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    An AI architecture's claimed optimization for append-only agentic rollouts, not retrieval

    A post quotes a “phase specialization” claim that retrieval at different phases depends differently on different heads.

    Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(
    1 Source, 36m ago, first seen 36m ago

    TLDR

    A user quotes a claim that retrieval at different phases depends differently on different heads—a pattern the quoted text calls “phase specialization.” The user says they’ve seen it in improvised NIAH tests and argues that the architecture is optimized for append-only agentic rollouts, not retrieval jobs.

    Combined views

    910

    1 Source, first seen 36m ago

    Combined views

    910

    1 Source, first seen 36m ago

    7 likes
    7 likes
    1 comments
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    1 comments
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    1 Source

    Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)@teortaxesTex«retrieval at different phases depends differently on different heads, a systematic pattern we call phase specialization» Oh man, this arch is so cursed I've seen this phenomenon in improvised NIAH tests It's optimized for append-only agentic rollouts, not retrieval jobs36m
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    1 Source

    Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)@teortaxesTex«retrieval at different phases depends differently on different heads, a systematic pattern we call phase specialization» Oh man, this arch is so cursed I've seen this phenomenon in improvised NIAH tests It's optimized for append-only agentic rollouts, not retrieval jobs36m