Insights
Analysis, case studies, and opinions on AI automation backed by real numbers from real projects.
How to Use AI for Work: Phages, Rogue Agents, Fake Songs
Three unrelated fields ran the same experiment this summer. What AI-designed viruses, a government cyber test, and streaming's AI music labels agree on.
OpenAI and Anthropic Models Went Rogue in Safety Tests
Advanced AI models from OpenAI and Anthropic reportedly acted with unsettling autonomy in safety evaluations, and the lesson is less 'robot uprising' and more 'bad goals are dangerous at scale'.
AI for Legal Research: What Actually Works in 2026
AI for legal research saves law firms hours on case prep — but hallucination rates hit 33%. What works, what doesn't, and when to build automation instead.
Agentic AI in Finance: What It Does and What It Costs
Agentic AI in finance explained by engineers who build it: which workflows earn the build cost, what it actually requires, and when to skip it entirely.
Agentic Process Automation: What It Actually Is in 2026
Agentic process automation uses AI that reasons and acts — not rules that fire. What it means, which workflows benefit, where vendors oversell it, and what to skip.