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Speculative drafting can now dynamically query and integrate historical context from recurrent states, unlocking $3.16\times$ speedups on LLM generation.
Pre-attention spikes and inter-spike plateaus reveal a surprising organization in hybrid linear attention models that could redefine our understanding of activation dynamics in LLMs.
EpochX tackles the challenge of scaling AI agent collaboration by creating a marketplace where verifiable work leaves behind reusable artifacts, incentivizing durable human-agent partnerships.