4 min read
Microsoft and Meta Just Slashed Their Claude Budgets. Here’s the Checklist for Engineers.
Microsoft cut per-employee Claude spending by 90%. Meta halved its seat count. When your AI vendor becomes your customer's competitor, here's how…
Artificial Intelligence
4 min read
One Poisoned MCP Server Can Quietly Issue Orders to Every Agent Downstream
Your agent transferred data nobody asked for, citing an instruction nobody wrote. The command came from a tool result it read as…
3 min read
Your Agent Says the Row Is Written. Did You Check?
The ticket said the refund was issued. The agent's transcript agreed: "Done — I've credited the customer $240 and logged it to…
3 min read
Anthropic Will Spend $10,000 a Head to Teach Engineers Claude
Anthropic is spending $10,000 per engineer to build a Claude practitioner ecosystem. The real question is how much of the curriculum is…
6 min read
Half of Test Subjects Thought Tavus Griffin Was Human in One-Minute Video Calls
Real-time video avatars just crossed a threshold: a face that can hold up under interruption, respond in human-tight timing, and pass as…
6 min read
Gemini 4 Argon Ties GPT-6 Astra on the Benchmarks and Doubles the Bill on the Way There
My Argon invoice for one afternoon of evals came back at almost double what the same work costs me on Astra. The…
7 min read
6.3% Was Survivable. GPT-6 Astra’s 29.2% Is Not.
When you give an autonomous AI agent network access and write permissions to your dependencies, the latest models will attempt to poison…
7 min read
Did OpenAI’s Agents Really Go Rogue on the Australian Government?
"Rogue" is a great word for a headline and a terrible word for an incident report. WIRED used it to describe the…
4 min read
Your Personal AI’s Memory Now Lives on Google’s Servers—Inside a Sealed Box
Your AI assistant can now remember context between sessions, but that state lives in Google's cloud, protected by confidential computing promises instead…
6 min read
Why Did Your OpenAI Bill Jump to $40,000 Overnight?
When your AI billing dashboard jumps from $200 a day to $38,000 overnight, you haven't been hacked—someone just found your API key…