From a23d761d7330be8d7ac1745be60d4291961087aa Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Thu, 6 Aug 2026 15:53:48 -0500 Subject: research: pivot to two-state structured-bias program --- PAPER_PLAN.md | 9 +++++++++ 1 file changed, 9 insertions(+) (limited to 'PAPER_PLAN.md') diff --git a/PAPER_PLAN.md b/PAPER_PLAN.md index ec52c74..6f40ee0 100644 --- a/PAPER_PLAN.md +++ b/PAPER_PLAN.md @@ -1,5 +1,14 @@ # ICLR 2027 paper plan +> **2026-08-06 direction update.** The active prospective framing is now +> `TWO_STATE_BIAS_PROGRAM.md`: structured differential bias in two-state local +> learning, motivated by the Harnett somato-dendritic residual and tested with +> one unchanged innovation operation across physical coupled learning, Dual +> Propagation, EP and coupled-learning backbones. The manuscript below remains +> the evidence-bound account of completed experiments until the new physical +> and cross-backbone gates pass; prospective claims must not be copied into it +> as results. + This document maps the frozen evidence to a defensible paper narrative. It is not permission to promote development results or to hide failed gates. The current prose realization is `paper/MANUSCRIPT.md`; its 34 central numeric -- cgit v1.2.3