
ć°ĺ1ĺš´çŽăŤă躍ăŤă¤ăăă3ă¤ăŽçżć ŁăĺŚăłçśăăčŞĺăŽĺĺ°ăä˝ăăăăă§ăźăş6-2ď˝ITă¨ăłă¸ăă˘ăŽĺľăŤč´ăăĺ°ąć´ťăŽć¸ă
ăăçĽăăăćŹéŁčźăŻă2026ĺš´9ć20ćĽăŤĺ ¨č¨äşăĺ ¨é˘ă˘ăăăăźăăăžăăă
ăăăŽč¨äşăŻćŹć°ă§ITă¨ăłă¸ăă˘ăŤăŞăăăďź ă¨ăăĺŚçăăăăĄăŤĺăăŚĺ°ąć´ťăăăťăšăäźăăăITă¨ăłă¸ăă˘ăŽĺľăŤč´ăăĺ°ąć´ťăŽć¸ăăˇăŞăźăşăŽä¸ćŹă§ăăăˇăŞăźăşĺ ¨ä˝ăŽçŽćŹĄăŻăăĄăďźćč¨äşďźăăă茧ăăă ăăžăă
ăă¨ăłă¸ăă˘ăçŽćăĺŚçăŽăżăŞăăăăăăŤăĄăŻăăŻăŞăŞăăŁă˘ăźăăŽćą ç°ă§ăă
ăITă¨ăłă¸ăă˘ăŽĺľăŤč´ăăĺ°ąć´ťăŽć¸ăťăă§ăźăş6-2ăŽč¨äşă§ăăäťĺăŻĺ°ăĺ ăŽčŠąăć°ĺ1ĺš´çŽăŤčşŤăŤă¤ăăă3ă¤ăŽçżć Łăă芹ăăăžăă
ăč¨čă2ă¤ĺŽçžŠăăžăă3ćĺăŻăăă§ăźăş2-4ă§ă芹ăăăčŞăăťä˝ăăťć¸ăćŽăă¨ăăĺŚăłăŽĺăćšă§ăăĺĺ ąăŻăćĽĺ ąăăç´°ăăç˛ĺşŚă§ăä˝ćĽăŽéä¸çľéăć°ăĽăăăăŽé˝ĺşŚăăŁăăăŤćľăăŚăăć¸ăćšăŽăă¨ă§ăă
ăăăăŚăĺ ăŤçłăä¸ăăŚăăăžăă厢ĺ 常é§ăŤăŞăăăăŞćšă礞ĺ ăŤăăăĽăĄăłăăŽćĺăăŞăćšă1on1ă¨ăăč¨čăäźç¤žăŽčŞŹćă§ä¸ĺşŚăčăăŚăăŞăćšăAIăăźăŤăćĽĺă§ä˝żăăŞăăăăăăŞăćšăăăŽćšăŻă5çŤ ăăčŞăă§ăă ăăăăăŽč¨äşăŻäťĽĺăćŻăăŽăăç°ĺ˘ăĺćăŤć¸ăăăŚăăžăăăăăă§ăŻčśłăăžăăă§ăăă
ăăŽč¨äşăŽăă¤ăłă
1ĺš´çŽăŤć¤ăăçżć ŁăŻ3ă¤ăć¸ăćŽăă質ĺăăăćŻăčżăăăăĄă°ăĺ°ăă形ăŻăäťćĽăăăŁăăă¨1čĄă¨ăććĽčăăăăă¨1čĄăŽ2čĄă§ăă
質ĺăŽĺăŻă15ĺčăăŚă芌ăăăă¨ă¨čŞĺăŽäťŽčŞŹă桝ăăŚç¸čŤăăăAIă使ăăčˇĺ ´ă§ăŻăăăŽăăă ăŤAIăćăżăžăă
ćŻăăčăç°ĺ˘ăŽćšă¸ăŽçŤ ă5çŤ ăŤç˝Žăăžăăăçżć ŁăŻçśăăŞăăŽăćŽéă§ăăä¸ĺşŚć˘ăžăŁăŚăĺéă§ăăăă¨ăăçżć ŁăŽĺźˇăă§ăă
1. ăŞăă1ĺš´çŽăŤçżć ŁăŞăŽă
ăĺşçŤ -3ă§ăçăćšă¨ăăŚăŽă¨ăłă¸ăă˘ăŻăäźç¤žăăä¸ăăăăăăŽă§ăŻăŞăăćĽă ăŽĺ¤ćă¨čĄĺăŽä¸ă§čŞĺă§čč˛ ăŁăŚăăăăŽă ă¨ă芹ăăăžăăăčˇćĽă¨ăăŚăŽă¨ăłă¸ăă˘ăŻăĺ Ľç¤žăăćĽăŤäźç¤žăăä¸ăăăăžăăçăćšă¨ăăŚăŽă¨ăłă¸ăă˘ăŻăăăŽćĽăăăŽçŠăżéăă§ăĺ°ăăă¤çŤăĄä¸ăăŁăŚăăăžăă
ăăăŽçŠăżéăăŽĺä˝ăăçżć Łă§ăă
ăăăăŚăăžăŁăăăŞ1ĺš´çŽăăçżć Łăć¤ăăăŽăŤăăĄă°ăĺăăććă§ăăćĽĺăŤć ŁăăŚĺżăăăćĽĺ¸¸ăŤăŞăŁăŚăăă ă¨ăć°ăăçżć ŁăŽĺ Ľăčžźăééăĺ°ăăăŞăăžăăă ăăăăăŽććăŤ3ă¤ă ăă渥ăăăŚăăăžăă
2. çżć Ł1ďźć¸ăćŽă
2-1. ăăĄă°ăĺ°ăă形ăŻă2čĄă§ă
ăćĺăăçŤć´žăŞăăăĽăĄăłăăć¸ăăă¨ăăŞăă§ăă ăăăăăĄă°ăĺ°ăă形ăŻă1ćĽ2čĄă§ăă
äťćĽăăăŁăăă¨ă1čĄ
ććĽčăăăăă¨ă1čĄ
ăăăă ăă§ăăăăźăă§ăăăăăšăăăĄă¤ăŤă§ăăăăŁăăăŽčŞĺĺŽăŚă§ăć§ăăžăăă
ăăăŽ2čĄăĺšăăŽăŻăććĽčăăăăă¨ăć¸ăĺşăă¨ă質ĺăŽćşĺăçľăăŁăŚăăăăă§ăăçżćăăăŽ1čĄăćăŁăŚĺ 蟊ăŽă¨ăăăŤčĄăă°ăăăă ăă§çżć Ł2ďźčłŞĺďźăŤă¤ăŞăăăžăă
2-2. ć ŁăăŚăăăăéąăŤ1ćŹ
ă2čĄăçśăăăăŤăŞăŁăăăéąăŤ1ćŹăĺ°ă大ăăŞĺä˝ă§ć¸ăćŽăă¨ăăăžă§ĺşăăžăăćĽĺ ąăăç˛ĺşŚăŽĺ¤§ăăĺŚăłăăă¨ăă°ăäťéąĺăăŚč§ŚăŁăäťçľăżăŽć´çăăăéąăŤ1ćŹă
ăć¸ăćŽăĺ ăŻăç°ĺ˘ăŤăăŁăŚéăăžăă礞ĺ ăăăĽăĄăłăďźNotionăConfluenceăesaăŞăŠďźăĺĺ ąăŽăăŁăłăăŤăćĽĺ ąăčŞĺăŽăĄă˘ăć¸ăćŽăĺ ăăŞăăŞăăčŞĺăŽăĄă˘ă§ć§ăăžăăăĺ ´ćă§ăŻăŞăăĺžă§čŚčżăăăă¨ăçŽçă§ăă
ăăŞăă礞ĺ¤ăŽćčĄăăă°ăŤĺşăĺ ´ĺăŻăäźç¤žăŽçşäżĄăŹă¤ăăŠă¤ăłăĺ ăŤç˘şčŞăăŚăă ăăă厢ĺ 常é§ăŽćšăŻă礞ĺ ăŽăĄă˘ăŽćŽľéăăçˇăăăăžăă5-2ă§ćąăăžăă
2-3. 1ĺš´çŽăŽçšć¨ŠăŻăĺăăăŞăăă¨ăĺ¤ăăă¨
ăĺăăăŞăăă¨ăŽć°ă ăăć¸ăćŽăéĄćăăăăžăăăăăŚăć°ĺăŽé ăŤć¸ăćŽăăăĄă˘ăŻă3ĺš´çŽăŽčŞĺă¨ăçżĺš´ăŽĺžčźŠăĺŠăăžăăăăăŻăç§ăĺăĺ Ľăăĺ´ă¨ăăŚä˝ĺşŚăčŚăŚăăăă¨ă§ăă
ăéąăŤ1ćŹă1ĺš´çśăăă°ăč¨é˛ăŻć°ĺćŹăŤăŞăăžăăăă ăăĺ ¨é¨ăŽéąă§çśăăă¨ăŻăžăăăăžăăă6çŤ ă§ćąăăžăăă20ćŹă§ă30ćŹă§ăĺĺă§ăăçśăăŞăéąăăăăă¨ăĺćăŤăĺ§ăăŚăă ăăă
3. çżć Ł2ďź15ĺčăăŚăăăăă質ĺăă
ă1ĺš´çŽăŽćéˇăŽéăăŻă質ĺăŽčłŞă¨é ťĺşŚă§ăăăŞăăŽé¨ĺăćąşăžăăžăă
ăč˝ă¨ă犴ăŻ2ă¤ă§ăăčăăŞăăăă¨ăčăăăăčăăŞăăăăă¨ă芰ăžăŁăăžăžĺćĽăćşśăăžăăčăăăăă¨ăčŞĺă§čăăçčăč˛ăĄăžăăăăăŽ2ă¤ăŽéăŤăĺăăăăžăă
ăžă15ĺăčŞĺă§čăăŚćăĺăăăă¨ăŠăźăĄăăťăźă¸ăčŞăăĺ ŹĺźăăăĽăĄăłăă調ăšăă礞ĺ ăŽăăăĽăĄăłăăć¤ç´˘ăăăĺçžăăăăšăă1ă¤ć¸ăăŚăżă
15ĺă§ĺşĺŁăčŚăăŞăăă°ă質ĺăă
質ĺăŤăŻăčŞĺăŽčăă桝ăăăăâŻâŻă¨ăăă¨ăŠăźă§čаăžăŁăŚăăžăăâŻâŻă¨âŻâŻă芌ăăŚăâŻâŻă§ăŻăŞăăă¨čăăŚăăžăăăćšĺć§ăăç¸čŤă§ăăžăăă
ăăăŽă芌ăăăă¨ďźčŞĺăŽäťŽčŞŹďźç¸čŤăăŽĺăŻăăă§ăźăş4-5ăŽćčĄé˘ćĽă§ă芹ăăă芰ăžăŁăă¨ăăŽĺŻžçăŞç¸čŤă¨ăĺăĺă§ăăé˘ćĽă§ä˝żăŁăĺăăăăŽăžăžĺŽĺă§ä˝żăçśăăă ăă§ăă
ăĺşçŤ -3ăŽä¸ćŹćąăŻăScientistďźç§ĺŚçăŞćčďźăťEngineerďźĺˇĽĺŚçăŞĺŽčŁ ďźăťEthicsďźĺŤççăŞĺ¤ćďźăŽ3ă¤ă§ăăăăŽĺăŤăŻăăăŽ3ă¤ăĺ ¨é¨ĺ ĽăŁăŚăăžăă䝎誏ăçŤăŚăŚç˘şăăăăŽăScientistăćăĺăăăŚç˘şăăăăŽăEngineerăăăźă ăŽćéăŤč˛Źäťťăćă¤ăŽăEthicsă§ăă
3-1. čăăŞăăŽăŻăć ć ˘ă§ăŻăăăžăă
ăăăăŻăăŻăŁăăçłăä¸ăăžăă
ă15ĺă§čăăŞăă¨ăăăăăăŽççąăŽĺ¤§ĺăŻć ć ˘ă§ăŻăŞăăććă§ăăăăăăŞăă¨ăĺăăăŞăăŽăăă¨ćăăăăŽăćăăăăăŻă誰ă§ăăăă§ăă
ăăăŽăăă§ăäşĺŽăçłăä¸ăăžăă1ćéćąăčžźăă§č§ŁăăŞăăŁăĺéĄăŻă5ĺăŽç¸čŤă§č§Łăăăă¨ăĺ¤ăăăăăŚăăăŽ1ćéăŻăăăźă ăŽč¨çťăăćśăăŚăăžăăćąăčžźăăă¨ăŻăăżăŞăăăŽçé˘çŽăăŽčĄ¨ăă§ăăăăăźă ăŤă¨ăŁăŚăŻăăă ćéăćśăăăă¨ă¨ĺăă§ăă
ăă§ăăăăčăăŚăă ăăăăăăŚăčăăăăăăăăăŽćăăĺ ăŤćăŁăŚăăăŚăă ăăăçżć Ł1ăŽăććĽčăăăăă¨1čĄăăăăăŽăăăŽéĺ ˇă§ăăćăăĄă°ăăŤăć¨ćĽć¸ăă1čĄăćăŁăŚăăăăăăŞăăĺăĺşăăăăăŞăăžăă
4. çżć Ł3ďźéąăŤä¸ĺşŚă15ĺăŽćŻăčżă
ăéąăŽçľăăăŤ15ĺă3ă¤ć¸ăĺşăăžăă
äťéąăă§ăăăăăŤăŞăŁăăă¨ăĺ°ăăŞăă¨ă§ć§ăăžăăăăăŹăăĽăźććăĺ éąăăć¸ăŁăăăĺăăŚă˛ă¨ăă§ăŞăŞăźăšä˝ćĽăăăă
äťéąă芰ăžăŁăăă¨ăťĺ¤ąćăăăă¨ăäşĺŽă¨ăăŚć¸ăăčŞĺă貏ăăĺ ´ă§ăŻăăăžăă
ćĽéąă芌ăăăăă¨ă1ă¤ă ăă§ć§ăăžăă
ăăăŽ15ĺăă1ĺš´çŽăŽćżćľăŤăčŞĺăŽćé蝸ăä˝ăăžăăćĽă ăŽćĽĺăŤćľăăăŚăăă¨ăčŞĺăćéˇăăŚăăăŽăăŠăăĺăăăŞăăŞăććăĺż ăćĽăžăăăăŽă¨ăăŤăă1ăćĺăŽčŞĺăŻăăăă§ăăŞăăŁăăă¨ăăäşĺŽăčŚăăŚăăăăŽăăăăŽč¨é˛ă§ăă
4-1. ćŻăčżăăŽĺşĺŁăŻă1on1ă ăă§ăŻăăăžăă
ăäźç¤žăŤ1on1ăăăăŞăăăăŽč¨é˛ăćăŁăŚčĄăŁăŚăă ăăăăćčżăŠăďźăă¨čăăăă¨ăăŤăĺ ˇä˝çăŞäşĺŽă§ĺŻžčŠąăă§ăăžăă
ă1on1ăăŞăäźç¤žăăăăžăăăăăăăăĄăăŽăťăăĺ¤ăăăăăăžăăăăăŽĺ ´ĺăćŻăčżăăŽĺşĺŁăŻ3ă¤ăăăžăă
ĺĺš´ĺžăť1ĺš´ĺžăŽčŞĺăăăăăăĄă°ă確ĺŽăŞĺşĺŁă§ăăĺĺš´ĺăŽč¨é˛ăčŞăżčżăă¨ăćéˇăŻäşĺŽă¨ăăŚčŚăăžă
čŠäžĄé˘čŤăĺš´ăŤ1ă2ĺăĺż ăăăăžăăăăă§ăăăŽĺĺš´ă§ä˝ăăăŁăăăăčăăăžăăč¨é˛ăăăäşşă¨ăŞăäşşă§ăăăŽé˘čŤăŽčłŞăŻăžăŁăăéăăžă
čŞĺăăä˝ăĺ ´ă5-3ă§ćąăăžă
5. ćŻăăčăç°ĺ˘ăŽćšă¸
ăăăăăăăăăŽč¨äşăŽä¸ĺżă§ăă
ăçżć ŁăŽč˛ăĄăăăăŻăç°ĺ˘ăŤăăŁăŚéăăžăăăăăŻăăŻăŁăăçłăä¸ăăžăă
ăćŻăăŽăăäźç¤žă§ăŻă3ă¤ăŽçżć Łăäťçľăżă¨ăăŚćĽĺ¸¸ăŤçľăżčžźăžăăŚăăžăă礞ĺ ăăăĽăĄăłăăŽćĺăĺĺ ąăŽăăŁăłăăŤăăĄăłăżăźĺśĺşŚăăă˘ăăă°ăŠăăłă°ăéąćŹĄăŽ1on1ăăšăăŞăłăăŽćŻăčżăăăăšăă˘ăźăă ďźé厳ăŽăă¨ăŤăĺĺ ă¨ĺçşé˛ć˘ăćŻăčżăäźďźă
ăăăăŚăăăăăŻăŠăăă誰ăăŽćéă§ĺăŁăŚăăžăă蟪čŞäźăŻćĽĺćéă使ăăžăăăăă˘ăăă°ăŠăăłă°ăŻĺ 蟊ăŽç¨źĺăĺĺć˘ăăžăăéąćŹĄăŽ1on1ăŻăä¸ĺ¸ăŽăŤăŹăłăăźăŤćŻéą30ĺăŽć ăĺťăżăžăăäťçľăżăăăă¨ăăăă¨ăŻăăăŽćéă使ăĺ¤ćăăé¨čŞ˛éˇăŽă¨ăăă§éăŁăŚăăă¨ăăăă¨ă§ăă
ăéăŤăĺśĺşŚăŽĺĺă ăăăăŁăŚćéă確äżăăăŚăăŞăĺ ´ĺă1on1ăŻăäťéąăŻĺżăăăŽă§ćĽéąă§ăăçśăă蟪čŞäźăŻčŞçśćśćť ăăžăăĺĺă§ăŻăŞăăćéă確äżăăăŚăăăăčŚăŚăă ăăă
ăăăăžă§ăŻăç°ĺ˘ăŽčŠąă§ăăăăăăĺ ăăćŻăăčăĺ´ăŤçŤăŁăćšăŽčŠąă§ăă
5-1. ç°ĺ˘ăćŞăă¨ĺăăŁăŚĺ ĽăŁăćšă¸
ăăžăăăăŽćšăŤçłăä¸ăăžăă
ăé˘ćĽă§ăăăăĽăĄăłăăŻăŠă玥çăăŚăăžăăăă¨čăăŚăExcelă§ăăăă¨čżăŁăŚăăăćčĄăăă°ăŻăŞăă1on1ă¨ăăč¨čăä¸ĺşŚăčăăŚăăŞăăăăă§ăăĺ°ĺ ă§ĺăăăăŚăăŽäźç¤žăé¸ăă ă
ăăăŽé¸ćăŻăééăŁăŚăăžăăăăă§ăźăş5-3ă§ă芹ăăăă¨ăăăçć´ťăćăçŤă¤ăă¨ăŻăĺ¤ć蝸ăŽ1ă¤ă§ăŻăŞăĺććĄäťśă§ăăăăăŚă確ăăăăăă§é¸ăă ăŞăăăăăŻčŞĺăŽč¨čă§é¸ăă ă¨ăăăă¨ă§ăă
ăăăŽăăă§ă確ăăăçľćăćŞăăŁăäşşăăăăăăčŞĺăăŠăĺŽăăăăăăć¸ăăžăă
5-2. 厢ĺ 常é§ăŽćšă¸ăć¸ăćŽăăŤăŻăçˇăăăăžă
ăăăĄă°ăĺ ăŤăăăăçłăä¸ăăžăă厢ĺ 常é§ă§ăŻăć¸ăćŽăăŤćŠĺŻăŽçˇăăăăžăă
ă厢ĺ ăŽăłăźăăăăźăăŤĺŽçžŠăćĽĺăŽăă¸ăăŻăé厳ăŽĺ 厚ăăăăăčŞĺăŽăăźăăĺäşşăŽăĄă˘ăăźăŤăŤć¸ăă¨ăć ĺ ąăŽćăĄĺşăăŤăŞăăăžăă礞ĺ¤ăŤĺşăăăŠăăăŽĺăŤăčŞĺăŽăĄă˘ăŤć¸ă掾éă§ăăă§ăŤçˇăăăăžăă
ăă§ăŻăć¸ăćŽăăŞăăŽăăć¸ăăžăăçˇăŽĺźăćšăŻă1ă¤ă§ăă
ăĺşćĺčŠă¨ăćĽĺăŽăă¸ăăŻăăćăăŚăă ăăă
ć¸ăăŚăŻăăăŞăăăŽďźĺŽ˘ĺ ăŽäźç¤žĺăăˇăšăă ĺăć ĺ˝č ĺăăăźăăŤĺăăŤăŠă ĺăçťé˘ĺăćĽĺăŽăŤăźăŤăé厳ăŽĺ ˇä˝çăŞĺ 厚ăăłăźăăăŽăăŽ
ć¸ăăŚăăăăŽďźćčĄçăŤä¸čŹĺăăĺŚăłăăćĽäťăŽćŻčźă§ăżă¤ă ăžăźăłăŽćąăăééăăăăŠă¤ăăŠăŞăŽäťć§ă確ăăăăŤä˝żăŁăăŽăĺĺ ăă大ăăŞăăźăăŤăŤĺŻžăăć¤ç´˘ăé ăăŚăă¤ăłăăăŻăšăŽč¨č¨ăčŚç´ăăăăăăăăŻăăŠăŽçžĺ ´ă§ă辡ăăăă¨ă§ăĺşćăŽć ĺ ąăĺŤăżăžăă
ĺ¤ćăŤčżˇăŁăăăć¸ăăŞăăăăăŚăčŞç¤žăŽä¸éˇăŤčăăŚăă ăăăăĺŚăă ăă¨ăčŞĺăŽăĄă˘ăŤćŽăăăăŽă§ăăăăŠăăžă§ăŞăć¸ăăŚć§ăăžăăăăăăăŽčłŞĺăŻăăžăŁăă夹礟ă§ăŻăăăžăăăăăăăčăăŚăăć°ĺăŻäżĄé źăăăžă
ă4çŤ ăŽćŻăčżăďźă§ăăăă¨ăťčаăžăŁăăă¨ăťćĽéąčŠŚăăă¨ďźăŻăĺşćĺčŠăć¸ăăŞăăă°ăăăŽăžăžĺŽĺ ¨ăŤć¸ăăžăăă ăăăćŻăăčăç°ĺ˘ă§ăăçżć Ł3ă ăăŻĺŽĺ ¨ăŤăżăŞăăăŽćăŽä¸ăŤăăăžăăăăăăĺ§ăăŚăă ăăă
5-3. čŞĺăăăç°ĺ˘ăŤĺăăăă4ă¤ăŽć
ăćŻăăăŞăăŞăăä˝ăăžăăĺă躍ăŽçżć Łă ăă§ăŻăćŻăăŽčăăŻĺăžăăžăăăčŞĺăăĺăćă4ă¤ç˝Žăăžăă
ăć1ďźćĽĺ ąăŽăăŠăźăăăăăčŞĺă§ćĄĺźľăă
ăćĽĺ ąăăăŞăăŞăăăăŽćĽĺ ąă使ăŁăŚăă ăăăĺŽĺăŽĺ ąĺăŽăă¨ăŤăăäťćĽăăăŁăăă¨ăăććĽčăăăăă¨ăăŽ2čĄăčśłăă ăă§ăă誰ăŽč¨ąĺŻăčŚăăžăăăăăăŚăăăŽ2čĄăŻä¸éˇăčŞăżăžăăčŞăžăăăă¨ă§ă質ĺăŽăăŁăăăĺăăăăćĽăăă¨ăăăăžăă
ăć2ďźčŞç¤žăŽĺ 蟊1äşşăŤăéą1ĺă ăçśćłăéă
ăăĄăłăżăźĺśĺşŚăăŞăăŚăăčŞĺă§1äşşćąşăăŚăă ăăăĺ Ľç¤žćăŽç 俎ă§čŠąăăăăăŁăĺ 蟊ăĺăçžĺ ´ăŤăăăă¨ăŽăăĺ 蟊ă誰ă§ăć§ăăžăăă
ăăç˛ăăăžă§ăăäťéąăăăŞăă¨ăăăŁăŚăăăă§čаăžăăžăăăćĽéąăŻăăă芌ăăŚăżăžăăăăć°ăĽăăăă¨ăăăă°ćăăŚăă ăăă
ăčżäşăăŞăăŚăçśăăŚăă ăăăčżäşăŻçŽçă§ăŻăăăžăăăéąăŤä¸ĺşŚăčŞĺăŽçśćłăč¨čăŤăăŚă礞ĺ ăŽčްăăŤĺąăăăă¨ăçŽçă§ăăăăăŚăăăăŚăă3ĺçŽăăăăăčżäşăćĽăžăă
ăć3ďź1on1ăăŞăăŞăăčŞĺăăć1ĺăăăăŤčĄă
ăĺśĺşŚăăŞăăŚăăé źăăžăăĺăĺşăćšă罎ăăžăă
ăâŻâŻăăăćăŤ1ĺă30ĺă ăăćéăăăă ăăŞăă§ăăăăăäťăŽé˛ăżćšăĺăŁăŚăăăă確čŞăăăŚăăă ăăăă¨ćăŁăŚăăžăăăăĄăă§ăăăŽćăŤăăŁăăă¨ă¨čаăžăŁăăă¨ăăžă¨ăăŚćăŁăŚăăăžăă
ăăç¸čŤăăăŚăă ăăăă§ăŻăŞăă確čŞăăăŚăă ăăăăŤăăăŽăăă¤ă§ăăĺč ăŻćź çśă¨ăăŚăăŚćăăăăăăĺžč ăŻçŽçăć確ă§ăăăăç¸ćăŽč˛ ć ăĺ°ăăăă¨ăäźăăăžăăăăăŚăăăĄăăčłćăćăŁăŚăăă¨ćč¨ăăă¨ăéăăăăăŞăăžăă
ăćăăăăăĺĺćăŤ1ĺă§é źăżç´ăăŚăă ăăăăăăéŁăăăă°ăć2ă§çśăăŚăă ăăă
ăć4ďźç¤žĺ¤ăŤă1ă¤ă ăĺ ´ăćă¤
ăăă§ăźăş2-12ă§ă芹ăăă礞ĺ¤ăŽăłăăĽăăăŁă§ăăăă ăăćŁç´ăŤçłăä¸ăăžăă
ă厢ĺ 常é§ăŽ1ĺš´çŽăŤăĺšłćĽăŽĺ¤ăŤĺ埡äźă¸čĄăä˝ĺăŻăăăăŚăćŽăŁăŚăăžăăăĺ°ćšă ă¨ăăăăăéĺŹăĺ°ăŞăăă礞ĺ¤ăłăăĽăăăŁăčŁăŁăŚăăăžăăă§ć¸ăžăăăŽăŻăçĄč˛Źäťťă§ăă
ăă§ăăăăçžĺŽçăŞä¸éă罎ăăžăăăŞăłăŠă¤ăłăŽĺ ´ăŤă1ă¤ă ăĺ ĽăŁăŚăă ăăăčŞĺă使ăŁăŚăăćčĄăŽăłăăĽăăăŁăŽSlackăDiscordăăăăăŻćčĄçłťăŽă¤ăăłăĺçĽăľă¤ăă§ăăŞăłăŠă¤ăłéĺŹăŽăăŽă1ă¤ăçşč¨ăăŞăăŚć§ăăžăăăčŚăŚăăă ăă§ć§ăăžăăă
ăçŽçăŻăčŞĺăŽçžĺ ´ăŽăăćšăăä¸çăŽć¨ćşă ă¨ćăčžźăžăŞăăăă§ăăćŻăăčăç°ĺ˘ă§ăăĄă°ăćăăŽăŻăćčĄă䟸ăłăŞăăă¨ă§ăŻăŞăăăăŽçść ăćŽéă ă¨ćăŁăŚăăžăăă¨ă§ăăćăŤ1ĺăĺ¤ăčŚăăăăă ăă§ăăăŽćăčžźăżăŻé˛ăăžăă
5-4. AIăăźăŤăăćĽĺă§ä˝żăăŞăćšă¸
ăăťăăĽăŞăăŁä¸ăŽççąă§ăćĽĺă§AIăłăźăăŁăłă°ćŻć´ăăźăŤă使ăăŞăăăăăăčˇĺ ´ăŻăçăăăăăžăăăă¨ăăŤĺŽ˘ĺ 常é§ă§ăŻă厢ĺ ăŽčŚĺŽăŤĺžăăă¨ăŤăŞăăžăă
ă6çŤ ă§AIă¨ăŽäťăĺăćšăć¸ăăžăăă使ăăŞăćšăŻă6çŤ ăéŁă°ăăŚć§ăăžăăăăăŽăăă§ă2ă¤ă ăă
ćĽĺă§ä˝żăăŞăăŚăăç§çăŞĺŚçżă§ä˝żăăă¨ăŻăăăăŚă匨ăăăăŚăăžăăďźç¤žĺ čŚĺŽăŻç˘şčŞăăŚăă ăăďźăćĽĺăŽăłăźăăĺ ĽăăăŤăä¸čŹçăŞćčĄăŽčłŞĺăăăăśăăŤăŻăĺŚçżăŽéĺ ˇă¨ăăŚä˝żăăžă
AIă使ăăŞăăă¨ăŻăćčĄč ă¨ăăŚăŽä¸ĺŠă§ăŻăăăžăăăĺ ŹĺźăăăĽăĄăłăăčŞăă§çč§ŁăăĺăŻăAIăăăŁăŚăăŞăăŚăčŚăăžăăăăăăăăŽĺăĺ ăŤč˛ă¤ăŽăŻăéˇăçŽă§čŚăă°ćă§ăŻăăăžăă
6. AIăăźăŤă¨ă3ă¤ăŽçżć Ł
ăAIăłăźăăŁăłă°ćŻć´ăăźăŤďźGitHub CopilotăCursorăClaude CodeăŞăŠďźăćĽĺă§ä˝żăăćšă¸ă3ă¤ăŽçżć ŁăŻăAIă¨ĺ ąĺăăă¨ăăŤăăăăŽăžăžćŠč˝ăăžăă
6-1. ć¸ăćŽăĂAIďźčŞĺăŽč¨čă§ć¸ăç´ă
ăAIăŤčłŞĺăăŚĺžăĺçăăăăŽăžăžč˛źăäťăăŚćŽăăŚăăĺŚăłăŤăŻăŞăăžăăăAIăŽĺçăăčŞĺăŽč¨čă§ć¸ăç´ăăŚăčŞĺăŽăĄă˘ăŤćŽăăŚăă ăăă
ăć¸ăç´ăéç¨ă§ăăćŹĺ˝ăŤçč§ŁăăŚăăăăăčŞĺă§ĺăăăžăăć¸ăç´ăăŞăçŽćăŻăçč§ŁăăŚăăŞăçŽćă§ăăăăăă揥ăŽčłŞĺăŽčľˇçšăŤăăă
ăăăăŻăAIă使ăăŞăćšăŤăăăăŽăžăžä˝żăăžăăćŹăĺ ŹĺźăăăĽăĄăłăăŤĺŻžăăŚăĺăăă¨ăăăă°ăăă ăă§ăă
6-2. 質ĺăăĂAIďź15ĺăŻă1ĺă§ă
ăAIă使ăăčˇĺ ´ă§ăŻă質ĺăŽĺăĺ°ăĺ¤ăăăžăă
ă15ĺăčŞĺă§čăăăăăŽăŞăă§AIăŤăčăăăăă§ăĺşĺŁăčŚăăŞăăă°ăäşşăŤčłŞĺăăă
ă15ĺă2ĺăŤăŞăăăă§ăŻăăăžăăăčŞĺă§čăăćéă¨AIăŤčăćéăĺăăăŚ15ĺăă¨ăăćĺłă§ăăăăăĺăéăăă¨ăăAIăŤ30ĺčăăŚăăäşşăŤç¸čŤăăăă¨ăă形ăŤăŞăăćąăčžźăżăéˇăăŞăăžăă
ăAIăŽĺçăŻăééăŁăŚăăăă¨ăăăăžăăă¨ăăŤă礞ĺ ĺşćăŽćčăćć°ăŽăŠă¤ăăŠăŞăăăăăŞč¨č¨ĺ¤ćăŻăAIăŽĺźąăă¨ăăă§ăăäşşăŤčłŞĺăăă¨ăăŻăăAIăŤăăčăăŚăăčżăŁăŚăăžăăăăăăĄăŽćčă§ćŁăăăčŞäżĄăăăăžăăăă¨ăăăĺăăĺŤăăŚç¸čŤăăŚăă ăăă
6-3. ćŻăčżăĂAIďźé źăăăăŚăăŞăă
ăéąćŹĄăŽćŻăčżăăŤă1čĄčśłăăžăăăäťéąăAIăŽĺçăăčŞĺăŽč¨čă§ć¸ăç´ăăŚăăăăă
ăAIăŻĺźˇĺăŞéĺ ˇă§ăăăć¸ăç´ăćéăçăçśăăă¨ăćčĄč ă¨ăăŚăŽçčăč˛ăĄăžăăă
7. çśăăŞăă¨ăăŽăçŤăŚç´ăćš
ă3ă¤ăŽçżć Łăĺ§ăăŚăăăŚĺ¤ăŞčŠąă§ăăăćŁç´ăŤçłăä¸ăăžăăçżć ŁăŻăçśăăŞăăă¨ăćŽéă§ăă1ĺš´çŽăŽăăĄăŤă3ă¤ăä¸ĺşŚăć˘ăžăăăŤçśăäşşăŻăăťă¨ăăŠăăžăăă
7-1. çśăăŞăăŞăă3ă¤ăŽăăżăźăł
1éąçŽăŤĺŽç§ăçŽćăăćŻćĽéˇćăŽć¸ăćŽăăćŻćĽ30ĺăŽćŻăčżăăăăăŻ1éąéă§çăĺ°˝ăăžă
çśăăŞăăă¨ă§ăčŞĺă貏ăăăč˝ăĄčžźăă¨ă揥ăŽéąăĺăăéăăžă
č¨é˛ăŽĺ ´ćăĺćŁăăăăăŁăăăăĄă˘ă˘ăăŞăć帳ăăăĄăăĄăŤćŁăă°ăă¨ăčŚčżăăŞăăŞăăžă
7-2. çŤăŚç´ăăŽĺ
ăăźăăŤăä¸ăăăéą1ćŹăçśăăŞăăŞăăć1ćŹă§ć§ăăžăăă2-1ăŽă1ćĽ2čĄăăžă§ćťăŁăŚăć§ăăžăăăçśăăŞăăăăăŞăăéăć¸ăăăŚçśăăăťăăăăŻăăăŤäžĄĺ¤ăăăăžă
č¨é˛ĺ ´ćăă1ă¤ăŤéç´ăăăăŠăŽăăźăŤă§ăć§ăăžăăăăăăăŤć¸ăă°ĺż ăĺžă§čŚčżăăăĺ ´ćă1ă¤ćąşăăŚăăăăŤĺŻăă
ć˘ăžăŁăăăăžăĺ§ăăăçżć ŁăŻăć˘ăžăŁăŚăĺéă§ăăžă
ăä¸ĺşŚć˘ăžăŁăŚăăĺéă§ăăăă¨ăăçżć ŁăŽĺźˇăă§ăăĺŽç§ăŤçśăäşşăăăăć˘ăžăŁăŚĺéăăŚăçš°ăčżăäşşăŽăťăăă5ĺš´ĺžăŤăŻé ăăŤčĄăŁăŚăăžăă
7-3. ăăăŚă1ĺš´çŽăŤăăăŞăăŚăăăă¨
ăăšăŚăŽćčĄăčż˝ăăăăăă¨ăçŽăŽĺăŽćĽĺăŽćčĄă桹ăăăťăăă1ĺš´çŽăŤăŻç˘şăăŤçŠăżä¸ăăăžă
ĺćăĺ嚴䝣ă¨ćŻăšăŚçŚăăă¨ăSNSă§čŚăăăŽăŻăăăŽäşşăŽăăŽçŹéăŽĺ§żă§ăăăżăŞăăăçŠăżä¸ăăŚăăčťčˇĄă¨ăŻăćŻăšăăăăăăžăăďźăă§ăźăş2-14ďź
ĺŽç§ă§ăăăă¨ăăăă¨ă1ĺš´çŽăŻă夹ćăăĺŚăśććă§ă
8. ăžă¨ă
ă1ĺš´çŽăŤć¤ăăçżć ŁăŻ3ă¤ă§ăă
ăć¸ăćŽăăăăĄă°ăĺ°ăă形ăŻăäťćĽăăăŁăăă¨1čĄăă¨ăććĽčăăăăă¨1čĄăăć ŁăăăéąăŤ1ćŹăć¸ăćŽăĺ ăăŞăăă°ăčŞĺăŽăĄă˘ă§ć§ăăžăăă
ă質ĺăăă15ĺčăăŚă芌ăăăă¨ă¨čŞĺăŽäťŽčŞŹă桝ăăŚç¸čŤăăăčăăŞăççąăŽĺ¤§ĺăŻć ć ˘ă§ăŻăŞăććă§ăăă ăăăĺćĽăŤć¸ăăăććĽčăăăăă¨1čĄăăćăŁăŚăăŁăŚăă ăăă
ăćŻăčżăăéąăŤ15ĺăă§ăăăă¨ăťčаăžăŁăăă¨ăťćĽéąčŠŚăăă¨ă1on1ăăŞăăŚăăĺşĺŁăŻăăăžăăĺĺš´ĺžăŽčŞĺă¨ăčŠäžĄé˘čŤă§ăă
ăăăăŚăćŻăăčăç°ĺ˘ăŽćšă¸ăçżć ŁăŻčŞĺăŽćăŽä¸ăŤăăăžăăăĺă躍ăŽçżć Łă ăă§ăŻăćŻăăŽčăăŻĺăžăăžăăăćĽĺ ąăŽăăŠăźăăăăčŞĺă§ćĄĺźľăăăčŞç¤žăŽĺ 蟊1äşşăŤéą1ĺă ăçśćłăéăă1on1ăăŞăăŞăć1ĺăăăăŤčĄăăăŞăłăŠă¤ăłăŽĺ ´ăŤ1ă¤ă ăĺ ĽăăăăŽ4ă¤ă§ăďź5-3ďźă
ă厢ĺ 常é§ăŽćšăŻăć¸ăćŽăăŤćŠĺŻăŽçˇăăăăžăăĺşćĺčŠă¨ćĽĺăŽăă¸ăăŻăćăă°ăćčĄçăŤä¸čŹĺăăĺŚăłăŻć¸ăăžăă迡ăŁăăć¸ăăăčŞç¤žăŽä¸éˇăŤčăăŚăă ăăďź5-2ďźă
ă揥ăŽăă§ăźăş6-3ă§ăŻăćéăĺ Ľç¤žç´ĺžăŤćťăăŚăĺ Ľç¤žĺžăćĺăŽ3ăćăăŠăéăăăăă芹ăăăžăă
ă¨ăłă¸ăă˘ăŽĺľăŽăżăŞăăă¸ăă¨ăźăŤ
ăăăŽč¨äşăć¸ăç´ăăççąăăćŁç´ăŤăäźăăăžăă
ă䝼ĺăŽçăŻăćŻăăŽăăç°ĺ˘ăĺćăŤć¸ăăăŚăăžăăă礞ĺ ăăăĽăĄăłăăăăŁăŚăăĄăłăżăźăăăŚăéąćŹĄăŽ1on1ăăăŁăŚăAIăăźăŤă使ăăăčŞăă ĺŚçăăăăăč¨ăăăžăăăăčŞĺăŽäźç¤žăŤăŻ1ă¤ăăŞăăăăăŻćć¨ă§ăŻăŞăăć źĺˇŽăŽć示ăŤčŚăăžăăă¨ăăăŽă¨ăăă§ăăă
ăă§ăăăă5çŤ ăčśłăăžăăăćŻăăăŞăăŞăăä˝ăăžăăăă ăăĺă躍ăŽçżć Łă ăă§ăŻĺăžăăžăăăčŞĺăăĺăăăăćăčŚăăžăă
ă3ă¤ăŽçżć ŁăŻăăŠăăçŽçŤăĄăžăăăć´žćăŞććăŽčŠąăŻăă˛ă¨ă¤ăăăăžăăăă§ăăčĽćăŽč˛ăĄăĺăĺ Ľăăĺ´ă¨ăăŚčŚăŚăăĺŽćă§ăŻă3ĺš´çŽăŤčŞĺăŽäťäşăčŞĺăŽč¨čă§čŞŹćă§ăăäşşăŽĺ¤ăăŻă1ĺš´çŽăŤçŽçŤăăŞăçżć ŁăćăŁăŚăăäşşă§ăă
ăăăăŚăăăŽ3ă¤ăŻăăă§ăźăş2ă§ăżăŞăăăăă§ăŤăăŁăŚăăăă¨ăŽçśăă§ăă3ćĺăŻăă§ăźăş2-4ă§ă寞çăŞç¸čŤăŻăă§ăźăş4-5ă§ăćŻăčżăăŻăă§ăźăş4-1ă§ăăăžăăăć°ăăăă¨ăŻăä˝ăăăăžăăă
ăäťéąăăŞăŤăä¸ă¤ăăäťćĽăăăŁăăă¨1čĄăććĽčăăăăă¨1čĄăăăäťćĽăăć¸ăăŚăżăăćŻăăčăă¨ĺăăŁăŚăăăŞăăčŞç¤žăŽĺ 蟊ă1äşşăĺĺă§ćąşăăŚăăă厢ĺ 常é§ăŤăŞăăăăŞăăčŞç¤žăŽä¸éˇăŤăăĄă˘ăŤăŠăăžă§ć¸ăăŚăăăăăčă質ĺăăç¨ćăăŚăăăăŠăă1ă¤ă§ăćŹč¨äşăŽ1ćŠçŽă§ăă
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