The lab

Research

A body of knowledge, and the record of its verification status. The two halves are one destination on purpose: a paper without a status is an assertion, and a status without a paper is a badge.

Part one

The Papers

Four shelves. Presented as a technical report series: title, version, status, freeze date, abstract. Specification grade is not implementation status, and this page never conflates the two.

01 Genesis Papers Three volumes. One barrier each: interaction, access, trust.

Genesis Papers, Vol. 1 — The GUI Moment for AI

Interaction
Version 1.0 Status Frozen Frozen 16 July 2026

Establishes the interaction barrier: prompt authorship is an implementation vocabulary, and requiring it reproduces the same exclusion the command line produced before the graphical interface. Argues the transfer from prompt engineering to intent engineering, in which the prompt becomes an internal serialization format rather than the program.

Genesis Papers, Vol. 2 — The Access Moment for AI

Access
Version 1.0 Status Frozen Frozen 20 July 2026

Establishes the access barrier: English authorship, foreign payment instruments and dollar pricing are prerequisites no architecture has removed. Develops the language-free canonical representation and the evidence base for the Intent Understanding Layer, drawn from the kirana and informal-credit domain.

Genesis Papers, Vol. 3 — The Trust Moment for AI

Trust
Version 0.1 Status Draft · manuscript frozen Frozen 23 July 2026

Establishes the trust barrier: acceptance of what cannot be inspected is faith, not verification. Moves the burden of proof to the runtime through observable construction — decision objects, rendered narration and session replay. Version 1.0 is gated on WAR-TRACE-003.

The Genesis volumes are internal editions. Their publication tier has not yet been set, so no full text and no request-access route is published here. The abstracts above describe the documents; they are not extracts from them.
02 Doctrines Governing decisions. One is ratified; three are proposed, and are labelled as proposed.
DoctrineSubjectStatusDate
Doctrine 001 Observe · Understand · Influence Proposed
Doctrine 002 Intent, never language Proposed
Doctrine 003 Trust is a property of the runtime Proposed
Doctrine 004 The Entry Doctrine — context precedes intent Ratified · frozen 24 July 2026

Doctrine 004, The Entry Doctrine, is the one ratified governance artifact in the corpus. It is also the reason this website has no intent box: it draws the line between an entry surface, where a human's first sentence enters the runtime, and an evidence surface, which is what wesimplifai.com is.

03 Specifications RFC-2119 grade. Written to be implementable without the authors present.
IDScopeGradeImplementation status
WAR-SPEC-001 Intent Graph (WAR-IR) — the canonical representation RFC-2119
SPECIFIED
Specified; pre-prototype · row 1
WAR-SPEC-002 Intent Understanding Layer — the seven-stage pipeline RFC-2119
SPECIFIED
Specified; pre-prototype · row 2
WAR-SPEC-003 Planner and per-provider compilers RFC-2119
SPECIFIED
Specified; pre-prototype · row 3
WAR-SPEC-004 Clarification Engine and Build Along™ RFC-2119
SPECIFIED
Specified; pre-prototype · row 4
WAR-SPEC-005 Confidence propagation RFC-2119
SPECIFIED
Specified; pre-prototype · row 5
Specification grade is not implementation status. Some runtime infrastructure is already implemented and exercised in production, while the deeper RFC-2119 specifications above retain independent promotion gates. Capability Packs below are the user-facing production outcomes — see the roadmap for what comes next.
04 Implemented Runtime Real production infrastructure beneath the Capability Pack layer, independently evidenced.

The production runtime contains working infrastructure beneath the Capability Pack layer. These components are deployed and exercised by live capabilities, but are not automatically treated as implementation of the deeper RFC-2119 specifications above. A specification is promoted only when its own evidence gate, in the Claims Register, is satisfied.

Runtime primitiveStatusEvidence
Provider abstraction
LIVE
Gemini, Claude and OpenAI, live execution of the same Capability Pack · row 33
Capability dispatch
LIVE
Thirteen production Capability Packs on one runtime · row 31
Intent / domain inference
LIVE
Real user input inferred into a customised blueprint before generation, not a fixed template · row 30
Clarification
LIVE
A materially ambiguous request is met with one focused question before generation, not a guess
Build Along
LIVE
Guided intake and blueprint confirmation ahead of every generation
Production generation
LIVE
Real artifacts generated from the confirmed blueprint
Artifact verification
LIVE
Generated output checked against the blueprint it was built from before being handed back
Provider-specific adapters
LIVE
Gemini, Claude and OpenAI integrations, each handling that provider's own request/response shape · row 32
These runtime primitives are implementation evidence, not automatic promotion of WAR-SPEC-001 through WAR-SPEC-005. Each specification retains its independent promotion gate in the Claims Register above.
05 Capability Packs The unit of composition in WAR. Thirteen exist and run in production today.

A capability pack is a versioned, conformance-tested unit of business function. It is the unit of composition, of reuse, and — eventually — of a third-party ecosystem. Each must clear a nine-point bar before it is declared frozen. The capability registry is not open; it is a 2027–28 item and nothing about it is published here.

Only the first four carry a CP number. Those four are the ones named in a freeze declaration; the packs that followed cleared the same nine-point bar but were never assigned a number, and we would rather show that gap than back-fill numbers to make the list look orderly. Each pack below states the register row that evidences it and the date it was admitted — see rows 13–32.

CP-001 — Business Website

Built on WAR LIVE
Software Studio Claims Register row 13 Frozen 3 August 2026

Intent → Build Along™ → blueprint → generated homepage → Artifact Center. Organisation-aware, persistent, downloadable. Runs on WAR in production today.

CP-002 — Company Research Brief

Built on WAR LIVE
Research Studio Claims Register row 14 Frozen 3 August 2026

Structured objectives → provider routing → live web-grounded research → cited artifact. Runs on WAR in production today.

CP-003 — Business Proposal

Built on WAR LIVE
Document Studio Claims Register row 16 Frozen 5 August 2026

Intent → Build Along™ → Document Blueprint → Evidence → generated proposal → branded, print-ready artifact. Organisation-branded, evidence-grounded, print-ready. Runs on WAR in production today.

CP-004 — Pitch Deck

Built on WAR LIVE
Document Studio Claims Register row 17 Frozen 6 August 2026

Intent → Build Along™ → deck blueprint → per-slide generation → structured deck → Deck Critique. Generated slide by slide against a real progress pipeline, then critiqued against its own brief. Runs on WAR in production today.

Resume

Built on WAR LIVE
Document Studio Claims Register row 18 Frozen 6 August 2026

Intent → Build Along™ → Document Blueprint → your real history → branded, print-ready artifact. Written against the role actually being applied for, not a template with a name dropped into it. Runs on WAR in production today.

Cover Letter

Built on WAR LIVE
Document Studio Claims Register row 19 Frozen 6 August 2026

Intent → Build Along™ → Document Blueprint → employer and role context → branded, print-ready artifact. Addressed to that employer and that role. Runs on WAR in production today.

Executive Summary

Built on WAR LIVE
Document Studio Claims Register row 20 Frozen 7 August 2026

Attached sources → evidence extraction → Document Blueprint → cited summary. The first pack to require evidence before it will generate at all. Runs on WAR in production today.

Landing Page

Built on WAR LIVE
Design Studio Claims Register row 21 Frozen 7 August 2026

Intent → Build Along™ → page blueprint → generated page → verification pass. Generated against a stated conversion goal, then checked against it. Runs on WAR in production today.

Software Test Cases

Built on WAR LIVE
Software Studio Claims Register row 23 Frozen 9 August 2026

Attached requirement document → evidence extraction → Test Brief → structured test cases. Refuses to generate on zero evidence rather than inventing coverage. Runs on WAR in production today.

Pricing Strategy

Built on WAR LIVE
Strategy Studio Claims Register row 25 Frozen 10 August 2026

Intent → cost and competitor inputs → pricing blueprint → tier recommendations with the margin arithmetic shown. Strategy Studio's first pack, and the point at which all five Studios carry one. Runs on WAR in production today.

Landing Page Audit

Built on WAR LIVE
Design Studio Claims Register row 27 Frozen 11 August 2026

A submitted page → structured inspection → evidence-scored audit report. Scores what it can verify and states plainly what it could not. Runs on WAR in production today.

Professional Email

Built on WAR LIVE
Document Studio Claims Register row 28 Frozen 11 August 2026

Intent → Build Along™ → Document Blueprint → recipient and occasion context → branded email artifact. Written to a stated recipient and occasion, not a generic template. Runs on WAR in production today.

Project Management

Built on WAR LIVE
Software Studio Claims Register row 30 Frozen 13 August 2026

Intent → Build Along™ → real inferred workflow → generated interactive board application. A downloadable, offline-capable application, not a document — the column structure itself is inferred from what you describe, not a fixed template. Runs on WAR in production today.

Part two

The Record

The verification status of everything above.

06

Claims Register

33 rows. Every claim, its evidence source, its status today, and the specific gate it must pass before we may describe it as current.

Read the register →
07

Traces

WAR-TRACE-001 — a complete end-to-end worked trace of a Hinglish kirana build request, following one utterance from language through the graph, the plan and the compiler to a verified artifact.

Running it surfaced five defects in the specifications it was tracing. It is a complete worked trace on paper — not an execution log.

SPECIFIEDrow 7 LIVErow 9
08

Roadmap

Three buckets. Only Today uses present-tense verbs; only In development carries dates. The roadmap and the Claims Register must never disagree, and where they would, the register wins.

What comes next →
Deliberately not launched

An empty shelf is worse than a missing one.

Four shelves are full. Four others were considered and are not here, and we would rather say why than let the gap look accidental.

Verification Reports. Conformance suites exist in the repository, but a shelf under that name implies systematic or third-party verification that does not exist. It would assert more than the Claims Register does, which inverts the whole discipline.

Engineering Journal and Change Logs. A public changelog on a pre-launch runtime is a maintenance commitment we are not yet making, and it would leak build status continuously. A dated log of what actually shipped is a stronger addition later, because it is retrospective and therefore checkable.

Architecture Decision Records. Real, and worth publishing — but they reference unshipped work and are governance-internal today. Deferred one release.

Research Notes. This shelf opens when there are three notes to put on it.