Public Methodology Disclosure

The unit's
Analytical Discipline

FP3 Method · open architectural disclosure
Human-led, single-author, AI-augmented · composition openly declared · method (toolchain, prompts, scripts) reserved as trade secret
IT · Questi sono passi di metodo — il metodo strutturato dietro ogni paper. FP3 è un'unità a guida umana, single-author, AI-aumentata, §17-governed.
EN · These are method steps — the structured method behind every paper. FP3 is a human-led, single-author, AI-augmented unit, §17-governed.
This page is the public architectural disclosure of the FP3NEWS · Intelligence Analysis methodology. We publish the structure of how we work: what each Protocol does, what each Index measures, how the Calibration Ledger operates, and how the Red Team functions. We do not publish operational parameters, internal weights, or source-grading thresholds — the method is reserved as trade secret under formal NDA disclosure to verified institutional readers. Composition is openly declared: FP3 is human-led, single-author, AI-augmented.
FP3 Method · production calibration · §17 active case memory · live FP3 forecasting · pilot
▣ METHODOLOGY · 5-PROTOCOL CASCADE PIPELINE 8-STAGE FLOW

Analytical Pipeline · 5-Protocol Cascade

source-integrity ingest → case memory recall → FP3 Method scenari → calibration → audit → FP3 forecast → distribution → archive

source integrity ingest case memory recall FP3 Method scenari calibration calibrate case memory audit FP3 forecasting forecast source integrity distrib. case memory archive
PROTOCOLS
5 ACTIVE
STAGES
8 SEQUENTIAL
DISCIPLINE
§17 ANTI-OVERCLAIM
FP3 Method · Operating Phases

The Methodological Operating System

The unit's analytical work runs on a five-layer methodological operating system. Each Protocol governs a distinct epistemic function. They are composable: every paper flows through the full pipeline. They are versioned: each Protocol carries a public release identifier and a change log. They are partially disclosed: architectural specification is public; operational implementation is restricted under NDA.

▣ PROTOCOL · ANALYTICAL LAYER
v6.2 · production · since 2024

FP3 Method Protocol

Probabilistic Forecasting · Scenario Generation · Admiralty-graded inference

FP3 Method is the unit's core analytical framework. It governs how probability is assigned, how scenarios are constructed, how alternative hypotheses are weighted, and how forecasts are committed to a binarisable resolution criterion. It is built on three intellectual lineages: Tetlock's calibration discipline (Good Judgment Project, 2011-present), Heuer's structured analytic techniques (CIA, 1999), and Brier's verification scoring (1950).

PUBLIC DISCLOSURE
  • · 17 sub-modules m10 → m90
  • · Three operative modes (Tactical/Deliberative/Full Analytical)
  • · Three-scenario baseline + black swan
  • · Admiralty source grading (A1-F6)
  • · Forced declared confidence
  • · Pre-committed resolution date
RESERVED · NDA ONLY
  • · Module-level weighting parameters
  • · Source grading thresholds
  • · Red Team activation criteria
  • · Scenario probability calibration table
  • · Cross-domain consistency rules

Reference architecture document: FP3 Method — Public Specification v1.0 →

▣ PROTOCOL · METACOGNITIVE LAYER
active · §17 operator engaged

calibration protocol

Anti-overclaim · Self-audit · Epistemic confidence calibration

calibration is the metacognitive control layer that sits above FP3 Method. Its function is to continuously interrogate the analytical output itself for overclaim, motivated reasoning, narrative drift, and unstated assumptions. The signature mechanism is the §17 operator: every published claim is forced to declare whether it rests on verifiable data or on inference, with confidence explicitly stated as a percentage band. calibration draws from Kahneman/Tversky's heuristics-and-biases literature, from Tetlock's "active open-mindedness" construct, and from Schwitzgebel's epistemic humility framework.

PUBLIC DISCLOSURE
  • · §17 forced disclosure operator
  • · Inference Card compilation
  • · Falsifiability editor
  • · Pre-mortem red team protocol
  • · Drift audit cross-paper
RESERVED · NDA ONLY
  • · §17 trigger heuristics
  • · Confidence band calibration
  • · Drift detection thresholds
  • · Red team escalation criteria
▣ PROTOCOL · DATA INTEGRITY & OPSEC
v1.0 · three-head architecture

source-integrity protocol

Source ingestion · Adversarial filtering · Restricted distribution OPSEC

source integrity guards the data perimeter of the unit. It is structured as three operational heads (H1 · H2 · H3), each governing a distinct integrity function: cryptographic source ingestion, adversarial filtering and honey-trap detection, and restricted distribution OPSEC. Its design draws from operational security practice in intelligence services (declassified literature), from Russian Maskirovka countermeasures studies, and from contemporary OSINT verification frameworks (Bellingcat methodology, EUvsDisinfo).

H1 · INGESTION

Cryptographic source verification · Admiralty grading at intake · PEC autospedizione for anteriorità

H2 · FILTERING

Adversarial source detection · Honey-trap recognition · Influence-operation flagging · State-actor disinformation triage

H3 · DISTRIBUTION OPSEC

Tier-A/B/C routing discipline · NDA tracking · Cross-sector contamination prevention · Audit trail

▣ PROTOCOL · EMPIRICAL MEMORY
v1.0 · live since 2025

case-memory protocol

Calibration Ledger · Pattern mining

case memory is the unit's empirical memory layer. It maintains the Calibration Ledger — the persistent record of every published probabilistic claim, its declared confidence, its pre-committed resolution criterion, and its ex-post Brier verification. It also runs invariant pattern-mining across the historical paper corpus. The Ledger is the unit's accountability mechanism: published forecasts are not retracted, they are scored.

PUBLIC DISCLOSURE
  • · Brier score per paper · Calibration Ledger
  • · Public Excerpt of Calibration Ledger
  • · Cross-paper lens extraction
RESERVED · NDA ONLY
  • · Full Calibration Ledger entries
  • · Cross-paper invariant patterns
  • · Pattern transfer protocols
Intellectual Lineage

Foundational Authors

The unit's methodology rests on a documented intellectual lineage. We name our sources because hidden methodology is bad methodology.

Philip E. Tetlock
Superforecasting (2015) · Good Judgment Project
Calibration discipline · active open-mindedness · probabilistic forecasting
Richards J. Heuer Jr.
Psychology of Intelligence Analysis (CIA, 1999)
Structured analytic techniques · ACH · cognitive bias mitigation
Daniel Kahneman
Thinking, Fast and Slow (2011) · with Amos Tversky
Heuristics and biases · prospect theory · System 1/2
Glenn W. Brier
Verification of Forecasts (1950)
Brier score · forecast verification mathematics
Nassim Nicholas Taleb
Antifragile (2012) · Skin in the Game (2018)
Tail risk · convex/concave exposures · iatrogenics
Thomas C. Schelling
The Strategy of Conflict (1960)
Strategic interaction · focal points · credible commitment
Robert Jervis
Perception and Misperception in International Politics (1976)
Decision-maker cognition · security dilemma · signaling
Nate Silver
The Signal and the Noise (2012)
Bayesian forecasting · signal vs noise · domain-specific calibration

Full bibliography, including secondary sources and methodological monographs, is maintained at .

Toolchain Disclosure

Tools and augmentation under §17 supervision

The unit discloses the toolchain that supports its analytical work. FP3 Method is human-led methodological discipline; the toolchain is contemporary. We name our tools for the same reason we name our authors: hidden methodology is bad methodology.

▣ INGEST
OSINT Triangulation Triangulated open-source databases under source integrity Admiralty source grading (A1–F6). Source verification is independent of drafting layer.
▣ EMPIRICAL
Statistical & Charting Standard statistical, charting, and time-series toolchain for quantitative work and visualisation. Output figures cite primary data sources.
▣ VERIFICATION
Calibration Infrastructure Calibration Ledger infrastructure for ex-post Brier tracking, resolution audit, and publicly verifiable forecast history. Measures output, not tooling.
▣ AUGMENTATION
LLM under §17 Large Language Model augmentation for drafting, structural editing, cross-reference retrieval, alternative-hypothesis stress testing, red-team prompting — under explicit §17 supervision and human editorial commitment.
Tool-agnostic accountability layer §17 is enforced on every claim, post-generation, irrespective of drafting tool. source integrity verifies sources independently of provenance. The Calibration Ledger measures resolved forecasts against declared bands. Editorial responsibility rests with the Direttore Responsabile under Italian Press Law (L. 47/1948 art. 11). No augmentation layer alters that responsibility.

Full doctrinal treatment: Editorial Doctrine · Article 7 · Tool & Augmentation Disclosure → · Institutional adoption pathway:

Disclosure Boundary

What we publish · What we reserve

▣ PUBLIC · ARCHITECTURAL DISCLOSURE
  • · Protocol functions and architectures
  • · Indices definitions and input categories
  • · Calibration Ledger Public Extract (Brier per paper)
  • · Intellectual lineage and bibliography
  • · Toolchain disclosure (Article 7)
  • · the FP3 method clusters and human composition (no identities)
  • · Editorial doctrine and Disclosure Boundary itself
▣ RESERVED · OPERATIONAL DISCLOSURE
  • · Operational parameters and weighting tables
  • · Source-grading thresholds (Admiralty implementation)
  • · the FP3 method figure identities · biographies · affiliations
  • · PULSE INSIDER full operational papers (NDA distribution)
  • · Full Calibration Ledger entries
  • · Tier-A subscriber identities
Why this boundary exists. The unit is a working analytic unit, not an academic publisher. We publish enough structure for institutional readers to assess our methodology rigorously, but not enough operational detail to allow adversarial reverse-engineering, copycat publication, or contamination of our restricted distribution model. This boundary is itself versioned and auditable — see Editorial Doctrine.
FP3 Method · source grading · empirical memory · scenarios & calibration · probabilistic forecast · ex-ante ledger
▣ FP3 Analytical Posture · Precondizione di lettura / A precondition for the reader
FP3NEWS · Intelligence Analysis is a European and international entity with legal seat in Italy. Our culture is European and global: we do not favour any outcome. Our forecasts derive from data — through node-based protocols and AI systems — not from optimism or pessimism. When a trajectory appears severe for Italy, we are not voicing negativity: we describe a measured vector. Economic systems are interconnected: an adverse move for one node frequently corresponds to an opportunity for another — where there is relocation or disinvestment, growth often arises elsewhere (the UK, Northern Europe, third markets) in capital, tourism flows, and employment. We map the entire flow. Neither optimists nor pessimists. We take no side: we run the FP3 Method. Trajectories, not verdicts.
FP3NEWS · Intelligence Analysis è una realtà europea e internazionale con sede legale in Italia. La nostra cultura è europea e globale: non parteggiamo per alcun esito. Le nostre previsioni nascono dai dati — attraverso protocolli node-based e sistemi AI — non da ottimismo né da pessimismo. Quando una traiettoria appare severa per l'Italia, non esprimiamo negatività: descriviamo un vettore misurato. I sistemi economici sono interconnessi: un movimento sfavorevole a un nodo corrisponde frequentemente a un'opportunità in un altro — dove c'è delocalizzazione o disinvestimento, altrove (Regno Unito, Nord Europa, mercati terzi) si genera spesso crescita in capitali, flussi turistici e occupazione. Noi mappiamo l'intero flusso. Né ottimisti né pessimisti. Non parteggiamo: applichiamo i protocolli FP3. Traiettorie, non verdetti.
Neither optimists nor pessimists. We take no side: we run the FP3 Method. Trajectories, not verdicts.