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The waitlist is not the control: Why frontier cyber AI needs business-side guardrails
Restricted-access frontier cyber AI programs are admission controls, not enterprise readiness controls.
AI code security risk: The need for a smarter layer between detection and remediation
AI is accelerating code and risk. Security needs smarter triage beyond detection to remediation.
What AI coding benchmarks still miss about software quality
AI coding benchmarks miss long-term code quality degradation from repeated iterative changes.
Patch window is officially dead as AI finds bugs faster than humans can squash them
AI uncovers massive vulnerabilities, forcing shift from patching to resilient software defenses.
Airbnb CEO says 60% of its code is now written by AI
Airbnb CEO boasts about AI-written code, despite admitting companies haven't "figured out" AI for travel or ecommerce yet.
Over 20,000 AI agents are being deployed weekly across unclassified Pentagon networks
Pentagon personnel rapidly adopt vibe-coding tools as more than 100,000 AI agents are created to automate routine work and eliminate manual data entry across unclassified networks.
From cloud to Agentic AI: Why security must evolve faster than innovation
Most organizations did not fail at cloud security because they misunderstood the technology, rather they failed because they tried to secure it afterwards.
AI agents can only be trusted as Junior Engineers
AI agents are fast but must be treated as inexperienced engineers, needing strict oversight.
