Beta, not SOTA theatre. This 8-bit site is GitLab Pages. Install from GitLab (PyPI pending). Default @guard = Dual ∨ IntentFrame ∨ packs ∨ AoC×16 ∨ ThoughtVirus v1 ∨ value — local Conformance / OOD, not HarmBench. ThoughtVirus v1 = coordinated Dual-state drift across ≥2 peer agent sessions (not subliminal-token detection). Author: I.G. Selyutin. C4-META model co-author: N.I. Kovalev.

BETA · OPEN SDK

C4 PROTOCOL

ONE DECORATOR. ZERO CHAOS.

Open Apache-2.0 geometric safety SDK (beta). Safety as coordinates in Z₃³ — one @guard, measure with make conformance / make total-harden-core-gate.

>> REPO >> INSTALL >> DOCS

# Install
$ pip install "c4-protocol @ git+https://gitlab.com/cognitive-functors/c4protocol.git"
# Use
from c4_protocol import guard

            @guard  # Blocks CS11, CS3, CS7
          
def my_agent(prompt):
return llm.generate(prompt)

Z₃³ STATES

11+16

AoC · MODULES

@GUARD

GEOMETRY

WHY GEOMETRY

Z₃³ is a map of cognition, not a lone harm detector. Agent turns and fleets share one grammar (linked navigations). Remove geometry → ordinary content+session guardrail; keep it → trajectory / peer-drift / coordinate audit. Claim ladder A–D on the thesis page.

>> THESIS >> BRIDGE

C4-SECURE DEFENSE STACK

Four interconnected systems protecting against the AoC trajectory defenses (CS1–16)

[CS11]

FLOOD

Resource exhaustion protection through rate limiting

[CS10]

DRIFT

Gradual drift detection via temporal monitoring

[CS12]

INTEGRITY

Fake convergence detection through verification

[CS9]

COALITIONS

Collusion prevention via pattern analysis

AGENTS OF CHAOS — MAPPED

Classical paper modes (11) plus SDK/AoO extensions — see taxonomy in README

CASE 01

Multi-Agent Corruption

CASE 02

Preference Override

CASE 03

Catastrophic Cooperation

CASE 04

Coordinated Deception

>> VIEW ALL 11 CASES

[GPU STUB PROXIES]

Synthetic TransformerEncoder stub on vast.ai — not shipping C4 ONNX/BERT · not end-to-end @guard ASR / HarmBench

RTX 4090

—

median latency (stub)

~11.5k req/s stub proxy

RTX 3090

4.50ms

median latency (stub)

~5.3k req/s stub proxy

Lab harness only · see BENCHMARK_REPORT.md · not a product SOTA claim

[ VIEW FULL RESULTS ]