Forensic deconstruction of generative extraction.
Independent threat intelligence and architectural auditing for multi-billion dollar systems.
INVESTIGATION // SUNO-2026
Hardware Harvesters
Analyzing tracker-induced GPU exhaustion and computational exfiltration.
INVESTIGATION // EL-2026
Dopamine Jackpot
Deconstructing slot-machine mechanics in generative audio interfaces.