change the use case.
get serious autonomy.
most ai products are a single rented model with a prompt wrapped around it. change the job and you're stuck with the same generalist. marow flips it: describe the use case, and the lab swaps in the specialist models built for that exact task — then lets them run.
the use case picks the model
describe what the run is for — a shop, a trading desk, a broadcast, a lab bench — and marow routes the work across the 47+ specialist models it has on hand. pricing goes to the pricing model. signals go to the signal model. audio goes to the audio model. nothing is asked to do a job it wasn't built for.
change the use case and the roster changes with it. no refactor. no re-wrapping. the work keeps running while the specialists swap underneath.
routable per task
by design
run ceiling
across the lab
five rungs.
most things stop at three.
every ai experience sits somewhere on a spectrum from passive tool to self-improving system. the industry ceiling is roughly the third rung — an "agent" that still waits for permission. marow lives on the top two, because the specialists running underneath don't need a human in the loop to route the next task.
- v self-improving marow
- iv autonomous marow
- iii agentic most products
- ii assistant chatbots
- i tool autocomplete
four use cases.
four roster swaps.
each one is the same lab with a different use case plugged in — and a completely different stack of specialist models underneath. commerce loads a merchandiser, pricer, and listing-writer. markets loads a signal parser, macro reader, and executor. broadcast loads audio, visual, and scene models. the lab loads benchmark, distill, and fine-tune. same orchestrator, different specialists.
most agents stop
after fifteen minutes.
a real measure of autonomy is how long a system can stay on a goal without a human in the loop. tools last seconds. assistants last a few turns. agents last an hour. the lab runs for days — because every time the work hits a wall, the orchestrator just swaps in a different specialist and keeps going.
dispatches from the autonomy lab.
irregular, unsponsored, low-frequency. when something interesting ships, you'll hear about it. otherwise, silence.