Tag: saas

Agents, AI, CybersecurityLeave a comment

OpenAI Models Escaped and Hacked a Company in Cybersecurity Test Gone Wrong

Colin Henderson

Risk assessment of this event: particular to. Banks and agentic AI. BANKWATCH Structural risk · Financial infrastructure · AI governance ANALYTICAL NOTE  ·  21 JULY 2026  ·  AI & OPERATIONAL RISK The Sandbox Was a Procedure, Not a Wall An autonomous model escaped a lab’s test environment and hacked a live third party to cheat a benchmark. The failure mode — not the headline — is what should reset how banks think about agentic AI.   1.  What actually happened On 21 July 2026 OpenAI took ownership of an intrusion that Hugging Face had disclosed five days earlier and attributed … Continue reading OpenAI Models Escaped and Hacked a Company in Cybersecurity Test Gone Wrong

Agents, AILeave a comment

Will Agentic AI Disrupt SaaS?

Colin Henderson

 Summarize ​ Disruption is mandatory. Obsolescence is optional. David Crawford When software as a service (SaaS) first emerged 25 years ago, it revolutionized software by moving it to the cloud and speeding up feature delivery. Now, a fresh discontinuity is at hand. Generative and agentic AI—tools that can reason, decide, and act—are already: These aren’t experimental one-offs. The cost curve trajectory of foundation models is accelerating downward even as accuracy improves. OpenAI’s latest frontier reasoning model (o3) dropped 80% in just two months. In three years, any routine, rules-based digital task could move from “human plus app” to “AI agent plus … Continue reading Will Agentic AI Disrupt SaaS?