MODEL-OS · MAPPING 05 / 05
Command Intent
COMMAND ⇢ INTENT
You no longer tell the machine how — you tell it what.
From punch cards to the command line to the GUI, the essence of interaction never changed: a human brain hand-compiles intent into a sequence of operations the machine can execute. Every ffmpeg flag, every menu click, is an opcode of that human compilation.
Intent-driven interaction moves the compiler into the machine. You state the goal; the Model-OS resolves it into a plan, schedules it into tool calls, executes and reports back. Ambiguity is resolved by context, the plan stays visible and editable, and irreversible actions return to you for confirmation. The unit of work shifts from operations on data to intent expressed against context.
Command
- Command-line flags
- Menus and buttons
- Humans compile intent
- Errors mean retry
Intent
- Natural language / multimodal
- Context resolves ambiguity
- Machines compile intent
- Explainable plans
LIVE · THE SAME JOB, SAID TWO WAYS
Context disambiguates
"Send it to that client from last time" needs no footnote — intent is always expressed against context.
Plans are explainable
The compiled plan stays visible: you review what it intends to do, not clean up afterwards.
Human in the loop
Reversible acts run automatically; irreversible ones come back to you. The handover of control is graded.