Publications

Nous n’utilisons pas l’IA pour produire des publications en un clic. Nous construisons un processus traçable où personnes, savoir, agents spécialisés, revues, versioning et quality gates coopèrent.

Point de départ

Every project starts from a subject matter: papers with research question, contribution and related work; books with audience, value proposition and depth. These requirements are increasingly documented explicitly.

Savoir et sources

We keep source, derived information, interpretation and own conclusions distinct. GAWP helps connect sources and text in a traceable way – without replacing source criticism or authorship.

Architecture

Before drafting, we define an architecture. Papers typically cover problem, related work, method, contribution, evaluation and conclusion; books may include parts, chapters, figures, glossary, bibliography and indexes. Structures evolve under version control.

Production assistée par agents

A publication is not created by one universal prompt. GAWP separates specialised steps such as research support, structure, language, terminology, citation and layout checks into traceable tasks.

Responsabilité humaine

GAWP does not replace authorship or scientific responsibility. Authors decide on thesis, sources, interpretation, accepted changes and release. Agents analyse and propose; responsibility stays with people.

Audit → Propose → Apply

Audit analyses without changing content. Propose formulates concrete changes. Apply implements only approved changes. Separating analysis from modification is a core quality principle.

Revues itératives

Manuscripts pass multiple cycles (subject-matter, language, source/consistency, production). Specialist books may add expert, lay, audience and figure reviews.

Quality gates

Outcomes are checked against requirements and scored PASS, PASS_WITH_WARNINGS or FAIL, making unfinished stages visible.

Versioning

Publications evolve as versioned products (e.g. v1.00 → v1.01). Reviews and releases can be tied to specific states; digital works can continue after first release.

Production de livres

Typical chain: concept → sources → architecture → chapters → reviews → figures → literature/glossary/index → layout → website/print → quality gate → release. Not every project uses every format.

Production d’articles

Papers need a clear research question, defined contribution, related work, sound argumentation, correct sources and venue formalities. GAWP helps treat these as contracts and gates.

Savoir partagé, publications différentes

One knowledge base can feed a paper, chapter, book, website text or documentation – adapted to language, scope and audience. Successful workflows should be reusable while projects remain separate.

Positionnement factuel

We do not claim error-free books, fully automatic science or author replacement. Our claim: structured, reproducible, versioned, agent-supported and human-controlled.