The CLI is the path to AI autonomy, for now.

The CLI is the path to AI autonomy, for now

CLIs are the most practical bridge to AI autonomy.

Industry convergence: Claude Code, Codex CLI, Gemini CLI, OpenClaw — “the CLI is the bridge to autonomy.”
NVIDIA research: terminal capability is trainable and scales predictably. Nemotron-Terminal — 8B rose 2.5% → 13.0%; 32B reached 27.4% on Terminal-Bench 2.0.
CLI vs MCP (Peter Steinberger, OpenClaw): CLIs beat MCP — zero tokens, self-document via help menus. “GitHub’s MCP consumed nearly 50,000 tokens initially.”
Anthropic: acquired Vercept (computer-use startup) 2026-02-25, folding desktop + terminal operation into Claude.
Autonomy stages: chat → tool use → terminal operation → full autonomy. Industry currently between stages 2 and 3.

Source: cobusgreyling.medium.com — Cobus Greyling, Medium, 2026-03-05