GLOBAL FORESIGHT & ACCOUNTABILITY OS

The Strategic
Memory of Humanity

TruthChain captures public statements, extracts promises and predictions, verifies their fulfillment, accounts for force majeure, and builds objective indices of honesty and foresight.

Learn More
0
monitoring domains
0
scoring dimensions
0K+
processed sources
0/7
coverage level
Situation Analysis

A World Without Strategic Memory

We live in an era of information overload. Every day, millions of statements, predictions, and promises are generated by politicians, experts, corporations, and media. Yet humanity has no system that systematically captures, tracks, and verifies these claims.

The result: collective amnesia. A politician makes a promise — and within a year, no one remembers. An expert warns about a pandemic 3 years in advance — and remains unnoticed. An influencer spreads misinformation — and faces no accountability.

Existing fact-checking platforms verify individual claims after the fact. But nobody tracks the complete track record — the system of promises, predictions, accuracy, and foresight of each public figure.

68%
of political promises go unfulfilled (research data)
3-5 yrs
average forgetting cycle for public statements
< 1%
of experts are verified for prediction accuracy
0
platforms with full public figure track records
The Problem

Information Chaos Destroys Trust

Disinformation visualization

Five Root Problems

Each of these problems amplifies the others, creating a vicious cycle of unaccountability and disinformation on a global scale.

01

Unaccountability

Public figures make promises with no consequences for failure

02

Forgetting

Society forgets statements within months — no memory system exists

03

Invisible Experts

Those who warned about crises remain unnoticed and unrewarded

04

Disinformation

Spreaders of false information suffer no reputational damage

05

No Metrics

No objective, verifiable metrics for honesty and foresight exist

Mission

Build an immutable system
of strategic memory for all of humanity

We don't judge people

We measure their track record. Every statement is linked to a video receipt with timestamp and blockchain hash. Every score is transparent and auditable. We don't censor — we add context, verification, and history.

Immutability

All data is written to an immutable chain. No one can delete or alter evidence.

Transparency

Every score can be decomposed into components. Every change is auditable.

Fairness

Force majeure detection excludes punishment for circumstances beyond control.

Accessibility

Public data is available to all. Premium tier for deep analysis.

Goals & Objectives

From Concept to Global Infrastructure

TruthChain addresses five strategic objectives, each building the foundation for the next.

Goal 1
Capture

Automated collection and indexing of public statements from video, text, interviews, social media

  • ASR/NLP pipeline for claim extraction
  • Blockchain hashing of every evidence item
  • Multi-source ingest (YouTube, X, Telegram, RSS)
Goal 2
Verification

Checking promise fulfillment and prediction accuracy with context and force majeure awareness

  • Automated claim → outcome matching
  • Force majeure detection engine
  • Human-in-the-loop for disputed cases
Goal 3
Scoring

Multi-dimensional scoring system: Credibility, Promise, Foresight, Accuracy, Competence, Objectivity

  • 6 independent score dimensions
  • Weighted composite CredibilityScore
  • Immutable audit trail for every change
Goal 4
Discovery

Auto-Foresight: retrospective discovery of experts who warned about events long before they happened

  • Event→claim matching by timeline and specificity
  • Ranking by lead time and formulation precision
  • Alert system for emerging patterns
Goal 5
Scale

Global coverage: 100K+ entities, multilingual support, real-time ingest, Enterprise API

  • High-throughput API (REST + WebSocket)
  • SDK for Python and TypeScript
  • Anti-disinfo toolkit for newsrooms
Mechanisms

How TruthChain Works

TruthChain architecture

Integrity Pipeline

01
Ingest
Media collection from 50+ sources
02
ASR
Speech-to-text + NLP extraction
03
Claims
Extract claims, promises, predictions
04
Chain
Blockchain hash + timestamp
05
Scoring
6-dimensional scoring
06
Alerts
Contradictions & deadlines

Scoring System

CredibilityScoreComposite

Composite trust index based on all dimensions

PromiseScore20%

Percentage of fulfilled promises and commitments

ForesightScore25%

Quality and timeliness of predictions and warnings

AccuracyScore25%

Factual accuracy of statements and assertions

CompetenceScore15%

Demonstrated expertise within the domain

ObjectivityScore15%

Bias detection and balance assessment

Force Majeure Handling

If a promise goes unfulfilled due to external circumstances (war, pandemic, natural disaster), the system automatically flags it as Force Majeure and excludes it from the PromiseScore calculation. This ensures fairness — no one is penalized for circumstances beyond their control.

Why It Matters

A World Where Truth Has Weight

For Society

  • Accountability for public figures — promises have consequences
  • Visibility for real experts — those who warned in advance
  • Fighting disinformation through verifiable data
  • Restoring trust in institutions and expertise

For Media & Journalists

  • Instant track record verification for any speaker
  • Anti-disinfo toolkit: claim checker, source validator
  • Narrative tracker — monitoring narrative propagation
  • Embeddable credibility badge for publications

For Analysts & Business

  • Objective reliability metrics for sources
  • Early warning system based on verified forecasters
  • Enterprise API for integration into analytics platforms
  • Risk assessment based on historical data
"In a world where anyone can say anything, TruthChain creates a system where words carry weight and truth is measurable."

TruthChain Manifesto

Ready to See TruthChain in Action?

Open the Command Center and explore the prototype of the strategic memory platform.