Fable 5 ran a hardcore 15-hour task for $420. The model is genuinely stronger. But after June 22 it's out of the Coding Plan subscription, and API rates push costs up by an order of magnitude. Access to the best intelligence has become a pure money problem.
Opus 4.8 disappointed me on research and engineering tasks, so I moved all that work to GPT 5.5. Looking back, this isn't just Claude's problem. From NVIDIA and AMD nearly going bankrupt to Zhipu falling behind and bouncing back, the top models have always traded places. Don't bet on who's strongest—bet on who's still at the table.
Last month I wrote that ignorance is an advantage. This month agents burned me four times: performance inflated by orders of magnitude, a lab machine bricked, optimizations going in circles, and goals too high to ship. Ignorance gets you started; common sense keeps you from getting played.
Make AI inference deployment as simple as installing an app. AIMA automatically detects hardware, selects optimal configurations, and deploys with one click, turning every machine into an AI inference node.
Say goodbye to SSH and manual troubleshooting. Connect devices with one command, describe requirements in natural language, and let the AI Agent automatically handle diagnostics, installation, repairs, and upgrades.
Compress 1 hour of Feishu app configuration into 5 minutes. One-click automation completes the entire workflow of app creation, permission configuration, and OpenClaw integration—let developers focus on products, not platform integration.
