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- §6 Supporting Agentic Workloads: how the fused GQA design extends to agentic fan-out/fan-in; three-layer split (framework/runtime/kernel); Stationary-KV vs Distributed-Q execution policies. - §7 Hardware Performance-Spec Search for GQA: WIP stub (sweep intent over GEMM TFLOPS, MATH-engine ALUs, CUBE↔CUBE and SIP↔SIP BW). - Renumber Discussion/Conclusion/Future-Work to 08/09/10; update main.tex input order and toc.md. - Add Agentic_Runtime_Architecture.md design note; rebuild main.pdf. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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