不追网红，只追创造者 —— 发现真正的 AI Builder

AI slop is not the same as AI generated You can make good stuff with AI. It’s just the low effort/quality stuff that’s slop. Writing has an endemic rn You can write well with AI if you take lots of care and edit heavily

cosign. models have overtuned to this now and do not realize when the agentsmd is out of date and should be changed/ignored. last night i goaled 5.6 sol to complete a 5 stage task and woke up to find it was still stuck on stage 0. it took a while to read the transcript back a few hours to realize at some point some agent had committed “stage 0 is the target dont do anything else” so poor sol spent 8 hours only refining and verifying stage 0 because /goal would not let it stop and agentsmd would not let it proceed. if you dont know whats in your agentsmd before you fire off each task, it is an indirect prompt injection you perform on yourself. /plan, /goal, /skill, or nothing at all.

I'd say we need a 50-50 mix of mutual content and random content

"The paper's insight connects to a broader pattern: AI agents are essentially distributed systems with unreliable components (the LLM), and we should apply distributed systems patterns to them." https://www.developersdigest.tech/blog/log-is-the-agent-event-sourced-ai

RT Zach Mueller To add on, it is immediate when you can tell someone has either: - Went with AI for the outline -> executed themselves -> light AI tweaks - Outline themselves -> light AI writing -> Human cleanup Or: - “Hey Sol here’s nothing about my style, write about XYZ. Dw about cleanup”