, demand or efficiency disappoints.  Rates fall through weaker operators’ cash cost.  Credit stress forces price cuts, lowering residuals and widening spreads.  Reflexive.

The tail scenario
Regimes Step, They Do Not Glide

The constraint migrated from silicon to capital to power inside thirty months.  Each migration repriced the curve before the spot index moved, which is why the regime is voted formally each month rather than inferred from price.

Metric Stack

Six Layers, Ordered By How Far Ahead Of The Index They Move

LayerLead TimeWhat The Firm TracksWhy It LeadsCadence
Fabrication12 to 36 monthsPackaging allocation, high bandwidth memory output, accelerator lead timesSets the ceiling on how many GPUs can existQuarterly
Electrification9 to 30 monthsInterconnection queues, signed versus energized MW, transformer and turbine backlogsChips without megawatts are inventoryMonthly
Shell delivery6 to 18 monthsMW under construction, pre-leasing, vacancy, liquid-cooling retrofit capacityPre-leasing above 90 percent signals tightnessQuarterly
Installed base3 to 12 monthsDisclosed useful lives, resale prices, next-generation ship volumesGoverns the largest component of the indexMonthly
Demand0 to 6 monthsToken expenditure, model releases, training absorption, capital expenditure guidanceTraining pulls capacity weeks before announcementsWeekly
Financing0 to 3 monthsNeocloud spreads, advance rates, GPU-backed securitization terms, maturitiesReflexive: stress forces price cutsWeekly
Where The Physical-Layer Advantage Lives

Layers one to three are supply formation, where operator fluency is a lawful advantage when it is built from public queue data, filings and industry sources, and never from any counterparty’s confidential information.

Indicators

Three Proprietary Indicators, Computed Daily From The Metric Stack

01

Market-Implied GPU Life

The index level is a joint statement about useful life and operator margin.  The indicator solves for the life the rental index is actually pricing, and compares it to the life lenders and accountants have funded.  The divergence is tradeable in the deferred strip and billable as an independent mark.

02

The Compute Crack

The index minus the full cash and capital cost stack, tracked as a spread.  Compression toward zero signals that marginal supply is about to exit, which is the earliest reliable read on the end of a capital-constrained regime.

03

Revenue Per Megawatt

Rental revenue per MW of facility load, set against the annual wholesale power cost for the same MW.  The ratio is what converts an interconnection queue position into a compute view, and it is the bridge between the power desk and the compute desk.

Reserved For DiligenceEach indicator requires operator inputs a purely financial competitor lacks: facility load per GPU, real data center capital cost per kW, and the useful life actually being funded.  The computation, the input cells and the daily output series are proprietary and are made available to qualified counterparties under a confidentiality agreement.  This page describes what the indicators measure, not how they are calculated.
To Position

How A Research Conclusion Becomes A Trade, And What Would Invalidate It

ObservationRegime ImplicationInvalidation
Signed interconnection rises while energized MW is flatSupply arrives later than consensus, extending the power-constrained regimeEnergization pulls forward
Disclosed lives extend while resale prices fallFunded life is shorter than disclosed, so the index floor is higherResale prices stabilize
The compute crack nears operator cash costMarginal supply exits and the capital-constrained regime is endingCosts rose rather than price falling
Neocloud spreads widen 150bp with demand unchangedReflexive credit stress and forced discountingSpreads widen on rates, not credit
Token spend accelerates while the index stays flatAbsorption is running ahead of the curveMix shifts to cheaper inference silicon
The position expression for each observation is reserved for diligence.
The Invalidation Column Is The Discipline

Every regime call is registered with the observation that reverses it before the position is taken, and a triggered invalidation test closes the position regardless of the mark.  This is the auditable core of the research function.

Sourcing

What The Firm Tracks, What It Never Touches, And How Each Is Proved

PERMITTED SOURCES

Public, Licensed And Attributable

SEC filings and exhibits, including credit agreements.  Earnings calls, investor presentations and press releases.  Licensed market data: index feeds, exchange reports and credit pricing.  Public dockets, including interconnection queues, the Federal Register and exchange notices.  Subscription research on capacity and hardware pricing.  Secondary hardware marketplaces and published rate cards.  General domain expertise in how the physical stack prices.

PROHIBITED, WITHOUT EXCEPTION

The Lines That Are Not Crossed

Anything learned through a principal’s employment, board or advisory roles.  Any counterparty’s non-public capacity, pricing, offtake or energization plans.  Pre-release allocation, product or export control information.  Any information under a non-disclosure agreement, in any direction.  Expert network calls with employees of any company in the signal map.  Any position in securities or options of any monitored company.

ControlHow It WorksEvidence Produced
Source attributionEvery signal carries a document identifier, date and retrieval timestampA sourced evidence trail per position
Restricted listKept by compliance; names enter on employment, board or counterparty exposureA versioned list with entry and exit dates
Pre-clearanceEvery trade pre-cleared by compliance, independent of the portfolio managerA clearance record per trade
Information barrierNo employment or board information enters research or tradingQuarterly signed attestations
Automated provenanceAgents log every document ingested; no provenance, no entryA machine-generated audit log
Operations

The Cadence, The Governance And The Systematic Layer

CADENCE

Daily, Weekly, Monthly, Quarterly

Daily: index prints, curve marks, the crack spread, and a position and risk report to the risk function.  Weekly: the demand and financing layers, including the token index, credit spreads, new-issue terms and an OTC print monitor.  Monthly: the regime committee, with a formal vote, written invalidation tests and a position mandate.  Quarterly: supply formation and a full model refresh.

GOVERNANCE

Segregation From Inception

An investment committee approves the regime call and position mandate, meeting monthly and on any invalidation trigger.  An independent risk function owns limits and kill authority and reports separately from the portfolio manager.  Compliance owns the restricted list, pre-clearance and the information barrier.  A third-party administrator and an annual audit are in place from inception.

Agents Propose, People Decide

Execution agents hold queue position across contracts and maturities inside a participation cap and never cross under pressure.  Research agents monitor queue dockets, credit exhibits, transcripts, rulebook amendments and hardware listings, and produce evidence rather than conclusions.  There is no autonomous risk-taking and no agent-initiated position change: every action is logged and reviewable, which makes the layer easier to diligence than a discretionary process.

Infrastructure before capital.  Allocators diligence process, segregation of duties and the provider stack before they diligence returns.  A record under third-party administration with an independent risk function is worth several times a spreadsheet record, so the cost of running it from inception is carried from the start.  The same platform prices every structuring mandate.

The Framework Is Public.  The Recipe Is Not.

The indicator computation, the signal sheets and the position expressions are made available to qualified counterparties under a confidentiality agreement.

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