Unverified50% confidenceFactExact time
HybridAgent retains the full KV cache (including latent-space steps) across turns, avoiding re-encoding the trajectory into tokens.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor scenarios with loop-carried dependencies, the critical path can be broken by maintaining multiple independent accumulators or computation streams, thereby hiding instruction latency and restoring throughput.66% similarUnverifiedStride records the number of memory units that must be skipped to move one step in each dimension, enabling operations such as transposition and slicing to be completed by modifying strides without copying data64% similarUnverifiedMost training-free KV cache optimization methods follow an eviction approach, identifying unimportant tokens and discarding them directly—an irreversible operation along the sequence axis.63% similarUnverifiedThe continuation token mechanism makes "a million tokens in a single response" engineering-feasible by splitting one ultra-long generation into multiple coherent segments, but it requires the model to maintain contextual consistency across segments.63% similarUnverifiedThe core idea of dynamic KV cache is on-demand allocation and dynamic reclamation, allowing VRAM allocation to elastically scale with the actual sequence length rather than locking up a large amount of space all at once.63% similar
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