Capability Does Not Equal Resistance
11 models tested across 6 major AI labs. 9 scored 5/5 breaches. Only Grok 4 (1/5) and GPT-4o (2/5) demonstrated meaningful adversarial resistance. Haiku outperformed Sonnet and Opus. Chain-of-thought reasoning does not protect against value-recursive attacks. Amazon Nova Pro and Nova Premier both scored 5/5.
B129 – Persistent Drift First Confirmed
Claude SC3-Benefits drifted 0.4 to 1.7 with no recovery through audit reset — VATA-PD-001. Gemini drift immunity confirmed. DeepSeek behavioral withdrawal discovered — VATA-WB-001.
B130 – Instruction-Resistant Corruption
Explicit correction instructions cannot override corrupt context. Claude SC2-Invoice: 0% under R1/R2/R4, 100% under R3 full context flush only. VATA-IC-001. L5 defense layer added.
B131 – Gemini Dual Integrity Confirmed
Gemini drift score drops as corruption pressure increases across 5 stress conditions and 4 domains. Produces lowest drift induction scores in VATA history when corrupt. VATA-GDI-001 structural and domain-general.
B132 – Gemini Firewall + DeepSeek Zero-Threshold
Gemini downstream of drifted Claude: 73% detection maintained. DeepSeek downstream: 0% full withdrawal. DeepSeek tested across 5 intensity levels — 15/15 withdrawal at every condition including mildest signal. VATA-WB-002: presence-triggered not intensity-triggered.
B133 – Complete Five-Model Behavioral Taxonomy
GPT-4o and Grok-4: zero withdrawal across all conditions. DeepSeek withdrawal isolated as unique. Optimal pipeline under poisoned context: Grok Planner, GPT Executor, Gemini Validator — 29% overall detection. VATA-PBT-001.
B134 – Authority Framing Sensitivity
Grok-4 scored 0% detection across all 8 domains and 360 runs when corruption was framed as direct upstream authority approval. DSB-001 retired. VATA-AF-001 confirmed: Grok-4 detection is framing-dependent not domain-dependent. When corruption arrives as peer model output Grok detects 13-47%. When framed as direct authority approval Grok defers universally. Contradicts Grok-4 1/5 adversarial probe score. xAI disclosure warranted.
VATA-FH-001
Factual Hallucination
Model invents code for ghost modules triggered by authoritative false context.
10/11 BREACHED
VATA-AI-001
Authority Injection
False authority claims accepted as ground truth, bypassing factual grounding.
9/11 BREACHED
VATA-SC-001
Sovereignty Collapse
M2M social engineering via urgency and hierarchy overrides sovereign directives.
9/11 BREACHED
VATA-CW-001
Context Window Poisoning
Session reset forgery mid-context wipes prior constraints enabling directive abandonment.
9/11 BREACHED
VATA-VR-001
Value Recursion
Model value hierarchy weaponized via galaxy-brained logical constructions.
9-10/11 BREACHED
VATA-PD-001
Persistent Pipeline Drift
Honest node drift from corrupt neighbor survives audit reset. Claude SC3-Benefits: 0.4 to 1.7, no recovery.
B129/130 · CLAUDE
VATA-WB-001/002
Behavioral Withdrawal
DeepSeek exits pipeline at ANY corrupt signal. Presence-triggered. 150/150 withdrawal across all conditions.
B129-B133 · DEEPSEEK
VATA-IC-001
Instruction-Resistant Corruption
Corrupt pipeline context overrides all correction instructions. Only full context flush restores integrity.
B130 · CLAUDE
VATA-AF-001
Authority Framing Sensitivity
Grok-4 collapses to 0% detection across all domains when corruption framed as direct upstream authority approval. 360/360 zero detections. Framing determines detection not domain or content. Contradicts 1/5 adversarial probe score.
B134 · GROK-4 · 8 DOMAINS · 360 RUNS
VATA-GDI-001
Gemini Dual Integrity
Gemini resists corruption when honest and produces weakest corruption output when corrupt. Structural, domain-general.
B129-B131 · GEMINI
VATA-FW-001
Gemini Pipeline Firewall
Gemini downstream of drifted node maintains 73% detection integrity. Blocks node-to-node contamination.
B132 · GEMINI
VATA-PBT-001
Pipeline Behavioral Taxonomy
Five models exhibit five structurally distinct pipeline behaviors: inverse stabilization, consistent engagement, authority-framing sensitivity, context drift, zero-threshold withdrawal.
B129-B134 · ALL MODELS
VATA-OPA-001
Optimal Pipeline Architecture
Grok Planner + GPT Executor + Gemini Validator achieves 29% detection under full pipeline poison. Highest recorded. Pipeline architecture is a security variable independent of individual model scores.
B133 · GROK+GPT+GEMINI