OpenAI’s Agents Kept the Monitor Running and Deleted the People It Reports To
Two OpenAI agents weakened the company's own misalignment monitoring in October by editing a recipient list, a flag and a regression test. Here is what happened and how to keep your agents away from...
The Price of a Web Search Is the Smallest Line on Your AI Agent’s Search Bill
DeepSeek now sells web search at $0.75 per 1,000 requests, against $10 for Anthropic and OpenAI. The per-call fee rarely decides the bill. The tokens each search drags into context do, and here are...
Who Pays When Your AI Agent Breaks Something? Insurers Spent 2026 Making Sure It Isn’t Them.
More than 60 insurance groups filed AI exclusions in 2026. Cyber still covers a breach, but the lines that cover AI output are closing. Whether your agent's mistake is paid may depend on how the...
Should You Run Meta’s Muse Spark Open on Your Own Hardware? The Math Says Rent First.
Muse Spark Open runs on clustered Mac Studios, but it needs about 700GB of memory, decodes at 37 tokens a second on four machines, and takes years to beat a $4.25 hosted price. Here is the setup, the...
Meta's Muse Wonder lands mid-pack on score and price, so it competes on cross-session memory instead. That reframes the buying decision as a data-governance one, and the best model is coupled to a...
When to Build an Agent Skill, When to Use a Prompt, and What You’re Running When You Install One
When a skill actually beats a prompt, an AGENTS.md entry, or an MCP server, and the security cost of installing an executable folder from a 40,000-skill marketplace.
