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発表要旨: 協働AIの普及に向けては、ユーザースキルの向上が課題である。AIとの付き合い方を理解するために、R&D、知財、IT部門での試用を推進することが重要だ。また、汎用MLMと専用MLMを組み合わせたハイブリッドシステムの動向にも注目が必要である。 普及の鍵を握るのは、カスタマイゼーションとEnterprise SaaSの利用である。各企業や組織のニーズに合わせてAIをカスタマイズし、SaaSを活用することで導入コストを抑えつつ、効果的な活用が可能となる。一方で、普及の障壁としてシステムセキュリティの問題が挙げられる。クラウドサービス、ネットワーク、セキュリティを統一的に扱うシステム開発・運用の重要性が顕在化している。 AI利用・開発倫理規定の作成・運用と、それを担う組織の整備も欠かせない。AIがもたらす倫理的課題に適切に対処するためには、ガイドラインの策定と専門組織の設置が求められる。 また、協働AIの活用においては、人間の美的感覚の涵養が重要となる。AIの出力を鵜呑みにするのではなく、人間が最終的な採否判断を下す必要がある。そのためには、Composition of Expertsの考え方に基づき、複数のAIの出力を組み合わせ、人間の知見を融合させることが大事である。 インパクトポイントとしては、知的生産性向上効果の高いR&Dや、金融、法律、教育などの知識集約型産業から活用が進むと考えられる。また、医療や創薬の分野でもAIの活用が期待されている。 キーワード:協働AI、ユーザースキル、ハイブリッドシステム、カスタマイゼーション、Enterprise SaaS、システムセキュリティ、AI倫理、美的感覚
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Service-introduction-materials-misorae-leadership
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《ビルコム株式会社》エンジニア向け会社紹介資料.pptx
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From Generative AI to Cooperative AI: 協働AIのもたらす社会、2030年への課題と展望
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Materials from Pepsico for their presentation at the 2024 CAGNY conference. Made 2/21/24
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From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world. With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively. The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage. Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience. See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers See the original article on Forbes here: http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
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Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
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西洋史若手研究者問題アンケート調査崎山京都修正版
1.
西洋史若手研究者問題アンケート調査 ―収入・研究費を中心に― 崎山直樹
2.
アンケート調査の概要 対象:「西洋史研究者」を自認する若手研究者 回答期間:2012年10月13日から12月16日
方式:Webアンケート 有効回答者数:191名(二重回答と判断される回答1件を 除く) 「西洋史若手研究者問題アンケート調査 ―中間報告書 ―」 https://docs.google.com/file/d/0BwaWDVN0tXzW NmM4THJuTlU3REE/edit
3.
アンケート結果(性別) 29% 70% 1% Q1: 性別 女性 男性
無回答
4.
アンケート結果(年齢) 9% 18% 30% 26% 16% 1% Q2: 年齢 25歳以下 26歳~30歳 31歳~35歳 36歳~40歳 40歳以上 無回答
5.
アンケートの結果(現在の立場) 32% 17% 13% 31% 7% Q5: 現在の立場 大学院生 非常勤講師 研究機関研究員 大学教員 その他
6.
アンケートの結果(大学院生(修士・博士 課程)現在の学年) 25% 41% 15% 19% Q6: 【大学院生(修士・博士課程)】現在の学年 大学院生(修士課程・ 博士前期課程) 大学院生(博士課程・ 博士後期課程) 海外の大学院(修士課 程・博士課程を含む) オーバードクター
7.
アンケートの結果(個人収入) 16% 31% 20% 15% 10% 5% 2% 1% Q73: 個人収入 100万円未満 100~200万円未満 200~400万円未満 400~600万円未満 600~800万円未満 800~1000万円未満 1000万円以上 無回答 50%弱が年収 200万円未満
8.
アンケートの結果(世帯収入) 7% 19% 18% 17% 10% 9% 15% 5% Q74: 世帯収入 100万円未満 100~200万円未満 200~400万円未満 400~600万円未満 600~800万円未満 800~1000万円未満 1000万円以上 無回答 ¼は200万 円未満 平均:489万円
9.
研究を進めていく上での困難 Q12, Q25,
Q36, Q50, Q61の質問群から問題点 を抽出 属性(大学院生、非常勤講師、研究機関研究 員、大学教員、その他)ごとの「研究を進めて いく上での困難」さを分析
10.
調査を行うための資金が足りない 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 大 学 院 生 非 常 勤 講 師 研 究 機 関 研 究 員 大 学 教 員 そ の 他 の 方 全く感じない あまり感じない どちらとも言えない ある程度感じる とても感じる 院生、非常勤講師、その 他の方への研究資金が足 りていない。
11.
科学研究費補助金:西洋史分野申請状況 196 199 200 197 185 189 平成19 平成20
平成21 平成22 平成23 平成24 西洋史分野申請状況 西洋史分野申請状況 科研費データ http://www.jsps.go.jp/j-grantsinaid/27_kdata/index.html より作成。
12.
研究種目別の変化:申請数 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 平成19 平成20 平成21
平成22 平成23 平成24 研究スタート 若手B 若手A 挑戦的萌芽 基盤C 基盤B 基盤A 基盤S 若手の申請数 が増加 「基盤」研究種 目での減少
13.
金額ベースで見てみると… 0 5,000 10,000 15,000 20,000 25,000 30,000 35,000 40,000 45,000 平成19 平成20 平成21
平成22 平成23 平成24 研究スタート 若手B 若手A 挑戦的萌芽 基盤C 基盤B 基盤A 基盤S 申請数で概算して約1億円 採択数で概算すると、約3000万
14.
日本西洋史学は衰退しているのか? 大型種目の激減:大規模共同研究の衰退、リー ダー的研究者のリタイア? 若手の増加:「自助努力」の徹底。「特別研究 員」制度の整備。
申請総数の変化は少ないが、種目割合の変化は 大きい。 西洋史全体の研究費の総計は大幅に減少してい る
15.
出来る範囲での改善策(1) 1)大学院生に対する経済的支援および研究費の支援 ◦ 日本学術振興会特別研究員制度への組織的な取組 申請数が増えれば、採択数も増える 2)各大学における「特別研究員」制度の拡充 ◦
研究環境へのアクセスを確保 ◦ 科研費IDの付与 (一部の大学で制度化された結果、若手 の申請数、採択数が増加)
16.
出来る範囲での改善策(2) 3)科学研究費補助金申請の奨励、支援 ◦ 学会組織をあげた組織的な支援の在り方 cf.
日本数学会「科学研究費補助金申請への呼びかけ」『数学通信』16巻2号、2012年。 http://mathsoc.jp/publication/tushin/1602/kaiho162-kakenhi-yobikake.pdf ◦ 専門分野ごとの申請課題数、申請研究経費総額の増加割合に応 じて、配分額が増加する仕組みを利用。 日本学術振興会『平成24年度科学研究費助成事業 第2段審査の手引き』2012年、21頁。
17.
出来る範囲での改善策(3) 学会、研究会を通じた共同研究のマッチング 研究者 若手 共同研究 として申請 組織的な 支援 ・研究時間の減少 ・申請書作成時間が取れない ・科研IDが取れない ・研究を行う上でのノウハウ が蓄積されていない ・時間の問題 ・「上下」関係と ならない関係作り
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