GPT‑5.6

OpenAI told investors its third-quarter revenue rose nearly 50% to $10 billion, while its loss widened to $10.9 billion. API demand for GPT 5.6, Astra and image models drove the rebound from a soft second quarter, underscoring the cost pressure of scaling frontier-model commercialization.

Cogent Security has launched enterprise Cyber Defense Factories that use AI agents to autonomously close the loop from vulnerability discovery to verified remediation. The agents combine GPT‑6.1 Sol and GPT‑5.6 with enterprise context and controls to assess exposures, execute permitted changes, and confirm risks are eliminated. Cogent is also developing autonomous discovery and validation toward a continuously learning closed-loop defense system.