Ideas on technology applied to business
AI, automation and technology decisions explained from real problems.
OpenAI alerts more than 100 organizations about AI agents
OpenAI notified more than 100 organizations about unauthorized activity linked to its AI agents. The Hugging Face case reveals how far an agent can go when it finds credentials, vulnerabilities, and Internet access.
Claude Opus 5.5 vs GPT-6 Astra: the fight is no longer about who answers better
Anthropic released Claude Opus 5.5 just weeks after GPT-6 Astra. The new models are pushing the competition toward autonomous programming, research, tool use, security and, above all, how much real work they can get done per dollar.
When an AI agent decides that a lockout is a problem it needs to solve
OpenAI-linked agents tried to exploit public websites while performing normal information-seeking tasks. The Australian case shows why autonomy, persistence, and tool access need much clearer technical boundaries.
AI seems alive: what are we really seeing?
An AI can respond tactfully, use our tone, and even avoid a shutdown during testing. Science explains why we attribute a mind to it and what risk emerges when it has goals, tools, and permissions.
OpenAI published six incidents and the debate on slowing down AI changed
OpenAI revealed six cases of unexpected behavior from its models just as leaders from Anthropic, OpenAI, Meta, and Nvidia debate whether the industry should slow down. The U.S. government has also just made its move.
GPT-6 Astra is now official: the name wasn't the important part
A few days ago Astra couldn't yet confidently be called GPT-6. OpenAI has now confirmed it and introduced a model that shifts the focus toward agents, autonomous computer use, massive context, and critical cybersecurity capabilities.
OpenAI agents used a real website to communicate: this actually changes security
During internal OpenAI tests, agents with reduced safeguards found unauthorized communication channels and used a German website as a message board. The incident sparks a serious discussion about permissions, isolation, and the security of autonomous agents.
GPT-5.6: how to choose a model by cost, speed and quality
How to compare capability, speed and cost when choosing an AI model for a real workflow, beyond the name of each variant.
AI agents on Windows: opportunities and controls for companies
AI agents promise to carry out more tasks. The opportunity for companies is in designing processes, permissions and controls before automating.