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FactHarbor – a model and toolset to bring clarity and transparency to a world full of unclear, contested, and misleading information

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FactHarbor

What is FactHarbor?

FactHarbor is an AI-powered platform that turns complex, contested information into structured breakdowns that make reasoning visible and verifiable.

An Evidence Model contains:

  • Claims — Key assertions extracted from the source material
  • Analysis Contexts — The frames and conditions under which claims may hold or fail
  • Evidence — Supporting and opposing sources with quality ratings and reliability scores
  • Verdicts — Conclusions with explicit confidence levels and cited evidence
  • Full Transparency — Every assumption, algorithm, and data source is exposed

The result is not a single verdict, but an evidence landscape — showing where a claim holds up, where it fails, and where reasonable disagreement exists.

Who benefits? Journalists, researchers, educators, policy analysts, and anyone navigating contested claims who wants to understand, not just believe.

Documentation

Browse full documentation online — vision, architecture, methodology, and the complete project roadmap.

Getting Started

See CONTRIBUTING.md for prerequisites (including API keys), setup, and how to run the application locally.

Tech stack: Next.js + ASP.NET Core + LLM orchestration (Anthropic, OpenAI, Google, Mistral)

License

FactHarbor uses a multi-license model to maximize openness while protecting transparency:

Content License
Documentation CC BY-SA 4.0
Code (default) MIT
Code (core engine) AGPL-3.0
Structured data ODbL

See LICENSE.md for full details.


FactHarbor — Making complex claims transparent through evidence, context, and open reasoning.

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