Open-source swarm intelligence for the open web. Run 10,000+ AI agents reading the internet with epistemic discipline. Every claim is evidence-backed. Every source is scored.

A sycophantic tool for preventing worse sycophancy.

Epistemic infrastructure framework for journalism (Wayfinder)

specsmith AEE Workbench for VS Code · 6-tab Settings panel · AI agent sessions · execution profiles · FPGA/HDL tools · Ollama local LLMs · tool installer

Multi-Agent System course at University of Groningen 16/17 (Master Artificial Intelligence)

Simple Texpattern CMS theme to interlink multiple-user content (articles) through key words, related articles, categories, the search function, and links to author pages listing authors' articles. Designed to promote collaborative, project-based relational learning but could be used for IndieWeb selfdogfooding purposes. Sample images in the wiki…

A research programming language exploring structured separation of data and control, and computation as constrained construction.

Model-agnostic trust protocol for calibrated, auditable AI

Um estudo sobre Filosofia da Lógica; Overview do método de Newton da Costa, Gödel, Morgan, Dummett, Frege, Leibniz, Peirce, Orman Quine, Ludwig Wittgenstein

verjail pattern | definisi | filosofi | dimensi | sebuah upaya membaca pola kebenaran yang dipenjara oleh diri, narasi, dan kekuasaan — dalam ketegangan abadi antara yang ideal dan realitas.

A multi-layer verification system for AI-generated analysis that exploits documented behavioral differences across language models to detect hallucination, simulation drift, and epistemic failures.

Epistemic governance framework for Elixir. Claims, evidence, EIG scoring, 7-layer adversarial defense, experiment loops. 18 modules, 6718 lines, 241 tests.

Open source epistemic governance infrastructure for emergent communities

One binary distinction forces K₄. Machine-verified derivation in Agda --safe --without-K, zero postulates.

PRISM — Epistemic Graph RAG with Spreading Activation. Novel retrieval that understands how knowledge relates, not just what it says.

Epistemic Governance in Mechanistic Simulation Under Structural Uncertainty

Deterministic epistemic verifier for AI outputs — Zero LLM, zero API keys, pure Rust. ECS scoring, hallucination detection, reasoning chain verification.