{"id":3295,"date":"2025-06-18T11:01:05","date_gmt":"2025-06-18T03:01:05","guid":{"rendered":"https:\/\/theexchain.com\/decentralized-ai-training-pioneering-the-future-of-collaborative-intelligence\/"},"modified":"2025-06-18T11:01:05","modified_gmt":"2025-06-18T03:01:05","slug":"%ed%98%91%ec%97%85-%ec%a7%80%eb%8a%a5%ec%9d%98-%eb%af%b8%eb%9e%98%eb%a5%bc-%ea%b0%9c%ec%b2%99%ed%95%98%eb%8a%94-%ed%83%88%ec%a4%91%ec%95%99%ed%99%94-ai-%ea%b5%90%ec%9c%a1","status":"publish","type":"post","link":"https:\/\/theexchain.com\/ko\/%ed%98%91%ec%97%85-%ec%a7%80%eb%8a%a5%ec%9d%98-%eb%af%b8%eb%9e%98%eb%a5%bc-%ea%b0%9c%ec%b2%99%ed%95%98%eb%8a%94-%ed%83%88%ec%a4%91%ec%95%99%ed%99%94-ai-%ea%b5%90%ec%9c%a1\/","title":{"rendered":"\ubd84\uc0b0\ud615 AI \uad50\uc721: \ud611\uc5c5 \uc778\ud154\ub9ac\uc804\uc2a4\uc758 \ubbf8\ub798 \uac1c\ucc99\ud558\uae30"},"content":{"rendered":"

\ud0c8\uc911\uc559\ud654 \ud2b8\ub808\uc774\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud68d\uae30\uc801\uc778 \uc601\uc5ed\uc73c\ub85c, \ube14\ub85d\uccb4\uc778 \uc6d0\ub9ac\ub97c \uc778\uacf5\uc9c0\ub2a5 \uc2dc\ub300\ub85c \ud655\uc7a5\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc804 \uc138\uacc4\uc801\uc73c\ub85c \ud611\uc5c5\ud558\ub294 \uc9c0\ub2a5\ud615 \uc0dd\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \uae30\ubc18\uc744 \ub9c8\ub828\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud328\ub7ec\ub2e4\uc784\uc758 \ubcc0\ud654\ub294 \ubaa8\ub378\uc758 \uad81\uadf9\uc801\uc778 \uc5ed\ub7c9\uacfc \uc2e4\uc81c \uc801\uc6a9\uc744 \uacb0\uc815\ud558\ub294 \ubaa8\ub378 \ud6c8\ub828\uc774 \uac00\uc7a5 \ub9ac\uc18c\uc2a4 \uc9d1\uc57d\uc801\uc774\uace0 \uae30\uc220\uc801\uc73c\ub85c \uae4c\ub2e4\ub85c\uc6b4 \ub2e8\uacc4\ub85c \ub0a8\uc544 \uc788\ub294 AI\uc758 \uac00\uce58 \uc0ac\uc2ac\uc5d0\uc11c \uc911\uc694\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4.<\/p>\n

\ud604\uc7ac \ub124 \uac00\uc9c0 \uc8fc\uc694 \uad50\uc721 \uc544\ud0a4\ud14d\ucc98\uac00 \uc774 \ubd84\uc57c\ub97c \uc9c0\ubc30\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n

1. **\uc911\uc559 \uc9d1\uc911\uc2dd \ud2b8\ub808\uc774\ub2dd**: \ub2e8\uc77c \uc8fc\uccb4\uac00 \ub85c\uceec \uace0\uc131\ub2a5 \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \ubaa8\ub4e0 \ud6c8\ub828 \ud504\ub85c\uc138\uc2a4\ub97c \uc218\ud589\ud558\ub294 \uae30\uc874 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \ud6a8\uc728\uc801\uc774\uace0 \uc81c\uc5b4\uac00 \uac00\ub2a5\ud558\uc9c0\ub9cc \ub370\uc774\ud130 \ub3c5\uc810, \ub9ac\uc18c\uc2a4 \uc7a5\ubcbd, \ub2e8\uc77c \uc9c0\uc810 \ucde8\uc57d\uc131\uacfc \uac19\uc740 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud569\ub2c8\ub2e4.<\/p>\n

2. **\ubd84\uc0b0 \ud6c8\ub828**: \uc911\uc559 \uc9d1\uc911\uc2dd \uc81c\uc5b4\ub97c \uc720\uc9c0\ud558\uba74\uc11c \uc5ec\ub7ec \uba38\uc2e0\uc5d0 \uac78\uccd0 \uc791\uc5c5\uc744 \uc138\ubd84\ud654\ud558\ub294 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc8fc\ub958 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130 \ubcd1\ub82c \ucc98\ub9ac, \ubaa8\ub378 \ubcd1\ub82c \ucc98\ub9ac, \ud30c\uc774\ud504\ub77c\uc778 \ubcd1\ub82c \ucc98\ub9ac, \ud150\uc11c \ubcd1\ub82c \ucc98\ub9ac \ub4f1\uc758 \uae30\uc220\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

3. **\ud0c8\uc911\uc559\ud654 \ud6c8\ub828**: \uac1c\ubc29\uc131\uacfc \uac80\uc5f4 \uc800\ud56d\uc131\uc744 \uac15\uc870\ud558\ub294 \uc0c8\ub85c\uc6b4 \uacbd\ub85c\ub85c, \uc2e0\ub8b0\ud560 \uc218 \uc5c6\ub294 \ub178\ub4dc\uac00 \uc911\uc559\uc758 \uc870\uc815 \uc5c6\uc774 \ud611\uc5c5\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc8fc\uc694 \uacfc\uc81c\uc5d0\ub294 \uae30\uae30 \uc774\uc9c8\uc131, \ud1b5\uc2e0 \ubcd1\ubaa9 \ud604\uc0c1, \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc2e4\ud589\uc758 \ubd80\uc871, \uc870\uc815\uc758 \ubcf5\uc7a1\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

4. **\uc5f0\ud569 \ud559\uc2b5**: \ubd84\uc0b0\ud615 \ud559\uc2b5\uc758 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uad6c\uc870\uc640 \ubd84\uc0b0\ud615 \ub370\uc774\ud130\uc758 \uc7a5\uc810\uc744 \uacb0\ud569\ud55c \uacfc\ub3c4\uae30\uc801 \ubaa8\ub378\ub85c, \ud2b9\ud788 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc5d0 \ubbfc\uac10\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n

\ud0c8\uc911\uc559\ud654 \uad50\uc721\uc744 \uac1c\ucc99\ud558\ub294 \uc120\ub3c4\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\uc5d0\ub294 Prime Intellect, Pluralis.ai, Gensyn, Nous Research, Flock.io \ub4f1\uc774 \uc788\uc73c\uba70, \uac01\uac01 \uace0\uc720\ud55c \uae30\uc220\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n

- \ud504\ub77c\uc784 \uc778\ud154\ub9ac\uc804\uc2a4**\ub294 PRIME-RL \ud504\ub808\uc784\uc6cc\ud06c, TOPLOC \uac80\uc99d, SHARDCAST \uac00\uc911\uce58 \uc9d1\uacc4 \ud504\ub85c\ud1a0\ucf5c\uc744 \ud1b5\ud574 \uac80\uc99d \uac00\ub2a5\ud55c \uac15\ud654 \ud559\uc2b5\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.
\n- Pluralis.ai**\ub294 \ud504\ub85c\ud1a0\ucf5c \ud559\uc2b5 \uac1c\ub150\uc744 \ud1b5\ud574 \ube44\ub3d9\uae30 \ubaa8\ub378 \ubcd1\ub82c\ud654\uc640 \uad6c\uc870\uc801 \uc555\ucd95\uc744 \ud0d0\uad6c\ud569\ub2c8\ub2e4.
\n- \uc820\uc2a8**\uc740 RL \uc2a4\uc6dc \uc2dc\uc2a4\ud15c\uacfc \ud559\uc2b5 \uc99d\uba85 \uba54\ucee4\ub2c8\uc998\uc73c\ub85c \ud2b8\ub808\uc774\ub2dd \uc791\uc5c5\uc744 \uc704\ud55c \uac80\uc99d \uac00\ub2a5\ud55c \uc2e4\ud589 \ub808\uc774\uc5b4\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4.
\n- \ub204\uc2a4 \ub9ac\uc11c\uce58**\ub294 \uc2f8\uc774\ucf00 \ub124\ud2b8\uc6cc\ud06c\uc640 DisTrO \uc635\ud2f0\ub9c8\uc774\uc800\ub97c \ud1b5\ud55c \uc778\uc9c0 \uc9c4\ud654\ub97c \uac15\uc870\ud569\ub2c8\ub2e4.
\n- **Flock.io**\ub294 \ube14\ub85d\uccb4\uc778 \uae30\ubc18 \uc870\uc815\uc744 \ud1b5\ud574 \uc5f0\ud569 \ud559\uc2b5\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/p>\n

\ub610\ud55c \uc774 \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uc5d0\ub294 Bagel(zkLoRA \uac80\uc99d), Pond(GNN \ubbf8\uc138 \uc870\uc815), RPS \ub7a9(DeFi \uc560\ud50c\ub9ac\ucf00\uc774\uc158)\uacfc \uac19\uc740 \uc0ac\ud6c4 \uad50\uc721 \uc194\ub8e8\uc158\uc774 \ud3ec\ud568\ub418\uc5b4 \uc778\ud504\ub77c\uc5d0\uc11c \ubc30\ud3ec\uc5d0 \uc774\ub974\ub294 \uc644\uc804\ud55c \uac00\uce58 \uc0ac\uc2ac\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/p>\n

\uc774 \ubd84\uc57c\uac00 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \ubd84\uc0b0\ud615 \ud6c8\ub828\uc740 \uae30\uc220\uc801 \uc7a5\uc560\ubb3c\uacfc \uc5c4\uccad\ub09c \uc7a0\uc7ac\ub825\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uc791\uc5c5 \uc720\ud615\uc5d0 \uc801\ud569\ud55c \uac83\uc740 \uc544\ub2c8\uc9c0\ub9cc, LoRA \ubbf8\uc138 \uc870\uc815, RLHF\/DPO \uc815\ub82c \uc791\uc5c5, \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4 \ud611\uc5c5\uacfc \uac19\uc774 \uac00\ubccd\uace0 \ubcd1\ub82c\ud654\uac00 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \ud2b9\ud788 \uadf8 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ube14\ub85d\uccb4\uc778\uc758 \uc2e0\ub8b0 \uba54\ucee4\ub2c8\uc998\uacfc AI\uc758 \uc5f0\uc0b0 \uc694\uad6c\uc0ac\ud56d\uc758 \uc735\ud569\uc740 \uad81\uadf9\uc801\uc73c\ub85c \uac1c\ubc29\uc801\uc774\uace0 \ud611\ub825\uc801\uc778 \uc778\ud154\ub9ac\uc804\uc2a4 \uac1c\ubc1c\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc744 \ucc3d\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

Decentralized training represents a groundbreaking frontier in artificial intelligence, extending blockchain principles into the AI era while laying the foundation for globally collaborative intelligent production systems. This paradigm shift addresses critical challenges in AI’s value chain, where model training remains the most resource-intensive and technically demanding phase, determining a model’s ultimate capabilities and practical applications. […]<\/p>","protected":false},"author":1,"featured_media":3294,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[35],"tags":[],"class_list":["post-3295","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-market-insight"],"_links":{"self":[{"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/posts\/3295","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/comments?post=3295"}],"version-history":[{"count":0,"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/posts\/3295\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/media\/3294"}],"wp:attachment":[{"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/media?parent=3295"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/categories?post=3295"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/theexchain.com\/ko\/wp-json\/wp\/v2\/tags?post=3295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}