will brown @willccbb

Ranked #1 on Backscroll (2026-07-10) — surfaced for substance, not engagement.

doing RL *literally* in production doesn’t really work outside of narrow settings like RLHF but the right way to do continual RL *is* exactly this semi-synthetic task loop, which you can do on-the-fly by mining tasks from traces + evolving high-fidelity sims from observations

How it ranks: Backscroll reads my Twitter/X timeline and ranks every tweet for substance with an LLM taste rubric — not raw engagement. Curated by Surya Dantuluri.