From 33e6d9e3325f243f9220714990bc055206b5bc32 Mon Sep 17 00:00:00 2001 From: HiddenTrojan <93521146+Labeeb2339@users.noreply.github.com> Date: Wed, 22 Jul 2026 19:03:45 +0800 Subject: [PATCH] docs: remove assistant-process wording --- README.md | 3 +-- research/CLAIM_BOUNDARY.md | 9 +++++---- research/PRIOR_ART.md | 4 ++-- 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 1aed80f..4131767 100644 --- a/README.md +++ b/README.md @@ -60,8 +60,7 @@ and compared at an equal bit budget. See preserves the [failed signals and replacement](research/EXPERIMENT_001_SIGNAL_PIVOT.md) and the [untouched confirmation](research/CONFIRMATION_001.md). -The user-suggested -[Gated DeltaNet-2 paper](https://arxiv.org/abs/2605.22791) reinforces why erase, +[Gated DeltaNet-2](https://arxiv.org/abs/2605.22791) reinforces why erase, write, and decay behavior should be analyzed separately. Its non-commercial reference code is not a RecurQuant dependency, and the initial target remains Apache-2.0 Qwen3.5. diff --git a/research/CLAIM_BOUNDARY.md b/research/CLAIM_BOUNDARY.md index 9c7fb22..a2b30cc 100644 --- a/research/CLAIM_BOUNDARY.md +++ b/research/CLAIM_BOUNDARY.md @@ -35,8 +35,9 @@ audit and confirmatory experiments are required before stronger wording. - "Breakthrough," "state of the art," or "novel" based only on the pilot. - Authorship of Qwen3.5 or any other base model. -## Authorship if the project succeeds +## What this project contributes -The defensible contribution would be the allocation method, implementation, -evaluation protocol, and any clearly labelled derivative artifact. Qwen3.5 and -its architecture remain credited to the Qwen team. +RecurQuant's contribution is its allocation method, implementation, evaluation +protocol, and clearly labelled derivative artifacts. It does not claim +authorship of Qwen3.5 or its architecture, which remain credited to the Qwen +team. diff --git a/research/PRIOR_ART.md b/research/PRIOR_ART.md index b1d6454..a382f18 100644 --- a/research/PRIOR_ART.md +++ b/research/PRIOR_ART.md @@ -36,8 +36,8 @@ the search before any paper or novelty statement. ## Architecture evidence -- [Gated DeltaNet-2](https://arxiv.org/abs/2605.22791), suggested during this - project, separates channel-wise erase and write gates. It motivates analyzing +- [Gated DeltaNet-2](https://arxiv.org/abs/2605.22791) separates channel-wise + erase and write gates. That distinction motivates analyzing the two state axes separately but does not establish precision allocation. Its [official code](https://github.com/NVlabs/GatedDeltaNet-2) uses the NVIDIA Source Code License-NC and is not copied into this Apache-2.0 repository.