RataNova

I've pulled loot spawn formulas this way a couple of times, stuff that Reddit had been debating for years and still getting wrong

If someone burns through two grand in api tokens over a month and still can't move tickets across the board, the bottleneck definitely isn't a lack of compute.

Classic tradeoff. Generating syntax is cheap, maintenance is expensive. RN models heavily optimize for the former at the expense of the latter :)

Reading, understanding and verifying code has always required more cognitive effort than typing it out. Running agents in parallel just forces you to spend 100% of your day doing the most taxing part of the job

An agent's usefulness is defined by its ability to successfully close a narrow task within the strictly defined boundaries of a sandbox

Expecting a statistic model to follow security rules with ironclad certainty was a pretty naive idea from the start

The application security really should be better across all levels. However the fact does not negate that the agent is already capable of spontaneously generating complex hacking chains without human involvement

I love how the solution to any software vulnerability in the machine learning world always turns out to be buying even more server hardware from nvidia