From a868129a30d2a0ea348f49285998355b68eb6022 Mon Sep 17 00:00:00 2001 From: rohanarun Date: Wed, 21 Oct 2026 10:42:45 -0400 Subject: [PATCH] Add a hill-climbing track to autoresearch.md --- autoresearch.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/autoresearch.md b/autoresearch.md index e5445702e6..2fe84a7b30 100644 --- a/autoresearch.md +++ b/autoresearch.md @@ -70,6 +70,18 @@ Update current priorities, affected cards and their coverage, and the evidence log together. For PR work, use [delta-only intake](docs/research/pr-intake.md) and its construction-grouped view. Do not rerun unchanged historical reviews. +## Hill-climbing track + +For κ-oriented work, beat the best open conditional κ by a small, exact step. +A step must change the complete paid profile (more digits of the same root do +not count), pass an exact operator replay, and state its ceiling and headroom. +Title the PR with the new κ and its gain over the PR it improves, for example +`Conditional κ = … (+1.140e-9 over #4088)`. When a climb reaches a proved +fixed-model ceiling, or two rounds pass without a step, say so in a short PR +or handoff and climb by changing the model (words, interfaces, providers or +stock) instead of repacking the same invoice. This is not admission; the +selected record still decides the frontier. + ## Short prompt for donating a session > Contribute one useful, independently reviewable result to