falsifiability

A falsifiable, self-verifying mathematical foundation for enterprise viability. 29 machine-checked theorems, 2 falsification instruments, an exact refusal-first control layer. Never validated on a real enterprise - try to change that.

Multi-gate AI research verification system that audits hypotheses, citations, experiments, results, and logic fallacies in AI-generated research to prevent hallucinations, citation fabrication, and methodological errors

Methodology defining structured workflow topology and reproducibility guarantees for governed research.

Python-based models revealing the harmonic architecture of planetary orbital spacing through the Silver Ratio and Celtic Cross geometry. Supplementary scripts and figures for The Harmonic Architecture of the Solar System: A Silver-Ratio-Based Hypothesis for Planetary Spacing (Gherbi, 2026).

A file-based governance harness that turns loose research ideas into proposals that hold up. Makes three things checkable: which page a claim rests on, what would refute it, and what the AI just changed. Human stays the sole adjudicator. Bilingual (EN / 繁中).

MCP server for Claude Desktop that applies Popperian falsifiability to verify claims from social media, news and blogs — with real academic sources, not opinions.

Recursive law learning under measurement constraints. A falsifiable SQNT-inspired testbed for autodidactic rules: internalizing structure under measurement invariants and limited observability.

🌌 Explore the harmonic architecture of the solar system with scripts for verifying gravitational quantization laws and improving predictive accuracy.

A falsification-first protocol for scientific AI agents: claim contracts, hidden validation, decoys, calibrated scoring, and independent evidence.

Regulus / ASS-OS, explained so anyone can follow it. Live convergence plot, the seven love equations, and a seven-question coercion diagnostic that runs entirely in your browser.

Reproducible Python pipeline testing fractal, multifractal and Fibonacci/Elliott-wave claims in financial markets against stochastic benchmarks.

Prompt → context → loop → spiral: is the system running your loops verifiably improving? A falsifiability contract (pitch · grounding · null-ratio), zero-dep instruments, a real ledger — 7/7 skills Δ>0, measured for under $1. A loop returns to where it started; a spiral proves it didn't.

Informational interpretation of quantum mechanics, gravity, and cosmology based on coherence-driven compression. Includes a falsifiable adaptive-interference protocol.

Falsifiable engineering specs (Modules A–G) for the LifeNode Processual architecture: bio-electric & MOF transduction, NV-diamond Q-Core, Physarum biohybrid interface, ASCALON phase filter, Living Walls. Theory on Zenodo. No product — validation or falsification only. CC-BY-NC-SA 4.0. Technology adapts to Life's rhythm, not the reverse.

NCT 3D depth-motif experiments for RGB-D scene validation, motif survival, grouped splits, and CUDA-accelerated falsifiability tests.

唯一の公理¬∃→∃と明示された同定公理から、宇宙論的定数（120桁問題を連続パラメータゼロで抑制、誤差1.71%）・CMB音響ピーク・標準模型の群構造を導出する反証可能な統一理論。新等式 α·ln n* = R(S^(n*-1))·π を含む。/ A falsifiable unified theory deriving Λ, CMB peaks, and the SM gauge group from a single axiom with zero fitted parameters.

A falsifiable framework for identifying reversible metabolic & endocrine drivers of first-episode psychosis — 14-day CGM + endocrine battery + a three-criterion causal valve in a prospective N=1,250 cohort, with pre-specified H1/H2 falsification gates. CC-BY-4.0.

Turn repeated code concerns into falsifiable matrices that expose missing and divergent behavior.

Special Edition documentation and public gateway for AUTO DZ ACT (canonical definition published on Zenodo: 10.5281/zenodo.18134257).

Онтологическая модель устройства реальности, переводящая физический смысл законов природы на язык Computer Science, системного анализа и архитектуры баз данных.