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cs.CL2026
KV-Repurpose: A Testbed for Evaluating Non-Prefix KV-Cache Reuse
Taiga Ikeda, Daisuke Miyashita, Jun Deguchi
KV-cache reuse in large language model serving is commonly limited to exact prompt prefixes, preventing reuse when the same retrieved document appears after different system prompt…
cs.AI2026
Revolutionizing Long-Term Memory in AI: New Horizons with High-Capacity and High-Speed Storage
Hiroaki Yamanaka, Daisuke Miyashita, Takashi Toi +3
Driven by our mission of "uplifting the world with memory," this paper explores the design concept of "memory" that is essential for achieving artificial superintelligence (ASI). R…