Add experimental INT4 weights and full matched benchmark

Add experimental INT8 weights and full matched benchmark

Compare the full published synthetic test and report failed numerical gates

Add live Swift browser demo and matched variant benchmark

Add optional ANE-gather variant with 98.2 percent ANE placement

Add real-input ANE profiling across four compute policies

Add CUA-S1-FORMS FP16 Core ML conversion and verified artifacts

initial commit