small update readme

Author: dance858

LICENSE

@@ -186,7 +186,7 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright 2025 Daniel Cederberg and William Zhang
+   Copyright 2026 Daniel Cederberg and William Zhang
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.

README.md

@@ -1,6 +1,6 @@
 # CVXPY DNLP Differentiation Engine
 
-This repository contains a **C implementation of the differentiation engine used by CVXPY** for its extension to [**Disciplined Nonlinear Programming (DNLP)**](https://github.com/cvxgrp/DNLP).
+This repository contains a **C implementation of the differentiation engine used by CVXPY** for its extension to **Disciplined Nonlinear Programming** ([DNLP])(https://github.com/cvxgrp/DNLP).
 
 The library provides low-level routines for computing derivatives required by nonlinear programming problems. 
 The library is intended as a **backend component** and is not meant to be used directly by end users.