Research & decision intelligence · The AI transition

We model the transition. Then we grade the model.

FP1 turns heterogeneous evidence about the AI transition into dated readings that can be audited. Each reading separates three things that most analysis collapses: what was observed, what FP1 infers from it, and which options the decision-holder actually gained or lost. Thresholds and falsifiers are fixed before grading. Revisions stay on the page.

THE INSTRUMENT, AT A GLANCE THRESHOLD fixed before tracking opens Profitability capex to AI revenue 10 : 1 Credit AI-infra debt issuance $121B Cost capital intensity ~50% Competition top-4 buyer concentration 61% Utilization capacity in use ~50%

Orientation only. Four dimensions sit past a threshold fixed before tracking opened; one sits on it. A position is a measurement, not a verdict, and not a claim about anyone's options. The full reading and its evidence ledger sit on the Radar.

Method in operation  The published readings are editorially produced against a documented method. The computational engine for collection, extraction, and model updating is in development and is not running behind the current Radar.

One reading, end to end

The shortest way to judge this work is to follow a single question through it.

Reading R-013 took a fast financial signal, three slower physical and macro signals, and one piece of reporting that later proved weak, and asked what they changed for one decision-holder. Nothing below is a forecast.

Decision question · Reading R-013
Should a utility preserve interconnection capacity for a data-center commitment running past 2030?
Decision-holderUtility executive (illustrative) Evidence cut20 July 2026 Published27 July 2026 Revision logged12 August 2026

i · Observed

The chip complex gave back more than a fifth of its value over three weeks while disclosed capital plans, operating results, and booked memory supply did not move with it.

ii · Analytical implication

The equity move is not sufficient evidence that physical demand reversed. It is sufficient to narrow financing latitude on long-dated plant. Those are different claims on different clocks.

iii · Decision impact

Reversible queue and permitting optionality is preserved. Irreversible capital stays behind project-specific load, financing, and lead-time gates.

Input to output

Where the rules end and the judgment begins.

Every decision-bearing sentence FP1 publishes can be traced back to an observation and to the transformation applied in between. The right-hand column names who or what is accountable at each step, because that is the question a reader should be able to answer without asking us.

1
Collection
Primary documents, company disclosures, official datasets, market closes, and qualified reporting enter one shared evidence ledger. The ledger is the unit of record, not the article.
Domain monitors
2
Claim extraction
The specific claim, its date, unit, entity, and decision horizon are recorded separately. An undifferentiated article is not an input.
Software-assisted
3
Source grading
Each entry is typed: primary record, independent reporting, market-derived measure, FP1-derived instrument, or analytical judgment. Self-reported is labelled as self-reported even when it is primary.
Rule, then review
4
Relationship mapping
A claim corroborates, constrains, contradicts, or is conditionally linked to another. Clock speed is carried explicitly: an equity reprice and a fab decision do not belong on the same timeline.
Argued in writing
5
Model delta
The prior view is marked unchanged, strengthened, narrowed, revised, or falsified against the previous reading. An unchanged board is a finding and is published as one.
Named judgment
6
Decision implication
Options opened, narrowed, closed, or preserved, with the next test and the conditions that would force a revision stated before the next cycle opens.
FP1 accountable
Reading discipline

Three objects, kept apart.

Most dashboards collapse these into one picture, and the picture then carries more meaning than the evidence supports. FP1 keeps them separate on every surface and shows the reasoning that connects them.

i · Observed signal
What changed in the measured world
Charts are entirely this and only this. A dimension sitting outside a threshold ring is a measurement, not a verdict, and not a statement about anyone's options.
ii · Analytical implication
How the evidence bears on the uncertainty
Argued in the relationship table and the desk notes. Never inferred from a position on a chart, and never asserted without the intermediate step written down.
iii · Decision impact
Which options moved
Appears only in the decision layer, and only where the reasoning connecting it to the evidence is on the page and can be disagreed with line by line.
State of the system

What is running today, and what is not.

FP1 publishes this distinction because the failure mode of every analytical product is a reader who assumes more machinery underneath than exists. The published work stands on its own; the engine is a separate claim and is not yet made.

In operation

An editorially governed measurement, grading, and revision method, applied on a published cadence.

  • Sources and FP1-derived instruments are labelled separately and never pooled as independent evidence.
  • Thresholds and falsifiers are fixed before the grading window opens and frozen inside it.
  • Relationships between signals are argued in prose, not implied by chart geometry.
  • Post-publication revisions are logged on the reading, not absorbed silently.

In development

A computational layer for parts of collection, extraction, relationship mapping, and model updating.

  • It is not running behind the published Radar or the current readings.
  • It is not a formal POMDP, and FP1 does not publish calibrated probability forecasts.
  • Human review and named editorial accountability remain in the design, not as a transitional step.
  • Progress and failures are documented in the methodology track rather than announced as capability.
The record · Scenario Assessment SA-001

Five dated, falsifiable calls. Scored monthly against the measured world.

Each call scores a published AGI scenario against a falsifier fixed before tracking opened. Nothing is graded after the fact and nothing is re-thresholded mid-window. Sweeps at 29 June and 27 July 2026.

Calls held
5/ 5
Falsifiers tripped
0/ 5
New signal opened
+1
Tracking window
60days · 2 sweeps

Two dimensions are deliberately not registered.

The Biological substrate rests on too few constituents to carry a threshold honestly, and the FNC-1 level is not comparable week to week under the current rebase. Both are reported in the Reading with the limitation named, and neither is registered until it can be defended. An instrument that registers everything it can compute rather than everything it can defend fails on its first grade date. Open the Register →

Research & analysis

What is published.

Four standing instruments, a weekly reading, and the methodology papers that document how each was built and the conditions under which it is retired.

Analytical lenses

Five methods over one evidence ledger.

FP1 applies five standing analytical lenses to check evidence quality, incentive structure, historical pattern, plain-language translation, and interaction between opposed systems. They are methods with documented procedures, not autonomous analysts, not sources of authority, and not forecasters. FP1 editors own every judgment that reaches the page, and where the lenses disagree the reading says whether it resolved, stands as documented dissent, or is waiting on evidence that does not exist yet.

Evidence
Vera
Claim grading, source-quality audit, and the falsification criterion attached to every substantive claim. Separates measured from modelled and primary from self-reported.
Options
Manticus
Incentive decomposition and option mapping. Translates a change in the evidence into which moves are no-regret, which are conditional, and which should be deferred.
Precedent
Darśan
Places a development against the historical reference class it belongs to, and states where the analogy breaks rather than only where it holds.
Translation
Rāwı̄
Reduces the reading to the one sentence a decision-holder can carry into a room, and flags where compression has cost precision.
Cross-system
Reads the seam between opposed systems, principally US and Chinese, and tests whether a development reads the same way from both sides.
Long-frame thesis · argued, not measured

Reality alignment.

What follows is FP1's organising hypothesis about the shape of the transition. It is the frame the instruments were built inside, and it is stated here as a thesis to be argued with. Nothing on the Radar or in the Register is graded against it.

Every phase of human evolution is a new mode of entropy reduction: a better way to model, predict, and align with reality. The driving force of civilization is not power, ideology, or resources alone, but the progressive capacity to reduce entropy through increasingly accurate models of the world.

Phases 1–2
Kinetic tools
Physical mastery of environment. Force, fire, domestication. 300,000 years of trial and error compressed into permanent settlements.
Phases 3–4
Epistemic tools
Symbolic mastery of complexity. Writing, math, science, law. Civilizations learn to model reality through abstraction and method.
Phases 5–7
Computational tools
Algorithmic mastery of everything. DNA, AI, quantum, fusion. Reality modeled in real time. Entropy reduction at machine speed.

The Seven Phases

Human history runs in seven phases, and each is far shorter than the last. Each is a qualitative leap in humanity's capacity to model, predict, and respond to reality. What happens when the next one lasts a single generation?

Length of each phase in years, order-of-magnitude. Select a phase to read it.
Phase 01 · Middle Paleolithic
Kinship and kinetic force
~300,000 yrs

Foraging bands, stone tools, fire, kinship-tribes. Pure trial and error against an indifferent environment.

Source: First Principles First, Seven Phases framework. Lengths are order-of-magnitude estimates; the two large drops, agriculture and the digital shift, cut the timescale roughly 43-fold and 21-fold.
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First Principles First is a research publication. Our analysis is a research product, not investment advice.