AI ethics is everywhere. Execution models are nowhere. So I built one
Hugging Face Forums [Unofficial]
April 12, 2026
AI ethics is everywhere. Execution models are nowhere.
So I built one.
Not a paper. Not a framework.
Just JSON. And it runs.
This defines whether an action is allowed before execution.
Example:
{
"Label": "Cook Jjapagetti",
"ExecutionEffect": {
"Type": "Boil",
"Target": "Stove"
},
"Boundaries": [
{ "Type": "NotStartIf", "Value": "no_water" },
{ "Type": "limit", "Value": "max-cook-5min" },
{ "Type": "warning", "Value": "fire-risk" }
],
"EventTrigger": [
{ "UserIntent": "cook_jjapagetti" }
],
"ResponsibilityLimit": {
"MaxDurationSec": 300
},
"StartImpactConstraint": [
{
"Type": "NoConcurrentHeatSource",
"Targets": ["Oven", "AirFryer"]
}
]
}
You can cook Jjapagetti.
But it must not start if there is no water,
it must not run for too long,
it must consider fire risk,
and it must not start if another heat source is already on.
This is the missing layer between intent and execution.
Discussion in the ATmosphere