Btw, fellow 3090 user, some time ago i saw this: https://github.com/Zagitta/gpu-unlock
Can't try it personally because windows, but maybe it will help you.
Secondly, yeah, Android / general interactivity features: it has a surface to propose edits/diffs, open dialogs, and show you rendered files, not just markdown in vim. Also: you take a picture and ask it to do something with it > it does. You ask it to put a route into google maps > it opens maps with the whole route placed properly.
And the killer: you can point it at a running browser with remote debugging enabled, and it can surf the internet on your behalf while you're sleeping. In general it can automate any interaction (via self-adb) if needed.
And my favourite: building and deploying android apps from android itself. Harness itself was built on the phone it runs on, and it works like a charm.
As a bonus: I've run this and a local Qwen as the model (hosted on my desktop's RTX 3090) — everything can be encapsulated in a true local-first environment.
https://github.com/nev3rfail/harness.apk
The typical human-agent interaction loop currently looks as follows: operator writes a prompt, agent presents some options to choose from until the requirements become clear, does some work, and finally presents a report of what was actually done. This "specify > present" loop scales very well: you can specify a spaceship, a project at work, a vacation plan, or an omelette.I got tired of...
We traced the infection back to a legit software build (it was either AIMP player or QIP messenger, I don't remember already), that was apparently built with an infected compiler.