CrowdStrike

AI-driven cyberattacks are reshaping the security landscape, requiring traditional SOCs to transform into agentic SOCs to counter machine-speed threats. Attackers have率先 adopted AI technologies, reducing average breakout time to 29 minutes, forcing defenders to use AI against AI to maintain balance.

IoT devices have become a new vector for national-level cyber threats. Crowdstrike's 2026 Global Threat Report reveals that 281 adversary groups are leveraging AI, cloud exploits, and social engineering to launch attacks, requiring defenders to adopt zero-trust architecture and continuous identity monitoring for effective response.

OpenAI launched Daybreak, a cybersecurity product combining GPT-5.5 and Codex to automate vulnerability scanning, patch generation, and threat response, with three access tiers and eight launch partners including Cloudflare and Cisco.

Joseph Stein discussed building an enterprise AI-as-a-Service platform for real-time and batch ingestion of GPU workloads within a private cloud data center. He explained techniques such as multi-namespace scheduling, atomic priority queueing with Valkey and Lua, risk mitigation through central proxy gateways, and scaling batch pipelines with a custom S3-to-Kafka proxy.