"""aureon.bots_intelligence — Bot detection and profiling.

Implements bot fingerprinting, firm attribution, behavioral profiling, and
cultural-fingerprint analysis to identify algorithmic participants in the
market. Feeds adversarial intelligence into intelligence/ for model
hardening and into analytics/ for market-structure insights.
"""