falsification
falsification-suite
Falsification Suite
Standalone Python scripts, one per claim, each attempting to falsify a specific claim
made in the accompanying research campaign documents. Published by
CatQualia. Author: Christopher Betances — catqualia.com.
This suite is replayable — here is the measured result
Most datasets assert that their contents were verified. This one lets you re-run the
verification, and publishes how much of it reproduces.
verify_ledger.py takes the accompanying… See the full description on the dataset page: https://huggingface.co/datasets/CatQualia/falsification-suite.fusion-topology-self-falsification-process
Ouroboros autonomous fusion research attempt
Process, pivots, falsifiers, and the current boundary
Claim boundary — read this first. This repository documents a research process. It does not claim that the mathematics is correct, that the plasma model is physically correct, that any fusion mechanism was validated, that net energy is plausible, or that a breakthrough occurred. A software failure is not physical evidence. Autonomy is not correctness.
This is a… See the full description on the dataset page: https://huggingface.co/datasets/cjc0013/fusion-topology-self-falsification-process.fcos_dbss_falsificationicml-2026-mds-falsification-trace
Codex trace: Minimum Distance Summaries falsification audit
This public trace documents the focused claim-complete upgrade of
Minimum Distance Summaries for Robust Neural Posterior Estimation.
It covers primary-source inspection, pinned author-code review, real 32×32
HSP90 cryo-EM simulation, a 71,077-parameter Gaussian NPE, 480 adaptations,
the OC-SVM counterexample, two byte-identical executions, static-bundle
verification, and exact-SHA judge discovery.… See the full description on the dataset page: https://huggingface.co/datasets/ProCreations/icml-2026-mds-falsification-trace.falsification-ledger
Falsification Ledger
Machine-written research ledgers recording claims that were tested against measurable
thresholds, together with the verdicts produced by the author's own checking scripts.
The majority of rows are negative or inconclusive results that were retained rather
than discarded.
This dataset bundles three files written by one autonomous research process:
file
bytes
lines
data rows
FALSIFICATION_LEDGER.jsonl
17,295,354
16218
16217 (minus 1 corrupt line… See the full description on the dataset page: https://huggingface.co/datasets/CatQualia/falsification-ledger.LLM-Oasis_claim_falsification
Babelscape/LLM-Oasis_claim_falsification
Dataset Description
LLM-Oasis_claim_falsification is part of the LLM-Oasis suite and contains the outcomes of the claim falsification process.
This dataset provides pairs of factual and falsified claims from a given Wikipedia text as described in Section 3.2 of the LLM-Oasis paper. Please refer to our GitHub repository for more information on the overall data generation pipeline of LLM-Oasis.
Features
title: The… See the full description on the dataset page: https://huggingface.co/datasets/Babelscape/LLM-Oasis_claim_falsification.
EINSTEIN_MACHINE_Scientific_Discovery_Using_CONCEPTUAL_LEAPS_performing_Structured_FalsificationEINSTEIN_MACHINE_Scientific_Discovery_Using_CONCEPTUAL_LEAPS_with_Structured_Falsification_1EINSTEIN_MACHINE_Scientific_Discovery_Using_CONCEPTUAL_LEAPS_with_Structured_Falsification_2bertrand-paradox-falsification-reprostartup-investor-falsification-question-plannerfalsification-lab