- 新增wiki/复杂性理论与教育问题.md,包含埃德加·莫兰教育理论 - 添加PDF转换版本(最终版/OCR版/重排版等)到raw/教育AI研究/文献库/ - 更新wiki/index.md统计和核心概念表 - 追加wiki/log.md操作记录 - 添加PDF转换处理报告 文档特色: - 七种必要的知识框架 - 复杂性思维在教育中的应用 - 联合国教科文组织委托的重要教育论著 技术处理: - PDF文本提取 + OCR识别(PyMuPDF + Tesseract) - 深度语义分析和结构重排 - 符合Wiki层规范的frontmatter - 建立与复杂性理论和教育AI研究的关系链接
56 KiB
LLM Wiki �亙�
[2026-07-01] ingest | LLM Wiki ��雿喳�頝菜��?
�交�: �典�摰墧���� + LLM-Wiki-v2 ��艙
�滢�:
- �啣�
wiki/LLM-Wiki-��雿喳�頝?md�?�箔��典� 506 憿萄�瘚见��鞟���雿喳�頝菜��梹�reference 憿蛛� - 摰墧��𤑳緵嚗𡁜��函漯敺见�撜啣�撣��74/506 憿菜� raw 撘閧鍂嚗�歇�刻��捶�讛�摰𣬚�嚗㚁�Phase 1 �笔𦶢�冽�摮埈挾 0% �賢𧑐
- �鞟��𥕦之暺�����嚗É[DSpark]]/����È]/[[雿閖鵭撌包]/[[�啣漲�躰�AI�箏�璅∪�嚗劐�銝箏笆�?
- 蝏坔枂 frontmatter/皞舀�/甇��/�暹𦻖�?do-don't 銵?+ 摰峕��芣�皜�� + v2 ��艙�惩�銵?
- �㗇��乩漣�箸��鍦��寡�隡睃�蝥扯楝蝥選�P0 �桀�皞舀� �?P1 瞈�瘣餃�蝟餃㦛 �?P2 �賢𧑐�笔𦶢�冽� �?P3 蝏煺��寡�嚗?
- �湔鰵
wiki/index.md�詨�璁�艙銵?+ 璁�����嚗?05 憿蛛�
瘨匧�憿菟𢒰: 1 銝芣鰵憿菟𢒰嚗? 銝芣凒�圈△�g�index.md嚗?
�喲睸閬��:
- �砍�撘閧鍂蝟餌�"�函鍂�啁��唳䲮餈睲�摰𣬚�"嚗��蝥折妟瞍�宏撌脫𡂝�琿�霂��嚗峕瓲敹�䔮憸䀝��?憒���游末"�峕糓"憒��霈拇凒憭𡁻△�Z噢�?
- �𤑳緵�峕滲皞鞉䲮閮�撟嗅�嚗���?[raw:line] vs home-wiki sources/嚗㚁��啣�摰寧�銝��滩�?
- �祇△隞亥澈雿𨅯�嚗𡁜‵皛?confidence/status/last_reviewed/relations �𥕢葵 Phase 1 摮埈挾
[2026-07-01] ingest | LLM Wiki ��雿喳�頝菜��?
�交�: �典�摰墧���� + LLM-Wiki-v2 ��艙
�滢�:
- �啣�
wiki/LLM-Wiki-��雿喳�頝?md�?�箔��典� 506 憿萄�瘚见��鞟���雿喳�頝菜��梹�reference 憿蛛� - 摰墧��𤑳緵嚗𡁜��函漯敺见�撜啣�撣��74/506 憿菜� raw 撘閧鍂嚗�歇�刻��捶�讛�摰𣬚�嚗㚁�Phase 1 �笔𦶢�冽�摮埈挾 0% �賢𧑐
- �鞟��𥕦之暺�����嚗É[DSpark]]/����È]/[[雿閖鵭撌包]/[[�啣漲�躰�AI�箏�璅∪�嚗劐�銝箏笆�?
- 蝏坔枂 frontmatter/皞舀�/甇��/�暹𦻖�?do-don't 銵?+ 摰峕��芣�皜�� + v2 ��艙�惩�銵?
- �㗇��乩漣�箸��鍦��寡�隡睃�蝥扯楝蝥選�P0 �桀�皞舀� �?P1 瞈�瘣餃�蝟餃㦛 �?P2 �賢𧑐�笔𦶢�冽� �?P3 蝏煺��寡�嚗?
- �湔鰵
wiki/index.md�詨�璁�艙銵?+ 璁�����嚗?05 憿蛛�
瘨匧�憿菟𢒰: 1 銝芣鰵憿菟𢒰嚗? 銝芣凒�圈△�g�index.md嚗?
�喲睸閬��:
- �砍�撘閧鍂蝟餌�"�函鍂�啁��唳䲮餈睲�摰𣬚�"嚗��蝥折妟瞍�宏撌脫𡂝�琿�霂��嚗峕瓲敹�䔮憸䀝��?憒���游末"�峕糓"憒��霈拇凒憭𡁻△�Z噢�?
- �𤑳緵�峕滲皞鞉䲮閮�撟嗅�嚗���?[raw:line] vs home-wiki sources/嚗㚁��啣�摰寧�銝��滩�?
- �祇△隞亥澈雿𨅯�嚗𡁜‵皛?confidence/status/last_reviewed/relations �𥕢葵 Phase 1 摮埈挾
�交�: [[LLM-Wiki-v2��漣���舀䲮獢È] Phase 3嚗�鵭�蠘��塚�
�滢�:
- �啣�
tools/scripts/knowledge-graph.py�?�曉��典�嚗帋� relations �滚遣�整��� JSON����桅曎�滚�餈賣滲嚗Ếaused_by/supports/extends嚗剹������蝝g�qmd + graph �拙�嚗剹��raphviz DOT 撖澆枂 - ��漣
tools/scripts/graph-search.py�?�啣�--use-graph璅∪�嚗諹粉憸��撱?knowledge-graph.json�𣳇���撅𤏪�撖寞��?live-frontmatter 璅∪�嚗? - �啣�
tools/scripts/review-pages.py�?憿菟𢒰霂�恣�剁�Ollama �舐鍂�嗅� LLM 霂凋�摰⊥瓲嚗䔶��舐鍂�園�蝥找蛹�蹱����躰�摰∴�雿𡒊蔭靽∪漲/蝻?source/餈�𧒄/�㰘��瑕��剁�嚗偦��?B-3.3 雿𡒊蔭靽∪漲撱箄悅嚗Ǒ--confidence-low`嚗? - �啣�
tools/data/knowledge-graph.json�?�暹㺭�桀�嚗?04 ���嚗? 颲對� - 憛怠�擐𡝗辺 canonical relation嚗靀[LLM-Wiki-v2]]
supersedesLLM Wiki嚗�䲮獢?L211嚗? - B-3.2 �𤤿㦛�芸𢆡��釣憭滨鍂撌脫�
detect-conflicts.py --auto-callout - 靽格迤
wiki/index.md���擧凒�唳𠯫���06-30 �?07-01嚗?
瘨匧�憿菟𢒰: 0 銝芣鰵憿菟𢒰嚗? 銝芣凒�圈△�g�LLM-Wiki-v2 �?relations嚗𢁾ndex.md �寞𠯫���
�喲睸閬��:
- �暹㺭�桀�敶枏�隞?1 颲對��?relations 摮埈挾��鍂憓鮋�餈�宏嚗�鰵憿菟𢒰隡睃�嚗剹��� relations 憛怠�嚗�㦛�𦦵揣/霂�旿�曇蕭皞航䌊�函��?
- LLM 霂�恣�典��滢誑�蹱��芋撘讛�銵䕘��祆㦤�芾� Ollama嚗㚁�摰㕑��擧����嫣誨��朖�舐鍂霂凋�摰⊥瓲
- 撉諹��朞�嚗䫤knowledge-graph.py build/stats/neighbors/export-dot
��review-pages.py --page --json��迤撣?
**Phase �餉�摨?*: P0 �?P1 �?P2 �?P3 ����𡁏𧋦撠曹�嚗丯elations 憓鮋�憛怠� + LLM �𡒊垢敺�𦻖�乩蛹��賒憿對�
[2026-06-30] sync | home-wiki 頝典��峕郊
�交�: D:\TC_UP\home-wiki嚗��瘜券�蝑㗇��?AI��頂蝏毺�霈箝��搻摮行�脲���䰻霂��嚗?
�滢�:
- �𥕦遣
tools/sync/sync_homewiki.py�?�臬��函�頝典��峕郊頧祆揢�𡁏𧋦嚗㇅rontmatter 頧祆揢 + OpenClaw ��扇皜��嚗?- �𥕦遣tools/sync/knowledge-base-sync-plan.md�?摰峕㟲�峕郊�寞���﹝ - �峕郊 concepts/ �?wiki/嚗?1 銝芣�敹菟△嚗?- �峕郊 entities/ �?wiki/嚗? 銝芸�雿㯄△嚗?- �峕郊 syntheses/ �?wiki/嚗? 銝芰遞��𥁒�𠺪�
- �峕郊 raw/articles/ �?raw/homewiki-articles/嚗? 銝?HTML �笔����嚗?- �峕郊 04-Tools/ �?tools/docs/homewiki/嚗? 銝芸極�瑟�獢��
- �湔鰵
wiki/index.md�?�啣�"頝典��峕郊嚗áome-wiki嚗?蝡㰘� - �湔鰵
wiki/log.md�?霈啣��祆活�峕郊�滢�
瘨匧�憿菟𢒰: 14 銝芣鰵 Wiki 憿菟𢒰嚗? 銝?HTML �笔��交�嚗? 銝芸極�瑟�獢? �峕郊��捆皜��:
| 蝐餃� | �圈� | �𡒊� |
|---|---|---|
| 璁�艙憿? | 11 | 瘨𣬚緵��葩�峕����誑蝏�蛹憪卝���頝菔捏��LM-Wiki-v2��arkitdown��▲蝥找犖�煺��滚�����滯�偦鵭撖輻緵鞊∠�蝎曄������摹�嗉秩��控镼?2銝芸�憪见𧂈�𤏸氜��goCentric�唳旿���銝𤾸�頨急惣�賢�撅? |
| 摰硺�憿? | 2 | �剜��硔����拇𧋦皞鞱秩 |
| 蝏澆��亙� | 1 | ���皛典極蝔见之摮行坾摮�嵗�剜��䀝�靚���亙� |
| HTML �笔��交� | 4 | �剜��𣇉��𠉛�����ermes�箄�雿栞��嗚����唳𧋦韐?銝���祆�霂氬�?�滚�1銝? |
| 撌亙���﹝ | 7 | Hermes憭鋫gent�譍���arkitdown�����SL�����LI-MCP-Skill�喟頂蝑? |
頧祆揢閫��:
- Frontmatter:
type/title/created/updated/tags/sources/confidence�?categories/tags/created/source/type - ��倌�惩�: home-wiki Canonical Tags �?�格�隞枏� tags嚗�鉄
wiki��concept��people�滨�嚗?3. �交��澆�:sources: [頝臬�]�?source: "[[��辣�䓞]"(wikilink �澆�) - ��捆皜��: 蝘駁膄 OpenClaw ��扇瘜券���elated 蝡㰘�����擧凒�啗�
- �脩�璉��? 憸��撉諹��惩��齿�隞嗅�蝒? 韐券�撉諹�:
- �?Frontmatter �澆�蝚血��格�隞枏�閫��
- �?OpenClaw ��扇撌脫����LLM-Wiki-v2.md��arkitdown.md 銵亙�皜��嚗?- �?�滚���倌撌脖耨憭㵪��剜��?md嚗?- �?Wikilinks 靽脲���辣�滚��剁�Obsidian �芸𢆡閫��嚗?- �?HTML �笔��交�撌脣�甇亙� raw/homewiki-articles/
蝝W��湔鰵:
- Wiki憿菟𢒰�? 452+ �?466+ (+14)
- �交��? 48 �?49 (+1 home-wiki)
- 璁�艙憿菟𢒰: 179+ �?190+ (+11)
- 摰硺�憿菟𢒰: 27+ �?29+ (+2)
- ���擧凒�? 2026-06-30 (home-wiki 頝典��峕郊)
**�芸𢆡�硋極�?*:
tools/sync/sync_homewiki.py�?�舀��賭誘:concepts��entities��syntheses��raw��all- �𡒊賒摰𡁏��峕郊�舐凒�亥�銵?
python tools/sync/sync_homewiki.py all
[2026-06-30] ingest | �飇eepSeek摮虫��游�
�交�: raw/�飇eepSeek摮虫��游� �?敺𦯀�敶𤏪�敺桐縑�砌��瘀�2026-06-29
�滢�:
- �𥕦遣
wiki/����?md- �詨�璁�艙憿菟𢒰嚗���怠�甇交�雿𣈯�餉�����典㦤�胯��器�峕辺隞?- �𥕦遣wiki/DSpark.md- ���臬極�琿△�g�DeepSeek �函��𣳇�毺頂蝏��靘?- �湔鰵wiki/index.md- 瘛餃��?�詨�璁�艙"�?撌亙�"蝡㰘�嚗峕凒�啁�霈⊥��?- �湔鰵wiki/log.md- 霈啣��祆活 ingest �滢�
瘨匧�憿菟𢒰: 2 銝芣鰵 Wiki 憿菟𢒰嚗? 銝?raw �交�
�喲睸閬��:
- **�詨�瘣𧼮�**嚗帋��W笆��之�典�鈭屸�劐�嚗�虾�賣覔�砌��舐�����劐�嚗諹�峕糓獢�沲�園�删�����?- **������甇交�雿?*嚗𡁏�撉𣬚𡠺蝡𧢲�?�?�寥�撘���箏� �?靽萘���撠𤩺𦻖�?�?�亙��亙藁�鞉𧋦
- **DSpark 獢�����**嚗?.2%-1.3% �亙藁�鞉𧋦嚗峕揢�?16%-30% �亙��踹漲�𣂼��?60%-85% �函��笔漲�𣂼�
- **銝𤾸�瘝餅�/璅∪��𣇉��箏�**嚗𡁜�瘝餅�閫��"銝�銝芷䔮憸睃云憭?嚗��韐冽㦤�塚�嚗峕芋�堒�閫��"銝�銝芰頂蝏笔云憭齿�"嚗��銝����舀�嚗㚁������圾�?憭帋葵�格��贝絲�乩��?嚗��韐冽㦤�塚�
- 銝匧之摨𠉛鍂�箸艶嚗朞恕�交䲮瘜𤏪�蝟餌�摰�� vs 銵�𢆡鈭支�嚗剹���蝏�挽霈∴���� vs �菜暑�改���葵鈭箏�蝑吔�摰匧� vs �鞾鵭嚗?- 銝厩�憭望��∩辣嚗𡁜�蝟餌�銝滨𡠺蝡页�憒��憪颱葉��縑隞餃��芰眏嚗剹��𦻖����祈�擃塩��蘨�劐�蝘齿㦤�嗅虾�?- **�詨��滢��桅�**嚗朞�銝支葵�格��舐���銁鈭垍㮾�W內嚗諹��臭�����嗆�摰�賑��銁鈭��韏瘀�
�啣�Wiki憿菟𢒰:
- [[����È] �?��圾獢�沲�園�删�����伐�霈拐��𣬚𤌍����啣��芰𡠺蝡见�蝟餌����萘輕璅∪�
- DSpark �?DeepSeek 憭扳芋�𧢲綫����毺頂蝏���朞�撠��笔漲�諹�韐舀�扳�����祉�摮鞟頂蝏笔��?60%-85% �函��笔漲�𣂼�
蝝W��湔鰵:
- Wiki憿菟𢒰�? 450+ �?452+ (+2)
- �交��? 47 �?48 (+1)
- 璁�艙憿菟𢒰�? 177+ �?179+ (+2)
- 撌亙�憿菟𢒰�? 25+ �?26+ (+1)
- ���擧凒�? 2026-06-30 (�啣�������萘輕璅∪�)
[2026-05-23] ingest | �拙𦶢嚗屸仪�踝��啣��航��抵���𦶢嚗?瘥𥕢�25
�交�: 撣血�摰X�隡?5嚗��鈭擧��厰�蝭��𠹺葉�賜冗隡𡁜��嗥漣����僐�衤蛹雿閙糓�拙𦶢�嗘���抅�? �滢�:
- �𥕦遣
wiki/�拙𦶢嚗��摨閙糓閬�仪靚���?md- 瘥𥕢�25 ����△�?- �湔鰵wiki/index.md- 瘛餃��?��蟮���?蝡㰘�
瘨匧�憿菟𢒰: 1 銝芣鰵 Wiki 憿菟𢒰嚗? 銝?raw �交�
�喲睸閬��:
- 閫��瘥偦�厰�蝭��摰帋�嚗朞圾�?摰墧�嚗��甇?��䔮憸?- ��僑�𨀣�韏瑚��啣�嚗帋��勗��见��舘䌊�鞟���蟮頧桀�
- �臭�暺𡢅���𡠺蝘�蝑劐犖撖孵�瘞煾䔮憸条�霈斤䰻�脣躹
- "�輸𡢿�𣬚�憭扯情"嚗𡁜𥣞�舀錇蝑碶��舫�霂舐�嚗䔶�摰𡁏糓憭找�镼輻�銝滩�
- �坔�蝒�聦嚗𡁻櫊撅勗�銋苷葵���瘞𤏸��兩��𦠜��剜坾繚�踵��𦥑��賣��帋�憭批�霈?- �詨�瘣𧼮�嚗𡁏��仿𠗕�婙�𥪯�瘞烐��拙𦶢�圈𧫴蝥折仪�賜��芣��寥�?
[2026-05-23] rewrite | 瘥𥕢�蝟餃�瘛勗漲�滚�
�滢�: 撠?6 銝芣�隡?wiki 憿菟𢒰隞?stub �䁅�瘛勗漲�滚�銝?LLM Wiki �����楛摨衣�霂? �滚�霂行�:
| 憿菟𢒰 | �笔�銵峕㺭 | �滚��舘��? | �詨��睃� |
|---|---|---|---|
| �堒蔽��”�唳���虾�? | 55 | ~190 | 5 �嗘����?0+ callout��犖�拙�蝟餃㦛�?0+ 皞舀���釣 |
| �望�隡𡁜�鈭訫�撅勗��? | 59 | ~170 | 6 �嗘�������踹極�𠉛�頝舐瑪����㛖鸌憪娍��扼�?5+ 皞舀���釣 |
| 鈭訫�撅曹���犖敹��撘? | 61 | ~170 | 7 �嗘�����𤣰�滩���������控�啁�蝏𤘪����瘚拙��塩��鰵蝷曆�獢�沲�?0+ callout |
| �坔���遣�𥟇�肽楝 | 58 | ~180 | 6 �嗘�������嗉絲銋匧仃韐乓���皝暹㺿蝻硔���銝箏��争��𡁏��交𧖣�?5+ callout |
| 蝏�����撌? | 60 | ~180 | 5 �嗘������曌栞��押��恕�亙榆���銝芸�甇扼����萄�蝏�楛�?5+ callout |
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wiki/霂颱髡蝚磰扇隡睃�閫��.md- 撠?categories隞?[[Clippings]]�嫣蛹[[霂颱髡蝚磰扇]] - �湔鰵
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Templates/Clipping Template.md- �峕郊�湔鰵 frontmatter 閫�� - �湔鰵
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clippings��倌嚗䔶��?reading��倌 - 瘛餃�韐券�璉��交��訫�撌乩�瘚�遣霈? �啣�蝏蠘恣嚗?- PARA 蝐餃�嚗?8 銝迎��怨粉銋衣�霈堆�
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[2026-05-23] ingest | 霂颱髡蝚磰扇隡睃�閫��
�交�: 霂颱髡蝚磰扇隡睃�閫����[霂颱髡蝚磰扇閫��雿輻鍂蝷箔�]]
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| 1 | ���憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 2 | �臬繿蝳誩之摮再I�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 3 | �𥟇揖憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 4 | �烐‘憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 5 | 皜��憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 6 | �𦯀漪憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 7 | ETH-EPFL�𧼮ㄚ撌亦�AI�躰�憿寧𤌍瘛勗漲�𠉛弦�亙� | �箸� | �?撌脣銁 wiki 銝? |
| 8 | 銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞��𠉛弦�亙� | 璁�艙 | �?撌脣銁 wiki 銝? |
| 9 | �坔郎憭扳芋�见�撅閧𠶖�菜楛摨衣�蝛嗆𥁒�?20260415 | 璁�艙 | �?撌脣銁 wiki 銝? |
| 10 | �躰�AI�輻�撱箄悅�亙� | �亙� | �?撌脣銁 wiki 銝? |
| 11 | �躰�AI�𥕢��砍虬�����蝛嗆𥁒�? | �亙� | �?撌脣銁 wiki 銝? |
| 12 | �坔�AI蝝惩�獢�沲�𠉛弦�亙� | �亙� | �?撌脣銁 wiki 銝? |
| 13 | AIED-2025摮行钟�齿窒霈箸�瘛勗漲閫�粉 | �亙� | �?撌脣銁 wiki 銝? |
| 14 | 蝏澆��冽艶�亙�嚗�洵1-8�剁� | �亙� | �?撌脣銁 wiki 銝? |
| 15 | �躰�AI�𥕢��砍虬�����蝛嗆𥁒�?v2 | �亙� | �?撌脣銁 wiki 銝? |
| 16 | LLM��讃�啣㦛嚗𠄎hi 2026嚗? | 撌亙� | �?撌脣銁 wiki 銝? |
| 17 | ���RCT瘛勗漲閫�粉-Kestin-2025 | �亙� | �?撌脣銁 wiki 銝? |
| 18 | Productive-Failure�𠉛弦蝏潸膩-Sinha-2026 | �亙� | �?撌脣銁 wiki 銝? |
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| 蝐餃� | �圈� | �瑚� |
|---|---|---|
| 璁�艙憿菟𢒰 | 23 | LLM�躰�摨𠉛鍂��惣�質�撖潛頂蝏麄��䌊���摮虫�蝟餌���roductive Failure���摮血之璅∪���TS嚗�惣�質�撖潛頂蝏����䰻霂�征�渡�霈箝��䰻霂�蕭頦芥����潭�摨訫��坔郎瘜𨰻��䌊���摮虫���䰻霂�㦛靚晞��hain-of-Thought��AG����箏笆�扯�撉?RCT)��NESCO�坔�AI�賢�獢�沲 |
| �箸�憿菟𢒰 | 14 | Khan Academy��uolingo��arnegie Learning��LEKS��鈡颲�紡��𣪧���憭扯悖憌𠺶���銝𡁜葬 |
| �亙�憿菟𢒰 | 11 | 瘛勗漲�𠉛弦�亙���錇蝑𡝗𥁒�𨳍�������? |
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- ���唳𠯫敹梹�2026-04-20嚗��雿𢡱CT���撣㇁I蝝惩���roductive Failure蝑?隞賣𥁒�𦠜��吔�
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| 撌亙�憿菟𢒰 | 6 | ALEKS��reamBox Learning��𠹭曌鼦I���銝𡁜葬��hanmigo |
| 璁�艙憿菟𢒰 | 3 | Productive Failure��hanmigo���雿𢡱CT�𠉛弦���雿𡩅I颲�紡RCT�𠉛弦 |
| �餉恣 | 11 | �? |
**�喲睸閬��**嚗?> - Khanmigo: Khan Academy��I撖澆�隞��嚗諹��潭�摨訫�撘訫紡�寞�嚗?.8鈭輻鍂�?> - ALEKS: �箔��亥�蝛粹𡢿��捏��䌊���撟喳蝱嚗�郎銋䭾�����?0%
- DreamBox Learning: K-8�啣郎皜豢��硋像�堆�����𡝗�霂閙��?.5-2撟渡漣
- �暸�AI: 銝剖𤙴擐硋振AI�芷���摮虫�撟喳蝱嚗��撘閙�璅∪�(AI�粹���+�煺犖��郎)
- 雿靝�撣? K12�滨��𣈯�+�箄�摮虫�撟喳蝱嚗䔶瑪蝥抒鍂�瘀��嗆眾憭扳芋�?> - ���RCT�𠉛弦: Nature Scientific Reports�𤏸”����箏笆�扯�撉?霂��AI颲�紡����臭蜓�典郎銋删�2�?> - Productive Failure: �坔郎瘜閧遞餈堆�瘨萇���捏獢�沲�峕𧊋�亥��? �啣�Wiki憿菟𢒰:
- Khanmigo-LLM�躰�摨𠉛鍂 �?Khan Academy�𤩺聢�匧�撘苐I撖澆�
- ALEKS �?�箔��亥�蝛粹𡢿��捏��䌊���霂�摯銝𤾸郎銋惩像�?3. DreamBox Learning �?K-8�啣郎皜豢��𤥁䌊���撟喳蝱
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- [[雿靝�撣孫] �?K12�滨��𣈯�+�箄�摮虫�嚗屸𣂎瘝喳之璅∪�
- ���AI颲�紡RCT�𠉛弦 �?Nature Scientific Reports RCT撉諹�嚗峕�摨娪�d=0.73-1.3
- Productive Failure�𠉛弦蝏潸膩 �?Productive Failure�寞�霈箇遞餈堆���捏獢�沲�峕𧊋�亥��? 蝝W��湔鰵:
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**�喲睸閬��**嚗?> - �啣� 7 銝?Wiki 憿菟𢒰,瘨萇��躰�AI�芷���摮虫�撟喳蝱��𤙴��蜓瘚�漣�?> - �芷���摮虫�蝟餌����舀��笔漲: BKT�蔃KT�䓴LM-KT,���舀�蝏剜�餈?> - �賡�銝餅�撟喳蝱: Knewton(B2B撘閙�)��LEKS(�亥�蝛粹𡢿��捏)��reamBox(皜豢��?
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- �坔郎憭扳芋�? Khanmigo(1.8鈭輻鍂�?, Duolingo(霂剛�摮虫�), Carnegie Learning(ALEKS)
- Productive Failure: �坔郎瘜閧遞餈?��捏獢�沲�峕𧊋�亥��? �啣�Wiki憿菟𢒰:
- Knewton �?B2B�躰����舀�靘𥕦�,�芷���摮虫�撘閙�
[2026-04-21] ingest | 蝚?�寞楛摨衣�蝛嗆𥁒�?鈭𡁏散擃䀹嵗蝏澆�+�賡俈蝘穃之+AI�滚�+�躰��冽�靘?Intelligent-TPACK)
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- �賡俈蝘烐�憭批郎AI�躰�獢��-20260420 �?�賡俈蝘烐�憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�(121銵?
- AI韏贝�霂曉��坔郎瘛勗漲�滚��箏��𠉛弦�亙�-20260420 �?AI韏贝�霂曉��坔郎瘛勗漲�滚��箏��𠉛弦�亙�(431銵?
- �躰��杗I擃䀹��詨�摨𠉛鍂�箸艶獢����掩�𠉛弦�亙�-20260420 �?�躰��杗I擃䀹��詨�獢����掩�𠉛弦�亙�(280銵?
- Intelligent-TPACK獢�沲�渡�-Celik-2026 �?Intelligent-TPACK獢�沲�渡�(186銵?
�滢�:
- 霂餃�撟嗅��?隞賣楛摨衣�蝛嗆𥁒�?�餉恣1496銵?
- �𣂼�鈭𡁏散擃䀹嵗�剖𤙴璅∪�撖寞�: �交𧋦皜鞱�GIGA��畆�璀IDT憭梯揖��噫瘣脫錇蝑硋��啜��葉�賢撩摨𠉛鍂雿�摹�輻��𥟇鰵
- �𣂼��賡俈蝘穃之AI�躰��孵�: �箸��躰���I韏贝���犖�箏��?- �𣂼��躰��?0銝芸��见��冽�靘? 銋嘥之�箸艶��掩
- �𣂼�Intelligent-TPACK獢�沲: ���臬�摰寧䰻霂?TCK)���摮衣��亦䰻霂?PCK)���摮行�憓�䰻霂?- �𥕦遣2銝芣鰵Wiki憿菟𢒰
瘨匧�憿菟𢒰: 2 銝芣鰵憿菟𢒰, 3 銝芣凒�圈△�? �喲睸閬��:
- 鈭𡁏散擃䀹嵗�剖𤙴璅∪�: 撖寞�����𥕦𤙴璅∪�(�交𧋦GIGA/皜鞱���畆�璀IDT/憭梯揖獢��)
- �賡俈蝘穃之: AI�躰��𥕦之�孵�(�箸��躰���I韏贝���犖�箏��脯���撌亙之璅∪�)
- �躰��?0獢��: 銋嘥之�詨�摨𠉛鍂�箸艶,擃条��躰��䭾�52.5%
- Intelligent-TPACK獢�沲: Celik 2026�游�TPACK銝擧��舐䰻霂?�坔郎蝑𣇉裦�亥�獢�沲
�啣�Wiki憿菟𢒰:
- 鈭𡁏散擃䀹嵗AI�躰��剖𤙴璅∪�蝏澆��亙� �?鈭𡁏散擃䀹嵗AI�躰��剖𤙴璅∪�蝏澆�撖寞����
- �躰��杗I擃䀹��詨�獢����掩 �?�躰��?0銝服I擃䀹��詨�獢����掩,銋嘥之�箸艶獢�沲
蝝W��湔鰵:
- Wiki憿菟𢒰�? 298 �?300 (+2)
- �交��? 43 (銝滚�)
- ���擧凒�? 2026-04-21(蝚?�寞楛摨行𥁒�𠰴�����?
�滢�摰峕��園𡢿嚗?026-04-21 銝𧢲活�湔鰵嚗𡁶誧蝏剖����雿蹱楛摨衣�蝛嗆𥁒�?蝥?隞?
[2026-04-21] ingest | 蝚?�寞楛摨衣�蝛嗆𥁒�?���臬抅蝖�)
�交�:
- �坔郎憭扳芋�见�撅閧𠶖�菜楛摨衣�蝛嗆𥁒�?20260415 �?�坔郎憭扳芋�见�撅閧𠶖�菜楛摨衣�蝛嗆𥁒�?747銵?
- LLM�躰�摨𠉛鍂瘛勗漲�𠉛弦�亙�-20260404 �?LLM�躰�摨𠉛鍂瘛勗漲�𠉛弦�亙�(645銵?
- ITS�箄�颲�紡蝟餌�瘛勗漲�𠉛弦�亙�-20260404 �?ITS�箄�颲�紡蝟餌�瘛勗漲�𠉛弦�亙�(820銵?
- �芷���摮虫�蝟餌�瘛勗漲�𠉛弦�亙�-20260404 �?�芷���摮虫�蝟餌�瘛勗漲�𠉛弦�亙�(647銵?
�滢�:
- 霂餃�撟嗅��?隞賣楛摨衣�蝛嗆𥁒�?�餉恣2859銵?
- �𣂼��坔郎憭扳芋�见�����冽㺭�?Khanmigo/Duolingo蝑?
- �𣂼�LLM�躰�摨𠉛鍂����鞟��?Nature HSSC�𡤢�见�撣?
- �𣂼�LLM�躰�摨𠉛鍂���RCT蝎曄&�唳旿(����䓤=0.73-1.3)
- �𣂼�LLM Agents for Education獢�沲(ACL Findings 2025)
- �𣂼�ITS�𥟇芋�埈沲������舀�餈?1970s�䓴LM憓𧼮撩�嗡誨)
- �𣂼��芷���摮虫��亥�餈質葵���?BKT�蔃KT�䓴LM-KT瞍磰�)
- �𣂼�Nature 2025 RCT�芷���摮虫�摰噼��唳旿(����䓤=0.73-1.3)
- �𥕦遣3銝芣鰵Wiki憿菟𢒰
瘨匧�憿菟𢒰: 3 銝芣鰵憿菟𢒰, 0 銝芣凒�圈△�? �喲睸閬��:
- �坔郎憭扳芋�? �函�8+銝餅�鈭批�, Khanmigo(1.8鈭輻鍂�?, Duolingo(霂剛�摮虫�), Carnegie Learning(ALEKS)
- LLM�躰�摨𠉛鍂: Nature HSSC 2026 Meta����曄內ChatGPT敶勗��?�𡤢�?,���雿輻鍂d=0.42,餈�漲靘肽�d=-0.15
- ���RCT: AI颲�紡����䓤=0.73-1.3(憭批����),摮虫�憓䂿��臭蜓�典郎銋?�?�芸����(70%摮衣�<60���)
- ITS���? 蝏誩��𥟇芋�埈沲�?憸��璅∪�+摮衣�璅∪�+�坔郎璅∪�+鈭支��屸𢒰),40撟游�撅訫�蝔?- �芷���摮虫�: �函�撣�㦤51.3鈭踱�2030撟?26.6鈭?CAGR 19.77%),銝剖𤙴��瑪閫�芋
- �亥�餈質葵: BKT(1995)�蔃KT(2015)�䓴LM-KT(2024),���舀�蝏剜�餈?- 銝剔�撌株�: ��捏�箇�撌株�30撟?摰噼��𠉛弦�擧遬撌株�,銝剖𤙴摨𠉛鍂銝箔蜓,蝢𤾸𤙴霈斤䰻蝘穃郎撽勗𢆡
�啣�Wiki憿菟𢒰:
- LLM�躰�摨𠉛鍂瘛勗漲�𠉛弦�亙� �?LLM�躰�摨𠉛鍂蝟餌��抒�蝛?瘨萇����臬������雿𢡱CT��laude Learning Mode��penAI鈭批�蝥?2. ITS�箄�颲�紡蝟餌�瘛勗漲�𠉛弦�亙� �?ITS�穃�������璅∪��嗆���gentic AI摨𠉛鍂��虾閫��AI(XAI)��葉蝢𤾸榆頝嘥��?3. �芷���摮虫�蝟餌�瘛勗漲�𠉛弦�亙� �?�芷���摮虫�銝匧��嗆���䰻霂�蕭頦芣��舀�餈?BKT/DKT/LLM-KT)��𤙴��蜓瘚�像�?Knewton/ALEKS/DreamBox)��葉�賜緵�?�暸�AI/雿靝�撣?摮西�峕�?
蝝W��湔鰵:
- Wiki憿菟𢒰�? 300 �?303 (+3)
- �交��? 43 �?44 (+1)
- ���擧凒�? 2026-04-21(蝚?�寞楛摨行𥁒�𠰴�����?
�滢�摰峕��園𡢿嚗?026-04-21 銝𧢲活�湔鰵嚗𡁶誧蝏剖����雿蹱楛摨衣�蝛嗆𥁒�?蝥?隞?
[2026-04-21] ingest | 蝚?0�寞楛摨衣�蝛嗆𥁒�?摰噼��𠉛弦)
�交�:
- ���RCT瘛勗漲閫�粉-Kestin-2025 �?���憭批郎AI颲�紡RCT�𠉛弦瘛勗漲閫�粉(509銵?
- Productive-Failure�𠉛弦蝏潸膩-Sinha-2026 �?Productive Failure�𠉛弦蝏潸膩-Sinha-2026(340銵?
�滢�:
- 霂餃�撟嗅��?隞賢�霂��蝛嗆𥁒�?�餉恣849銵?
- �𣂼����RCT�𠉛弦霈曇恣(鈭文��𤩺㦤撖寧�霂閖�,194�滚�雿𥟇𧋦蝘𤑳�,�拍�霂曄�)
- �𣂼�AI颲�紡�鞉��唳旿(�擧�敺堒�4.5 vs 3.5,摮虫�憓䂿�28.6%,����䓤=0.73-1.3)
- �𣂼�摮虫��園𡢿���(49���AI蝏?vs 60����批�蝏?���18.3%)
- �𣂼�Productive Failure����鞉㺭�?88憿寧�蝛?8銝芷��?撟喳�����䓤=0.41)
- �𣂼�Productive Failure�喲睸�𤑳緵(85%�𠉛弦�曄內�曇�摮虫�憭梯揖)
- �𣂼�8銝芷��蠘�隡啁��?摮虫��𣂼停/�芣�����?�冽㦤/霈斤䰻韐蠘㭘/蝷曆���貌/摮虫��園𡢿/���舀𦻖�堒漲/摮虫�蝑𣇉裦)
- �𥕦遣1銝芣鰵Wiki憿菟𢒰
瘨匧�憿菟𢒰: 1 銝芣鰵憿菟𢒰, 0 銝芣凒�圈△�? �喲睸閬��:
- ���RCT: 鈭文��𤩺㦤撖寧�霂閖�(AI颲�紡 vs 銝餃𢆡摮虫�),194�滚�雿𥟇𧋦蝘𤑳�
- AI颲�紡�鞉�: �擧�敺堒�4.5 vs 3.5,摮虫�憓䂿�28.6%,����䓤=0.73-1.3(憭批����)
- 摮虫��園𡢿: AI蝏?9��� vs �批�蝏?0���,���18.3%
- �芸����: 70%摮衣�AI蝏?60���,銝餃𢆡摮虫�蝏��20%
- Productive Failure: 88憿寧�蝛嗅����,閬��8銝芷��?- 撟喳�����? d=0.41(撠誩�銝剖����)
- 摮虫�憭梯揖�? 85%�𠉛弦�曄內�曇�摮虫�憭梯揖
- 8銝芷��蠘�隡? 摮虫��𣂼停(d=0.33-0.54),�芣�����?d=0.28-0.47),�冽㦤(d=0.25-0.41),霈斤䰻韐蠘㭘(d=0.22-0.36),蝷曆���貌(d=0.19-0.33),摮虫��園𡢿(d=0.31-0.50),���舀𦻖�堒漲(d=0.35-0.54),摮虫�蝑𣇉裦(d=0.27-0.44)
- Cohen's d霂�摯: d=0.41憭��撠誩�銝剖����颲寧�,隡删�P-F�寞�����厰�
�啣�Wiki憿菟𢒰:
- Productive-Failure�𠉛弦蝏潸膩-Sinha-2026 �?Productive Failure�𠉛弦蝟餌��抒遞餈?瘨萇�88憿孵�����?銝芷��蠘�隡啜���霈箸��嗚��ohen's d����誩��僐��𧊋�亦�蝛嗆䲮�? 蝝W��湔鰵:
- Wiki憿菟𢒰�? 303 �?304 (+1)
- �交��? 44 (�䭾鰵憓?
- ���擧凒�? 2026-04-21(蝚?0�寞楛摨行𥁒�𠰴�����?
�滢�摰峕��園𡢿嚗?026-04-21 銝𧢲活�湔鰵嚗𡁶誧蝏剖����雿蹱楛摨衣�蝛嗆𥁒�?蝥?0隞?
[2026-04-21] ingest | 蝚?1�寞楛摨衣�蝛嗆𥁒�?�坔��寡悌銝擧錇蝑?
�交�:
- �坔�AI蝝惩�獢�沲�𠉛弦�亙�-20260413 �?�坔�AI蝝惩�獢�沲�𠉛弦�亙�(213銵?
- �躰�AI�輻�撱箄悅�亙�-20260413 �?�躰�AI�輻�撱箄悅�亙�(341銵?
�滢�:
- 霂餃�撟嗅��?隞賣�撣�畺霈凋��輻��𠉛弦�亙�(�餉恣554銵?
- �𣂼�UNESCO AI CFT獢�沲(5蝏游漲�3蝥批�=15憿寡��?
- �𣂼�銝剖𤙴�𦠜�撣���𣂼�AI摨𠉛鍂����?6憭批㦤�?6�∠滯蝥?
- �𣂼��𠹺犖撌交惣�?�躰��贝��刻恣�?韏�聢���+�寡悌雿梶頂)
- �𣂼�瘚蹱�����⊥�撣㇁I蝝惩�獢�沲霂閧�
- �𣂼��函��躰�AI�澆�(蝢?銝?�?�?�乩��賢笆瘥?
- �𣂼����航��踹ế�?撠𤩺芋�?DPO/Agentic AI/�游�瘚芣蔭)
- �𣂼�"蝑娍��滚𦛚敹�香"摰𡁜�(Chegg撣��潸�99%)
- �𣂼��輻�撱箄悅獢�沲(�踹�/摮行嵗/隡��/�坔��𥕢葵蝏游漲)
- �𣂼���漣��掩蝞∠�(摮血�/銋匧𦛚�躰�/擃䀝葉/擃䀹�/�峕�)
- �𣂼�摰墧鴌頝舐瑪�?�剜�0-12銝芣�/銝剜�1-3撟?�踵�3-5撟?
- �𣂼�憌𡡞埯蝥Y瑪皜��(5憭折��?5�∠�甇V�憿?
- �𥕦遣2銝芣鰵Wiki憿菟𢒰
瘨匧�憿菟𢒰: 2 銝芣鰵憿菟𢒰, 0 銝芣凒�圈△�? �喲睸閬��:
- UNESCO獢�沲: 5蝏游漲�3蝥批�=15憿寡��?Acquire/Deepen/Create)
- 銝剖𤙴���: 6憭批㦤�?�賢��𣂼�/�坔郎摨𠉛鍂/��捆摰⊥䰻/�唳旿靽脲擪/鈭箸㦤�誩�)+6�∠滯蝥?- 鈭𥪜𤙴�澆�: 蝢𤾸𤙴�𠉛弦撘箝��葉�賢��典撩��畆�賣�餈𥕦仃韐乓��㫲摨血��箸部瘝怒��𠯫�砌誑鈭箔蛹�?- ���航��? 撠𤩺芋�见虾銵?8B颲鄭PT-4o韐券�)��PO/RLHF銝餅���gentic AI��㟲��答瞏?2800+�?500摰?
- 撣�㦤�躰悌: Chegg(蝑娍��滚𦛚)撣��潸�99% vs Duolingo(摮虫�餈��)撣��?158鈭?- �輻�撱箄悅: 皜鞱�撘𤩺綫餈?����𠯫�故IGA)���蝥抒恣�?摮血���銝乒��峕����?����∠滯蝥?�讛�敶X�?�唳旿/隡衣�)
- 摰墧鴌頝舐瑪: �剜�(0-12�?���/霂閧��雴葉�?1-3撟?瘝嗵�/撉諹��㘾鵭�?3-5撟?瘜訫�獢�沲/瘛勗漲�滚�
- 銝劐葵銝滨�撘? AI�䭾𤜯隞��撣?�肽�����������
�啣�Wiki憿菟𢒰:
- �坔�AI蝝惩�獢�沲�𠉛弦�亙� �?UNESCO AI CFT獢�沲(5蝏游漲�3蝥批�)��葉�賬�𦠜�撣���𣂼�AI摨𠉛鍂����卝�?�∠滯蝥踴���瘙毺�霂閧������笆瘥?2. �躰�AI�輻�撱箄悅�亙� �?�箔�蝚?-8�函�蝛嗆��𦦵��輻�撱箄悅獢�沲,瘨萇��踹�/摮行嵗/隡��/�坔��𥕢葵蝏游漲���蝥批�蝐餌恣������質楝蝥踹㦛(�剜�/銝剜�/�踵�)����拍滯蝥? 蝝W��湔鰵:
- Wiki憿菟𢒰�? 304 �?306 (+2)
- �交��? 44 (�䭾鰵憓?
- ���擧凒�? 2026-04-21(蝚?1�寞楛摨行𥁒�𠰴�����?
�滢�摰峕��園𡢿嚗?026-04-21 銝𧢲活�湔鰵嚗𡁶誧蝏剖����雿蹱楛摨衣�蝛嗆𥁒�?蝥?隞?
[2026-04-21] ingest | 蝚?2�寞楛摨衣�蝛嗆𥁒�?摨𠉛鍂璅∪�銝擧��?銝剔�憿嗅�擃䀹嵗撖寞�+�剖之憿嗅�擃䀹嵗憿寧𤌍)
�交�:
- 銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞��𠉛弦�亙�-20260416.md �?銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞��𠉛弦�亙�(466銵?
- 皜��憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260416.md �?皜��憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�(341銵?
- 擃条��躰�AI銝㯄★�𠉛弦�亙�-20260408.md �?擃条��躰�AI銝㯄★�𠉛弦�亙�(362銵?
- �烐‘憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260416.md �?�烐‘憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�(362銵?
- ETH-EPFL�𧼮ㄚ撌亦�AI�躰�憿寧𤌍瘛勗漲�𠉛弦�亙�-20260416.md �?ETH-EPFL�𧼮ㄚ撌亦�AI�躰�憿寧𤌍瘛勗漲�𠉛弦�亙�(154銵?
- �𦯀漪憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260416.md �?�𦯀漪憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�(366銵?
- �𥟇揖AI�賢�銝剖�瘛勗漲閫��-20260415.md �?�𥟇揖AI�賢�銝剖�瘛勗漲閫��(362銵?
- �𥟇揖憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260415.md �?�𥟇揖憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�(508銵?
- �臬繿蝳誩之摮再I�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260414.md �?�臬繿蝳誩之摮再I�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�(240銵?
�滢�:
- 霂餃�撟嗅��?隞賣楛摨衣�蝛嗆𥁒�?�餉恣3049銵?
- �𣂼�銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞�璅∪�(蝢𤾸𤙴�𠉛弦撽勗𢆡vs銝剖𤙴摨𠉛鍂撽勗𢆡)
- �𣂼�皜��MAIC�杗I摰�擪蝟餌�(92%皛⊥�摨艾�?00%摰峕��?�辧penMAIC撘�皞鞾★�?- �𣂼��函�擃条��躰�AI撣�㦤�唳旿(220鈭輻����1010鈭輻��?86%摮衣�雿輻鍂AI)
- �𣂼��烐‘撖寡��你I��捏(Rupert Wegerif,DEFI,DeepMind���)
- �𣂼�ETH-EPFL�峕嵗�誩�璅∪�(�𡁜ㄚ�孵���漣摮衣��滚�)
- �𣂼��𦯀漪憭批郎5U蝝惩�獢�沲�?S摮行嵗雿梶頂
- �𣂼��𥟇揖AI�賢�銝剖�(�剔掩�冽�蝢支�����脣極雿𡏭���憿寞��?
- �𣂼��𥟇揖銝匧之�舀�(AIEOU�Y瑤��xfordCCAI��I Competency Centre)
- �𣂼��臬繿蝳苐I Tinkery摰噼殿蝛粹𡢿��RAFT頝典郎蝘烐��嗚��I Index Report
- �𥕦遣6銝芣鰵Wiki憿菟𢒰
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- 銝剔�憿嗅�擃䀹嵗撖寞�: US�𠉛弦撽勗𢆡vs銝剖𤙴摨𠉛鍂撽勗𢆡,���隡睃飵銝擧��?- 皜��憭批郎: MAIC�杗I摰�擪(92%皛⊥�摨?��penMAIC撘�皞僐���憭扳𣈲�?霂曄�/撟喳蝱/�寡悌)
- �函�擃条��躰�: AI撣�㦤220鈭踱�1010鈭輻��?5撟媒AGR35.9%),86%摮衣�雿輻鍂AI
- �烐‘憭批郎: 撖寡��你I��捏(���撘苐I)��upert Wegerif DEF獢�沲��eepMind���
- ETH-EPFL: �峕嵗�誩�(ETH隡删�撌亦�+EPFL霈∠��?AI)���憯怠畺�颯��漣摮衣�瘛勗漲�滚�
- �𦯀漪憭批郎: 5U蝝惩�獢�沲(Understanding/Using/Evaluating/Creating/Ethic)�?S摮行嵗雿梶頂(隞𤾸郎�笔��菟�)��BI�𥪜�摰鮋�摰?- �𥟇揖AI�賢�銝剖�: �剔掩�冽�蝢支��滚𦛚(�躰�撌乩��?摮衣�/�𠉛弦�?�輻��嗅��?���臬��𤏸�?鈭找�鈭箏ㄚ)��𣈲���折��蹂誨�批�雿?- �𥟇揖憭批郎: 銝匧之�舀�(�𠉛弦/�躰�/摨𠉛鍂)��IEOU撘��曉之摮行攟蝥賬��xfordCCAI霈∠�銝垾I銝剖���I Competency Centre
- �臬繿蝳誩之摮? AI Tinkery摰噼殿蝛粹𡢿��RAFT頝典郎蝘烐��嗚��I Index Report���霂�摯���靚瑞�����? �啣�Wiki憿菟𢒰:
- 皜��憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� �?皜��憭批郎MAIC�杗I摰�擪蝟餌���penMAIC撘�皞鞾★�柴���憭扳𣈲�曹�蝟?2. ETH-EPFL�𧼮ㄚ撌亦�AI�躰�憿寧𤌍瘛勗漲�𠉛弦�亙� �?�𧼮ㄚ銝文之�娪���極摮阡堺�峕嵗�誩����憯怠畺�颯��漣摮衣��滚�
- �𦯀漪憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� �?5U蝝惩�獢�沲�?S摮行嵗雿梶頂��BI�𥪜�摰鮋�摰?4. �𥟇揖AI�賢�銝剖�瘛勗漲閫�� �?�剔掩�冽�蝢支��滚𦛚����脣極雿𡏭���憿寞��𨰜��𣈲���扯��𥕦遣霈?5. �𥟇揖憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� �?銝匧之�舀�(�𠉛弦/�躰�/摨𠉛鍂)��IEOU�Y瑤��xfordCCAI��I Competency Centre
- �臬繿蝳誩之摮再I�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙� �?AI Tinkery摰噼殿蝛粹𡢿��RAFT頝典郎蝘烐��嗚��I Index Report���靚瑞�����? 蝝W��湔鰵:
- Wiki憿菟𢒰�? 327 �?333 (+6)
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- ���擧凒�? 2026-04-21(蝚?2�寞楛摨行𥁒�𠰴�����?
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[2026-04-21] ingest | �𠰴鐤�訾��氬�钅�摰嗡耨�潛��?
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- �𣂼��牐蛹餈䁅����閫���枂甇餃��毺��詨�靽桃�璁�艙
- �𥕦遣13銝芣鰵Wiki憿菟𢒰
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- ���擧凒�? 2026-04-21(�𠰴鐤�訾��氬�见�����?
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�交�: [[raw/�澆𢙺銋钅𡢿_�舘馬隡珠]
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- 銝寥���� �?銝剖𤙴��號靽桃����隡删�嚗峕�憭渲蕭皞航秐銝��撟游�
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[2026-04-22] ingest | 摰硺�憿菟𢒰憓𧼮撩銝𤾸�撱綽��躰�AI�𠉛弦摰硺�嚗?
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- 憓𧼮撩 Kestin.md嚗𡁏溶�惩��嵇CT�𠉛弦蝏��嚗���䔶�����S2 Pal蝟餌��嗆���瓲敹���𨀣㺭�柴��loom 2��唾�嚗?- 憓𧼮撩 Emma Brunskill.md嚗𡁏溶�牐�撅����㦤�嗚��L��捏獢�沲����典㦤�臬笆瘥𢛵��鱻�衣�摰噼殿憿寧𤌍��憐�����
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- �𥕦遣 Rupert Wegerif.md嚗𡁜�獢亙之摮刑EFI銝颱遙��笆霂脲�你I�躰���捏憟惩抅鈭? 瘨匧�憿菟𢒰: 2 銝芸�撘粹△�g�2 銝芣鰵憿菟𢒰
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�交�: raw/�躰�AI�𠉛弦/ �函𤌍敶蓥漱�㗇�撖?
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| 1 | NUS AICET | �箸� | NUS-AICET-�躰�AI�𠉛弦獢��-20260408 |
| 2 | PhysicsWallah | EdTech�砍虬 | PhysicsWallah-�躰�AI�𠉛弦獢��-20260408 |
| 3 | upGrad | EdTech�砍虬 | upGrad-�躰�AI�𠉛弦獢��-20260408 |
| 4 | Synthesis | EdTech�𥕢� | Synthesis-�躰�AI�𠉛弦獢��-20260413 |
| 5 | SchoolAI | EdTech�𥕢� | SchoolAI-�躰�AI�𠉛弦獢��-20260413 |
| 6 | Topica Edtech Group | EdTech�砍虬 | Topica-Edtech-Group-�躰�AI�𠉛弦獢��-20260408 |
| 7 | AI Samarth銝焾entral Square Foundation | �噼𨯫�拍�蝏? | AI-Samarth-CSF-�躰�AI�𠉛弦獢��-20260408 |
| 8 | Microsoft�躰�AI | 蝘烐�撌典仍 | Microsoft-�躰�AI�𠉛弦獢��-20260404 |
| 9 | Agentic AI�躰�摨𠉛鍂 | 璁�艙 | Agentic-AI�躰�摨𠉛鍂瘛勗漲�𠉛弦�亙�-20260421 |
| 10 | 鈭箏極�箄�+�躰�銵�𢆡霈∪� | �輻� | 擃条��躰�AI銝㯄★�齿窒�穃��亙�-20260421 |
| 11 | Alakh Pandey | 鈭箇� | PhysicsWallah-�躰�AI�𠉛弦獢��-20260408 |
| 12 | [[�曉偏鞊𠺖] | 鈭箇� | 鈭𡁏散擃䀹嵗AI�躰�蝏澆��𠉛弦�亙�-20260421 |
| 13 | Ben Leong | 鈭箇� | NUS-AICET-�躰�AI�𠉛弦獢��-20260408 |
�喲睸閬��:
- 閬���啣漲嚗?嚗剹����𦯀�嚗?嚗剹����踝�2嚗剹����梹�1嚗剹��鰵�惩辺嚗?嚗剹��𤙴���1嚗厩�8摰嗆㦤�?- Agentic AI�躰�摨𠉛鍂隞�”"隞𤾸極�瑕�隡嗘撈"���銝�隞��撘?- 銝剖𤙴"鈭箏極�箄�+�躰�"銵�𢆡霈∪�嚗?026-04-10嚗㗇糓�賢振蝥扳錇蝑𣇉��?- 3雿滢犖�拙��怠銁�啣漲EdTech��𠯫�括I�躰���鰵�惩辺AI�𠉛弦�厩��箄插�?
[2026-04-27] ingest | �躰�AI�𠉛弦鈭峕活�寥�摰硺��𣂼�
�交�: raw/�躰�AI�𠉛弦/嚗�㦤��﹝獢?4銝芥��楛摨行𥁒�?3銝芥��𤙴���颲?銝迎�
�滢�:
- �券𢒰撌株����嚗𡁜笆瘥?raw/�躰�AI�𠉛弦/ �券�皞鞉�隞?vs �唳� 387 銝?wiki 憿菟𢒰
- 霂�� 9 銝芰撩憭勗�雿橒�P0�2, P1�3, P2�4嚗?- �寥��𥕦遣 9 銝芰𡠺蝡?wiki 憿菟𢒰嚗? 摰硺� + 2 撌亙� + 5 璁�艙嚗?- �湔鰵 wiki/index.md 蝝W�嚗?87�?00 憿菟𢒰嚗? 瘨匧�憿菟𢒰: 9 銝芣鰵憿菟𢒰
**�圈△�X��?*:
| # | 憿菟𢒰 | 蝐餃� | 隡睃�蝥? | �交� |
|---|---|---|---|---|
| 1 | [[憟賣𧊋�包] | �箸�摰硺� | P0 | 憟賣𧊋�?�躰�AI�𠉛弦獢��-20260408 |
| 2 | 瘚蹱�憭批郎 | �箸�摰硺� | P0 | 瘚蹱�憭批郎-�躰�AI�𠉛弦獢��-20260408 |
| 3 | 瘚坔之��� | 撌亙� | P1 | 瘚蹱�憭批郎-�躰�AI�𠉛弦獢��-20260408 |
| 4 | [[銋萘�憭扳芋�尜] | 撌亙� | P1 | 憟賣𧊋�?�躰�AI�𠉛弦獢��-20260408 |
| 5 | �𥕢�AI�躰� | 璁�艙 | P1 | 憭帋葵�𥕢��X嵗獢�� |
| 6 | ETEE�笔𦶢�冽�獢�沲 | 璁�艙 | P2 | �躰�AI霂�摯獢�沲�亙� |
| 7 | 摮虫�撌亦� | 璁�艙 | P2 | �躰�AI�𠉛弦�亙� |
| 8 | 銝𨅯�鈭𡁏��毬I�箏�璅∪� | 璁�艙 | P2 | �賡�瘥磰�/銝𨅯�鈭𡁏��毬I�箏�璅∪���� |
| 9 | �啣漲�躰�AI�箏�璅∪� | 璁�艙 | P2 | �賡�瘥磰�/�啣漲�躰�AI�穃�璅∪���� |
�喲睸閬��:
- 憟賣𧊋�伐�銝剖𤙴憭湧�K12�躰�蝘烐�嚗�郎�峕�𨆯I摮虫��箝��athGPT憭扳芋�?- 瘚蹱�憭批郎嚗𡁏�憭批��鬹I撟喳蝱嚗�惣�賣鸌�?摮行����+�亥��曇停嚗?- 銋萘�憭扳芋�页��𡁶��啣郎�函�����脖��典之璅∪�
- �𥕢�AI�躰�嚗𡁻�瘚瑞征銝匧�"銝㮖�+AI"�滚��寥仪雿梶頂
- ETEE獢�沲嚗𡁏䔝蝝T�霂閖��坿�隡售��拙��偦𧫴畾菔�隡唳芋�?- 摮虫�撌亦�嚗𡁏��脣郎+�唳旿蝘穃郎+蝟餌�撌亦���楊摮衣�摰噼殿
- 銝𨅯�鈭?�啣漲�箏�璅∪�嚗𡁜��賢榆撘���穃�頝臬�撖寞�
[2026-04-27] ingest | �躰�AI�𠉛弦銝㗇活�寥�摰硺��𣂼�
�交�: raw/�躰�AI�𠉛弦/瘛勗漲�𠉛弦�亙�/ + raw/�躰�AI�𠉛弦/�賡�瘥磰�/
�滢�:
- 銝㗇活撌株����嚗𡁻��?43 隞賣楛摨衣�蝛嗆𥁒�?+ 7 隞賢𤙴���颲�𥁒�?- �𤑳緵憭批郎憿菟𢒰嚗��鈭砍之摮艾��◢撠娍𧋦憭批郎��𤙴�脩���憭批郎���撠澆之摮佗�撌脣銁�齿鸌�𥕦遣
- 霂�� 6 銝芰�甇�撩憭梁�摰硺�嚗? 撌亙� + 3 �箏�璁�艙 + 1 �坔郎璁�艙 + 1 鈭箇�嚗?- �寥��𥕦遣 6 銝芰𡠺蝡?wiki 憿菟𢒰
- �湔鰵 wiki/index.md 蝝W�嚗?00�?06 憿菟𢒰嚗? 瘨匧�憿菟𢒰: 6 銝芣鰵憿菟𢒰
**�圈△�X��?*:
| # | 憿菟𢒰 | 蝐餃� | �交� |
|---|---|---|---|
| 1 | Cogniti | 撌亙� | �匧側憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260428 |
| 2 | AI韏贝�霂曉��坔郎�滚� | 璁�艙 | AI韏贝�霂曉��坔郎瘛勗漲�滚��箏�銝舘楝敺��蝛嗆𥁒�?20260420 |
| 3 | �仿畆擃䀹嵗AI�躰��箏�璅∪� | �箏��𠉛弦 | �仿畆擃䀹嵗AI�躰�撖寞����-20260422 |
| 4 | 甈扳散�躰�AI�箏�璅∪� | �箏��𠉛弦 | 甈扳散�仿畆�躰�AI�𠉛弦-20260404 |
| 5 | 瞉單散擃䀹嵗AI�躰��箏�璅∪� | �箏��𠉛弦 | 瞉單散擃䀹嵗嚗�◢撠娍𧋦-�匧側嚗㗇��毬I�穃��亙�-20260421 |
| 6 | Danny Liu | 鈭箇� | �匧側憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�-20260428 |
�喲睸閬��:
- Cogniti嚗𡁏�撠澆之摮行��液enAI撟喳蝱嚗?00+�坔�雿輻鍂嚗?00���函��箸����嚗淾FR AI Awards 2025
- AI韏贝�霂曉��坔郎�滚�嚗𡁜�撣�之�W��a�L1-L4�𥕦耦���蝥扳��塚�鋡怠�39甈?- �仿畆璅∪�嚗𡁏𠯫�故IGA皜鞱��刻� vs �拙𤙴KAIST鈭抒�銝�雿?- 甈扳散璅∪�嚗帋憐���銵䕘�SNAI+�𥟇揖AIEOU+ETH-EPFL嚗?- 瞉單散璅∪�嚗朞�����笔�+隡��瘛勗漲���+�坔��𥟇鰵撽勗𢆡
- Danny Liu嚗𡁜郎�臬�銝朞���Cogniti�𥕦�鈭綽�Google Scholar撘閧鍂1723甈?
[2026-04-28] ingest | �𠰴之�賢之瘞㻫�讠洵銝厩�繚�𤑳緵撅梯正 �?Reading Club 霈刻捏霈啣�
�滢�:
- 餈鞱� Reading Club balanced 璅∪�嚗? 頧株悄霈綽�Round 0-7嚗?- ������Summarizer / Critic / Questioner / 鈭箇掩霂餉�?- 蝻𤥁�摰峕㟲霈刻捏霈啣�銝?wiki 憿菟𢒰
瘨匧�憿菟𢒰: 1 銝芣鰵憿菟𢒰
**�圈△�X��?*:
| # | 憿菟𢒰 | 蝐餃� | �交� |
|---|---|---|---|
| 1 | 憭批𤙴憭扳�-�𤑳緵撅梯正-ReadingClub | ��粉霈刻捏 | �𠰴之�賢之瘞㻫�讠洵銝厩�-�𤑳緵撅梯正 |
霈刻捏�詨��𤑳緵:
- 霂餉���韐函�"鈭𥪜�撟渡�撅梯正"�箏�嚗𣬚� 7 頧株悄霈箏��?韐函��鍦�曏��蝖株恕�鍦搻摮西儔�手�蝎曄�蝏笔�"����游憫蝥?- �詨��梯�嚗朞��脫糓�航�蝘餌�蝎曄�韏��嚗?�孵��舀𧒄隞��擐��嚗諹��脫糓�笔𧑐蝏嗵�"
- �喲睸��郁嚗𡁜��𥟇糓�阡�閬�䲮�𡢅�Questioner 霈支蛹��閬��霂餉��恕銝箄��脫糓頞���孵����撅�鸌韐剁�
- �芸��桅�嚗帋�憭拍�撅梯正���澆��𡃏��脩鍂�典𪑛�䕘�
**Wiki 憿菟𢒰�?*: 407嚗?1嚗?
[2026-04-28] lint | Wiki 撣貉�雿𤘪�
**璉��仿★�?*嚗𡁶��整����嗚��迨撗䜘��鱏�整��ndex��&�? 靽桀���捆嚗?
| 憿寧𤌍 | �嗆�? | 霂行� |
|---|---|---|
| index ��&�? | �?撌脖耨憭? | index.md 憿菟𢒰�唳凒�唬蛹 408 |
| 蝛?type 摮埈挾 | �?撌脖耨憭? | 17+ 憿菟𢒰憛怠� type嚗�𧑐�嫖�place嚗䔶犖�抽�entity嚗? |
| 摮文�璉�瘚? | �?摰峕� | �𤑳緵 28 銝芸迨�輸△�? |
| �剝曎璉�瘚? | �𩤃� 摰峕� | 璉�瘚见�憭折��剝曎嚗��銝?Obsidian �寞�撘閧鍂嚗?base, Attachments嚗厰���迤�剝曎 |
**摮文�憿菟𢒰皜��**嚗?8銝芣��亦��暹𦻖嚗㚁�
AI+蝟餌��箸��躰����Birdbrain- `Gitea�拇�撘��鬔
Google Brain銝𥟠eepMindLiveHint AIMeenakshi Mittal- `MIT慦雴�摰鮋�摰亡
obsidian-cli 雿輻鍂蝏誯��躰悌opencode-mem 鈭箸㦤�誩�瘚��Productivity Failure�𠉛弦蝏潸膩ReadingClubRupert WegerifWorkBuddy霈啣�蝟餌�雿輻鍂���銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞�銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞��𠉛弦�亙��偦��X嵗銝㮖�+AI�滚�璅∪��烐‘憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙��𦯀漪撣��憭批郎- `�∪��箸���之摮圳
- `�坔郎�垍��婙��鞉��鍦��典��暹辺����
- `�坔郎憭扳芋�见�撅閧𠶖�菜楛摨衣�蝛嗆𥁒�𢲩
- `�臬繿蝳誩之摮圳
�箄�蝛箏予+鈭文��孵�霈∪�霈舫��毺�- `���繚瘚瑕�繚蝛箏�撌亦�憭批郎AI�躰�����
- `�𤩺㦤撖寧�霂閖�嚗㇌CT嚗头
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撱箄悅嚗𡁜迨�輸△�W�銝粹★�桀��券△�X��圈△�g�撱箄悅瘛餃��詨��亦��暹𦻖�𤥁�隡唳糓�血�獢��? **Wiki 憿菟𢒰�?*: 408
2026-04-28 摮文�憿菟𢒰敶埝﹝
**�滢�蝐餃�**嚗匁int - Orphan Archive嚗�迨�輸△�W�獢��
**憭��**嚗?- 隞?28 銝芸迨�輸△�W�撠穃� 7 銝?- 銝?21 銝芷△�X溶�牐��亦��暹𦻖嚗�� index.md���蝑㗇��毬I銝㯄�嚗?- �拐� 7 銝芸之�𧢲𥁒�𢠃△�W�獢�� wiki/archive/
**敶埝﹝��△�g�7銝迎�**嚗?1. AI+蝟餌��箸��躰����.md
2. Gitea�拇�撘��?md
3. Productivity Failure�𠉛弦蝏潸膩.md
4. WorkBuddy霈啣�蝟餌�雿輻鍂���.md
5. 銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞��𠉛弦�亙�.md
6. �偦��X嵗銝㮖�+AI�滚�璅∪�.md
7. �烐‘憭批郎AI�坔郎憿寧𤌍瘛勗漲�𠉛弦�亙�.md
**�亦��暹𦻖瘛餃�嚗?1銝芷△�g�**嚗?- index.md: ReadingClub, obsidian-cli雿輻鍂蝏誯��躰悌, opencode-mem鈭箸㦤�誩�瘚��, Birdbrain, LiveHint AI, MIT慦雴�摰鮋�摰? �臬繿蝳誩之摮? �∪��箸���之摮? �𦯀漪撣��憭批郎, 擃条��躰�AI銝㯄★�𠉛弦�亙�, 銝剔�憿嗅�擃䀹嵗AI�坔郎撖寞�, �𤩺㦤撖寧�霂閖�, Meenakshi Mittal, Rupert Wegerif, 霈舫��毺�, Google Brain銝𥟠eepMind, Duolingo, Carnegie Learning, �坔郎�垍��婙��鞉��鍦��典��暹辺���? 擃睃𧑐�笔��躰��𠉛�, ���繚瘚瑕�繚蝛箏�撌亦�憭批郎AI�躰����?- 擃条��躰�AI銝㯄�.md: �臬繿蝳誩之摮? MIT慦雴�摰鮋�摰? �∪��箸���之摮? �𦯀漪撣��憭批郎
**Wiki 憿菟𢒰�?*: 401 (敶埝﹝7憿萄�)
[2026-05-25] ingest | 瘥𥕢�蝟餃�摰硺�憿萎�璁�艙憿菜鸌�誩�撱?
�交�: 瘥𥕢�25/28/29/30/31/32 ����△�g�撌脫�deep compilation嚗? �滢�:
- �箔�瘥𥕢�25�𥕦遣12銝芸�雿㯄△ + 5銝芣�敹菟△
- �箔�瘥𥕢�28�𥕦遣13銝芸�雿㯄△
- �箔�瘥𥕢�29-30�𥕦遣8銝芸�雿㯄△
- �箔�瘥𥕢�31-32�𥕦遣11銝芸�雿㯄△ + 2銝芣�敹菟△
- �湔鰵
wiki/index.md��蟮鈭箇�/��蟮璁�艙蝡㰘�
瘨匧�憿菟𢒰: ~49 銝芣鰵摰硺�憿?+ 8 銝芣�敹菟△嚗? 銝芣凒�啁揣撘閖△
�喲睸閬��:
- 雿輻鍂4銝芸僎銵淾gent�寥��𥕦遣嚗峕�銝服gent霂餃�撌脩�霂𤑳�����△�X��碶�摰?- ���匧�雿㯄△�萄儐蝏煺�璅⊥踎嚗餎rontmatter �?銝��亥�摰帋� �?�箸𧋦靽⊥� �?�嗘� �?�詨�鈭箇� �?�交�
- 瘥譍葵鈭见���釣
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