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敎へない敎師と、考へる機械

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 敎へない敎師と、考へる機械

8割は喋って補ってゐるので、書いてある事は話半分に見てください。

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さっちゃん

July 16, 2026

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  1. 01 01 01 01 ℗ࢣ͸ɺ ℗ࢣ͸ɺ ℗ࢣ͸ɺ ℗ࢣ͸ɺ ੜెͷݴ༿Λ ੜెͷݴ༿Λ

    ੜెͷݴ༿Λ ੜెͷݴ༿Λ ஌Βͳ͔ͬͨɻ ஌Βͳ͔ͬͨɻ ஌Βͳ͔ͬͨɻ ஌Βͳ͔ͬͨɻ ੜె͸Φϥϯμޠ͔͠ղͣ͞ɺ℗ࢣ͸ϑϥϯεޠ͔͠ղ͞ ͳ͔ͬͨɻڞ௨ͷݴ༿͸ͳ͘ɺ㘸໌΋࣭໰΋੒Γཱͨͳ ͍ɻ 1818೥ɺϧʔϰΝϯ ʗ Joseph Jacotot PORTRAIT PLACEHOLDER Joseph Jacotot, c. 1818
  2. 05 05 05 05 The compiler found a [MASK] error.

    ͦ͜ʹԿͱॻ͍͔ͯ͋ͬͨʁ ℗ࢣ͕ҰޠΛࢦͰᯅ͠ɺ᠍͚ͨՕॴΛᓫ᮫ͬͨ܎͔Β෮ݩͤΑͱ໰;ɻBERT΋ಉ͡ܗ ͷ՝୊Λղ͘――ላश࣌ʹจதͷtokenͷ15%Λબͼɺଟ͘Λ[MASK]΁ஔ͖׵΁ɺલޙ ͷจ຺͔ΒݩͷtokenΛဇଌ͢Δɻ
  3. 06 06 06 06 ஌ੑ͸ɺ᮫܎Λݟ͚ͭΔ ݟΔ ↓ ൺֱ͢Δ ↔ ᮫࿆͚ͮΔ

    ↓ ↓ ၊㘸͢Δ ↔ ͔֬ΊΔ Attention(Q, K, V) ֤token͕จ຺தͷͲͷtokenΛɺͲͷఔ౓ჩর͢Δ͔Λܭࢉ͠ɺͦͷॏΈͰදݱΛߋ ৽͢ΔɻላशʹΑͬͯɺtokenಉ࢜ͷ᮫࿆͕ model ͷ parameter ΁৫Γࠐ·ΕΔɻ
  4. 07 07 07 07 coding agent͸൷൑Λख᠃Խ͢Δ ໨ඪ ↓ ၊㘸 →

    ฤा → test / lint / build ↑ ࠩҟΛᩇΉ ↑ ൷൑ʹൺֱ͠ɺධၢ͠ɺमਖ਼͢Δ ࣦഊͨ݁͠ՌΛᩇΈɺ၊㘸Λमਖ਼͠ɺ΋͏Ұ౓ࢼ͢ɻagent͕ݡ͘ݟ͑Δͷ͸ɺग़ ྗΛcompiler΍testɺuserͷཁٻ΁ಥ͖߹͸ͤɺޡΓΛՄࢹԽͰ͖Δ͔Βͩɻ compiler error͸ɺagentʹͱͬͯͷ൓࿦Ͱ͋Δɻ
  5. 08 08 08 08 ᡵͱLLM͸ɺͲ͜·ͰࣅͯΙΔ͔ LLMͷ㚎෦දݱ ↕ alignment ݴޠΛ႔ཧ͢Δᡵ׆ಈ modelͷத⇭දݱ͔Β

    fMRI ΍ EEG ͷ൓ጯΛͲ͜·ͰဇଌͰ͖Δ͔ɻٯʹɺᡵ׆ಈ͔Βݟ ฉ͖ͯ͠Ιͨҙຯ㚎༰ΛͲ͜·Ͱ෮ݩͰ͖Δ͔――Ұఆͷሣጯ͸ݟ͔ͭΔ͕ɺಉ͡ߏ଄ɾ ಉ͡ៃᱛΛҙຯ͠ͳ͍ɻ ྨࣅ͸ɺಉҰੑͰ͸ͳ͍ɻ
  6. 10 10 10 10 ჩর Devlin et al., "BERT: Pre-training

    of Deep Bidirectional Transformers for Language Understanding" (2018) Vaswani et al., "Attention Is All You Need" (2017) Yao et al., "ReAct: Synergizing Reasoning and Acting in Language Models" (2022) LLM–ᡵ alignment ᮫࿆㐞ڀ܈ Jacques Rancière, Le Maître ignorant / ʰແஐͳ℗ࢣʱ