The current standard for prompting in 2026 requires individuals to provide highly specific instructions to AI agents.

The first fundamental AI skill is 'specification precision' or 'clarity of intent,' which involves communicating with a machine in a literal manner.

Prompt engineering specifying what you want a system to output was adequate when AI systems were stateless single-turn tools under direct supervision, but is structurally inadequate for long-running autonomous agents.