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GraphRAG left "can it work?" and entered "can you trust it?": benchmarks, robustness to knowledge poisoning, and attacks now hitting graphs.
How to squeeze frontier MoE models like Kimi K2.6 and GLM 5.2 onto GPU memory: quantised KV caches double context, INT4 weights cut checkpoint size 40%, and page-level integrity checks protect shared caches. With real SGLang configs and benchmarks.