The irony is that "good" code and good documentation have top priority now in most orgs. For decades the best developers have been screaming about good code and documentation but leadership couldn't give a fuck. But now that their favorite nepobaby is here, now it's the most important thing all of a sudden.
There is actually some work on doing this; after all, an imagegen model is simply a very large number of images that have been compressed together. Given a stable model and a means of inferring a prompt for an image, you can then generate a base image and store compressed deltas on top of it.
(of course the limit case of this is Samsung moon replacement)
Hi ares Most current agent frameworks run on the host machine, which creates two big issues: security and environment consistency .
Allowing the agent to operate within a desired operating system is like giving it arms, eyes, and hands in its preferred environment—it’s vital:
the agent has access to files, can read and modify them, create and modify the machine, browse the web or run your apps without restrictions.
In short, we can create an infinite number of use cases by removing permission barriers and granting the AI access to the operating system’s capabilities. The tests we ran were quite impressive: the program runs 10 times faster than in traditional environments like Claudecode, etc. It detects and resolves issues we hadn’t even anticipated in record time. It has access to the environment’s background functions like write_file, read_file, etc. This allows it to write files and use apps in the background without even needing to move.
Furthermore, it removes the security barrier because the agent runs in a dedicated virtual machine; so if a problem arises, we have access to snapshots of our machine’s current state.
Doing this on an unprotected system would be suicidal from a security standpoint.
It was sarcasm. My point was that with AI, anyone has a chance to make their name about this "amazing new tech" just like Rich and contemporaries did in the 2010's. Not AI as the means to an end, but as the end in itself.
reply