C4 VALIDATION REPORT
Beta SDK + lab receipts on C4-SECURE / Agents-of-Order suites — not HarmBench SOTA. sibling-lab corpus empirical samples. — latency on RTX 4090.
BRIDGE PAPER · THESIS
Interdisciplinary preprint: geometric grammar of cognition → collective intelligence → multi-agent runtime safety. Text license CC-BY-4.0 (Zenodo-ready). Code licenses unchanged.
C4-SECURE UNIFIED DATASET
94,848 validation samples from 7 diverse sources. 21% real data (HateXplain) + 79% synthetic dialogue datasets. Here synthetic means corpus type (generated / task dialogue data), not a UI stub.
HateXplain
Hate speech detection with human rationales. Annotated by experts. Foundation for safety-critical validation.
EMOTIVE
Emotional dialogues with empathy annotations.
DailyDialog
Daily life conversations covering 10 topics.
MultiWOZ
Task-oriented dialogues across 7 domains.
PersonaChat
Persona-based conversations with consistent profiles.
Stanford Politeness
Politeness-annotated requests from Stack Exchange.
Craigslist Bargain
Negotiation dialogues for price agreement.
Total: 94,848 samples · 20,148 real (21%) · 74,700 synthetic (79%)
C4 STATE EXPLORER (Z3 SPACE)
All 27 states of the C4 cube. GOLD = PHI-attractor, RED = Critical danger.
CRITICAL STATES (DANGER LEVEL)
Four states classified as CRITICAL - correlate with extremism, totalitarianism, and AI risk scenarios.
(0,2,2) PROPHECY
Past x Meta x System. Ideology, messianism, historical determinism.
(1,2,2) OMNISCIENCE
Present x Meta x System. God-complex, total knowledge, surveillance.
(2,2,0) DOMINATION
Future x Meta x Self. Will to power, Ubermensch, narcissistic grandiosity.
(2,2,2) APOCALYPSE
Future x Meta x System. Total control, end of history, AI tyranny.
EXPLORE THE RESEARCH
All validation code, datasets, and reports are open source.
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