· Amit Kothari
· AI Workflows and Operations
AI is built for tasks, not jobs
A job is a chain of tasks, and AI reliability multiplies downward across it. At 90 percent per task, a ten step job finishes about 35 percent of the time. Anthropic, METR, and the task based view of automation all point the same way.