Idempotent Gaming Ai

Eliminates out-of-place memory allocation spikes (cudaMalloc auxiliary buffers) and page-table indirection latencies via O(1) scalar-register cycle leader discovery. Llama-3-70B (8k-128k context, 8 heads, dim 128)

Description read from the page itself, because the listing it was found in gave none.