3,634 karma · joined January 7, 2015
I mostly run my MBP on low power even when it is plugged in to avoid the noise and heat. Full power maybe doubles speed but more than doubles power.
What can it do: Simple restructuring of pages. Where did it and other models fail: Splitting up Pinia store which GPT-5.4 did without fail. I think with more tuning, guidance for tool use and maybe some support tooling around it performance can increase further.
Maybe it is time not just shrink transistors but also software bundles. I can see decades of possible progress hiding in plain sight behind a browser screen.
Finally someone has figured out how to hire accurately.
No, every time people switch knowledge gets lost and code quality degrades.
In part I blame accounting rules justifying investments is easier than maintenance.
ai: scaling finding opportunities
ai: improving exploit code engineering
ai: scaling automation of exploit execution
homogenization of infrastructures: simplifying target navigation
perfect storm