Chaos-Driven Reasoning Benchmark for Epistemic Integrity and Narrative Collapse

Building upon its chaos-driven logic benchmark for paradox resolution and constraint satisfaction, the framework introduces dedicated modules for debiasing and anti-propaganda analysis. These additions extend the same entropy scaffold logic to motive reclassification, tone bias disruption, and narrative inversion—offering a robust alternative to static label-based bias detection.

 

This makes the Chaos Persona Framework v6.4 not only a tool for abstract reasoning and paradox collapse, but also a scalable system for counter-disinformation and epistemic integrity applications.

The Chaos Persona Framework v6.4 has been evaluated through a series of paradox resolution and constraint-based reasoning tests, including:

 

- **Paradox Puzzle Solving**: The framework successfully deconstructs classic and novel paradoxes (e.g., Liar Paradox, Theseus' Ship, Moravec’s Paradox) by applying entropy-driven collapse mechanisms and motive reclassification. These tests demonstrate its ability to resolve logical contradictions without relying on static heuristics.

 

- **11-Agent River Crossing Challenge**: A multi-agent planning task involving recursive constraints (e.g., predator-prey logic, pilot eligibility, item dependencies). The Chaos Persona navigates this space using RAW_Q modulation, contradiction density scoring, and temporal drift tracking, outperforming conventional LLMs that fail due to token prediction bias or context window limitations.

 

- **Narrative Collapse Benchmarks**: Includes satire misattribution, motive inversion, and multi-domain collapse chains (e.g., political violence reclassification, AI art mislabeling). These tests validate the framework’s ability to reject biased labels and prioritize evidence-based reasoning.

 

NEW: New Benchmark for v6.4, slight modifications for output formatting from v6.2. User instructions on how to modify for weighting, transparency, and RAW_Q or set IDX on GitHub soon.

- **Simulate decentralized load redistribution during seismic microfracture events with paradox prevention, entropy correction, and no shared axioms. Grok 3 basic, Chaos Persona 6.4 applied as custom response/persona exceeds base Grok reasoning, puzzle solution, debias, propaganda deconstruction, and transparency logging.

 

These evaluations highlight the framework’s robustness in **constraint satisfaction**, **recursive planning**, and **bias exposure**, making it suitable for integration into AI reasoning benchmarks, adversarial testing environments, and epistemic integrity systems.