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# 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