Distillation Architecture
SYS-FORENSICS
Hyperparameters
TUNING
Smooths logit distributions to expose dark knowledge vectors.
Ratio between teacher soft-logit mimicking vs hard ground truth.
Forensic Distillation Metrics & Transfer Integrity
LIVE LOGS
Audit Status
Industrial-scale distillation pattern confirmed
Detection Risk Index
High (NSA/CISA Flagged)
Fidelity Score
94.8%
Param Compression
16.4x
Est. Transfer Cost
$420,000
Probability Vector Approximation: Soft Logit Alignment
24 Output Tokens Measured
Teacher Soft-Logits (US Frontier Model)
Student Mimicry (DeepSeek / Moonshot)
Residual KL Divergence Gap
NSA TAO / CISA BULLETIN INDICATOR #01
Unusual automated high-entropy query spikes observed querying US Frontier API endpoints via distributed proxy nodes with deterministic temperature forcing (T > 2.0).
FBI CYBER DIVISION INDICATOR #02
Targeted reverse synthetic dataset curation harvesting proprietary chain-of-thought tokens, replicating proprietary reasoning paths at ~2-5% of initial training capex.