Sources and verification
Angelottiら「Complete virtual unwrapping and reading of a rolled Herculaneum papyrus」。2026年6月のプレプリント第1版。査読済み論文としては扱わない。ResultsのPHerc.1667節で「完全」の範囲と未転写部分、Technical strategyで処理の組合せ、Discussionで幾何と信号に関わる課題および両者の関係を確認した。全巻物への有効性を示す報告ではない。
arxiv.org/html/2606.2908…
Ceccarelliら「Pulsed thermographic analysis of Herculaneum papyri」。Scientific Reports、2025年。Introductionで信号への厚み方向の寄与、Materials and methodsで開かれ台紙に固定された試料を確認した。未開封巻物深部での性能・安全性へは一般化しない。
nature.com/articles/s4159…
Henderson「Virtually Unrolling the Herculaneum Papyri by Diffeomorphic Spiral Fitting」。WACV 2026会議録への掲載を確認。技術記述は2025年12月の著者プレプリント第1版のResultsとLimitationsを参照した。公開CT上の二つの巻物での成果と、矛盾する入力で面が二つの巻きの間を通る場合を区別する。
arxiv.org/html/2512.0492…openaccess.thecvf.com/content/WACV20…
Vesuvius Challenge「Open Problems: Why Reading Every Herculaneum Scroll Is Still a Challenge」。更新表示は2026年7月10日。主催者による工程と未解決問題の整理。Unwrapping内のSpiral fitとLabel quality、Scanning内のインク未回収についての段落を参照した。独立した追試としては扱わない。
scrollprize.org/2026_open_prob…
pherc0139-physical-audit。GitHub上の公開解析・評価資料。The datasets and evaluatorで参照の種類と密着部での制約を確認した。本稿では説明を照合し、コードや報告値を独立に再実行・再現したとは扱っていない。
github.com/7jycwjmbfn-eng…
資料確認日:2026年9月15日。生成AIを資料整理と文章作成に使用しています。記事の採否・公開判断と対外的な責任は筆者が担います。
Sources and verification
1. Canada Research Chairs Program, Evaluation of the Canada Research Chairs Program, 2023
比較対象、Tier 2の不採択候補者比較、Tier 2採択者・対照群・不採択候補者の受賞前5年間の年次系列、NSERCが45%を占める標本構成、論文数、後年のTier 2論文推移に対するCOVID-19の留保、引用影響度と世界水準との関係、SNS・政策文書・特許引用、不採択候補者との特許引用比較、学際性・多分野性の自己申告と書誌計量および群間比較、研究時間の保護、資金使途、Budget 2018による支援変更、評価上の限界を確認した。本文の加法差と倍率は、この報告が示す期間平均を使った記事側の記述計算であり、報告書の因果推定値や有意性検定ではない。報告自身の絶対増加に関する解釈も併記し、成果の全てをCRCPへ帰属できないことと、評価が因果的帰属を目的としていないことを保持した。
chairs-chaires.gc.ca/about_us-a_not…
PDF版
chairs-chaires.gc.ca/about_us-a_not…
2. Canada Research Chairs Program, Program Details
機関が候補者を指名・管理すること、チェア資金、期間、研究基盤支援との接続を確認した。このページ単独では成果への因果効果を示さない。
chairs-chaires.gc.ca/program-progra…
3. Canada Research Chairs Program, Research Funding
機関別チェア配分の計算へ入力される研究費の定義、三つの連邦助成機関の研究費をcreditとして扱う方法、対象・除外プログラムを確認した。このページ単独では、個々の支援要素が研究成果へ与える効果を示さない。
chairs-chaires.gc.ca/program-progra…
4. Canada Research Chairs Program, Allocation of Chairs
現在公開されている機関別配分方法が、直前3年間に三つの連邦研究助成機関から得た資金の割合に基づくことを確認した。現在ルールの確認であり、過去期間の細則が同一だったことまでは主張しない。
chairs-chaires.gc.ca/program-progra…
一次資料最終再確認日:2026年9月1日
GOOGLE'S CHIEF SCIENTIST SAYS CODING MAY SOON BE THE EASY PART
jeff dean got asked what becomes valuable if founders can run hundreds of agents and ai writes most of the code for them
his answer:
"I think it's really having incredibly good taste in what you ask your agents to work on."
and i think thats the part people underestimate
u can have every tool in the world, move insanely fast and test ten ideas at once, but none of that helps if u picked the wrong problem in the first place
the easier ai makes execution, the more judgment starts to matter
cause when everyone can make things fast, the advantage isnt just doing more, its knowing what actually deserves ur time
ai can help u find an answer in seconds, it still doesnt make every question worth asking
maybe choosing the right problem becomes more valuable than knowing how to solve it
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