v4.4 tag release update. (#3032)

media/docs/pythonDSL/cute_dsl_general/dsl_introduction.rst

@@ -5,20 +5,30 @@
 
 
 Introduction
-======================
+============
 
 
 Overview
 --------
 
-|DSL| is a Python-based domain-specific language (DSL) designed for |DC| of numeric and GPU-oriented code. Its primary goals are:
+|DSL| is a Python-based domain-specific language (DSL) designed for |DC| of
+high-performance GPU kernels.  It evolved from the C++ CUTLASS library and is
+now available as a decorator-based DSL.
 
-- **Consistent with CuTe C++**, allowing users to express GPU kernels with full control of the hardware.
+Its primary goals are:
+
+- **Zero-cost abstraction**, DSL is a zero-cost abstraction thanks to Hybrid DSL approach.
+- **Consistent with CuTe C++**, allowing users to express GPU kernels with full
+  control of the hardware.
 - **JIT compilation** for both host and GPU execution.
-- `DLPack <https://github.com/dmlc/dlpack>`_ **integration**, enabling seamless interop with frameworks (e.g., PyTorch, JAX).
-- **JIT caching**, so that repeated calls to the same function benefit from cached |IR| modules.
-- **Native types and type inference** to reduce boilerplate and improve performance.
-- **Optional lower-level control**, offering direct access to GPU backends or specialized |IR| dialects.
+- `DLPack <https://github.com/dmlc/dlpack>`_ **integration**, enabling seamless
+  interop with frameworks (e.g., PyTorch, JAX).
+- **JIT caching**, so that repeated calls to the same function benefit from
+  cached |IR| modules.
+- **Native types and type inference** to reduce boilerplate and improve
+  performance.
+- **Optional lower-level control**, offering direct access to GPU backends or
+  specialized |IR| dialects.
 
 Decorators
 ----------