Cisco Talos Threat Hunting employs hypothesis-driven approaches to detect adversarial behavior by analyzing telemetry data, contrasting with traditional alert-based detection. Techniques include identifying malicious patterns in Python/MSIEXEC User-Agent connections, AI/ML-based DGA detection, and correlating endpoint and network indicators.