From f1d42f42bc742464cbaf40917ae9fd4330f2caf0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E3=81=82=E3=81=8D=E3=82=89=E3=81=99=E3=82=81=E3=82=89?=
 =?UTF-8?q?=E3=81=8E=EF=BC=88Bobby=EF=BC=89?= <info@bobby-shop.com>
Date: Sun, 2 Aug 2026 09:59:51 +0700
Subject: [PATCH] Revise README for clarity and updated information

Updated README to clarify project scope, limitations, and performance metrics.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6b8f186e..e7cb9853 100644
--- a/README.md
+++ b/README.md
@@ -54,7 +54,7 @@ This is MIT licensed for a reason. Everyone now has access to AI-assisted develo
 
 ---
 
-## What This Is
+## What is this?
 
 A from-scratch implementation of transformer training (forward + backward pass) running on the ANE in Apple Silicon. The ANE is a 15.8 TFLOPS FP16 (M4) inference accelerator that Apple does not expose for training. This project reverse-engineers the `_ANEClient` / `_ANECompiler` private APIs and the MIL (Model Intermediate Language) format to run custom compute graphs — including backpropagation — directly on ANE hardware.