{"id":866,"date":"2023-12-15T17:21:13","date_gmt":"2023-12-15T08:21:13","guid":{"rendered":"https:\/\/skanto.co.kr\/?p=866"},"modified":"2023-12-23T22:29:00","modified_gmt":"2023-12-23T13:29:00","slug":"chatgpt%ea%b0%80-%ed%95%98%eb%8a%94-%ea%b2%83%ec%9d%b4-%eb%ac%b4%ec%97%87%ec%9d%b4%ea%b3%a0-%ec%99%9c-%ec%9d%b4%ea%b2%83%ec%9d%b4-%eb%8f%99%ec%9e%91%ed%95%98%eb%8a%94-%ea%b1%b8%ea%b9%8c","status":"publish","type":"post","link":"https:\/\/skanto.co.kr\/?p=866","title":{"rendered":"ChatGPT\uac00 \ud558\ub294 \uac83\uc774 \ubb34\uc5c7\uc774\uace0&#8230; \uc65c \ub3d9\uc791\ud558\ub294 \uac78\uae4c?"},"content":{"rendered":"\n<p>2022\ub14411\uc6d4 ChatGPT\ub97c \ucc98\uc74c \uc811\ud558\ub358 \ub0a0 \ub0b4\uac00 \ubc1b\uc740 \uc778\uc0c1\uc744 \uc544\uc9c1\ub3c4 \uc0dd\uc0dd\ud558\uac8c \uae30\uc5b5\ud55c\ub2e4. \ud504\ub86c\ud504\ud2b8 \ub4a4\uc5d0\ub294 \uc0ac\ub78c\uc774 \uc9c1\uc811 \uc785\ub825\uc744 \ud558\uace0 \uc788\ub2e4\ub294 \uc6b0\uc2a4\uac8c \uc18c\ub9ac\ub3c4 \uc788\uc5c8\ub2e4. \ub0b4\uac00 \uc9c8\ubb38\ud55c \ub2f5\uc744 \uae30-\uc2b9-\uc804-\uacb0\uc5d0 \ub9de\ucd94\uc5b4 \uad70\ub354\ub354\uae30 \uc5c6\uc774 \uae54\ub054\ud558\uac8c \uc124\uba85\uc744 \ud574\uc8fc\ub2e4\ub2c8&#8230; \uadf8\uac83\ub3c4 \uc624\ub958\uc5c6\uc774.<\/p>\n\n\n\n<p>\uc774\uac8c \uac00\ub2a5\ud558\ub2e8 \ub9d0\uc778\uac00! \ub354\uad6c\ub098 \ud504\ub85c\uadf8\ub798\ubc0d \uad00\ub828 \uc9c8\ubb38\uc5d0 Boilerplate Code\ub97c \uacc1\ub4e4\uc778 \ub2f5\uc744 \ubc49\uc5b4 \ub0b4\ub294 \uac83\uc744 \ubcf4\uba70\uc11c \uc774\uc81c \uc815\ub9d0 \uac1c\ubc1c\uc790\uc758 \uc885\ub9d0\uc744 \ubcf4\uac8c \ub420 \uac83\uc778\uac00\ub780 \uc57d\uac04\uc758 \ub450\ub824\uc6c0\ub3c4 \uc788\uc5c8\uc9c0\ub9cc ChatGPT\uac00 \ub0b4\ubd80\uc5d0\uc11c \uc5b4\ub5a4 \uacfc\uc815\uc744 \uac70\uce58\uae30\uc5d0 \uc774\ub7f0 \ub180\ub77c\uc6b4 \uacb0\uacfc\ub97c \ub9cc\ub4e4\uc5b4\ub0b4\ub294\uc9c0 \uad81\uae08\ud574 \uc9c0\uc9c0 \uc54a\uc744 \uc218\uac00 \uc5c6\uc5c8\ub2e4.<\/p>\n\n\n\n<p>GPT \uc774\uc804\uc758 AI\ub294 \uc8fc\ub85c \uc218\ud559\uc801\uc778 \uc124\uba85\uc744 \ud1a0\ub300\ub85c \ubbf8\ub798\ub97c \ucd94\ub860\ud558\ub294 \uac83\uc774 \ub300\ubd80\ubd84\uc774\uc5c8\ub2e4\uba74 ChatCPT\ub294 \uae30\uc874\uc5d0 \uc5c6\uc5c8\ub358 \ub0b4\uc6a9\uc744 \uc0c8\ub86d\uac8c \ucc3d\uc791\ud55c\ub2e4\ub294 \uc810\uc5d0\uc11c \uadfc\ubcf8\uc801 \uc774\ud574\ubd80\ud130 \ub2e4\ub974\uac8c \uc811\uadfc\ud558\ub294 \uac83\uc774 \ub9de\uc744 \uac83\uc774\ub780 \uc0dd\uac01\uc774 \ub4e4\uc5c8\ub2e4. \uad00\ub828 \uc790\ub8cc\ub97c \ucc3e\uc544 \ubd24\uc9c0\ub9cc \ub098\uc758 \uc9e7\uc740 \uae30\ubc18 \uc9c0\uc2dd\uc73c\ub85c\ub294 \uc774\ud574\ud558\uae30 \uc5b4\ub824\uc6e0\ub2e4. \uadf8\ub7ec\ub358 \uc911 &#8220;<a href=\"https:\/\/writings.stephenwolfram.com\/2023\/02\/what-is-chatgpt-doing-and-why-does-it-work\/\" target=\"_blank\" rel=\"noreferrer noopener\">What Is ChatGPT Doing \u2026 and Why Does It Work?<\/a>&#8220;\uc774\ub780 \uae00\uc744 \ubcf4\uace0 \uace0\uac1c\ub97c \ub044\ub355\uc774\uac8c \ub410\ub2e4. \ub098\uc911\uc5d0\ub77c\ub3c4 \ub2e4\uc2dc \ucc38\uace0\ud560 \uc218 \uc788\ub3c4\ub85d \uc774\ud574\ud55c \ub0b4\uc6a9\uc744 \uc6b0\ub9ac\ub9d0\ub85c \ud480\uc5b4\ubcf4\uace0\uc790 \ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/hero3-chat-exposition.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ub2e8\uc9c0 \ud55c\ubc88\uc5d0 \ud55c \ub2e8\uc5b4\uc529 \ucd94\uac00\ud574 \ub098\uac00\ub294 \uac83\uc774\ub2e4.<\/h2>\n\n\n\n<p>ChatGPT\uc758 \uacb0\uacfc\ubb3c\uc744 \ubcf4\uba74 \uc0ac\ub78c\uc774 \uc791\uc131\ud55c \uac83\ucc98\ub7fc \uadf8 \ud488\uc9c8\uc5d0 \ub180\ub77c\uc6c0\uc744 \uac10\ucd9c \uc218 \uc5c6\ub2e4. \uc5b4\ub5bb\uac8c \ub3d9\uc791\ud558\uae38\ub798 \uc774\uac8c \uac00\ub2a5\ud560\uae4c? \uc774 \ubb38\uc11c\uc758 \ubaa9\uc801\uc740 ChatGPT \ub0b4\ubd80\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ub3d9\uc791\ud558\ub294\uc9c0 \uac1c\uad04\uc801\uc778 \ub0b4\uc6a9\uc744 \uc124\uba85\ud558\ub294 \uac83\uc774\ub2e4. \uadf8\ub7f0\ub2e4\uc74c \uc5b4\ub5bb\uac8c \ud574\uc11c \uc0ac\ub78c\ub4e4\uc774 \ubcf4\uae30\uc5d0 \uadf8\ub7f4\ub4ef\ud558\uba74\uc11c \uc758\ubbf8\uc788\ub294 \ubb38\uc7a5\uc744 \uc798 \ub9cc\ub4e4\uc5b4 \ub0b4\ub294\uc9c0 \uc54c\uc544\ubcf4\uace0\uc790 \ud55c\ub2e4.<\/p>\n\n\n\n<p>\uba3c\uc800 \uc124\uba85\ud574\uc57c \ud560 \uac83\uc73c\ub85c\ub294 ChatGPT\uc758 \uae30\ubcf8 \ub3d9\uc791 \ubc29\uc2dd\uc740 \ud604\uc7ac\uae4c\uc9c0 \uc785\ub825\ubc1b\uc740 \ubb38\uc7a5\uc744 \uadfc\uac04\uc73c\ub85c \ud574\uc11c \uc774\ud6c4 \uadf8\ub7f4\ub4ef\ud55c \uc5f0\uacb0\ubb38(reasonable continuation)\uc744 \ub9cc\ub4e4\uc5b4 \ub0b8\ub2e4\ub294 \uac83\uc774\ub2e4. \uc5ec\uae30\uc11c \uadf8\ub7f4\ub4ef\ud55c(reasonable)\uc740 \uc5b4\ub5a4 \uc0ac\ub78c\uc774 \uc6f9\uc0c1\uc5d0 \uc791\uc131\ub41c \uc218\uc2ed \uc5b5\uac1c\uc758 \ubb38\uc7a5\uc744 \ubcf4\uace0\ub09c \ud6c4 \uc791\uc131\ud560 \ubc95\ud55c \uac83\uc744 \ub9d0\ud55c\ub2e4.<\/p>\n\n\n\n<p>\uc790 \uadf8\ub7fc, &#8220;<em>The best thing about AI is its ability to<\/em>&#8220;\ub77c\ub294 \ubb38\uc7a5\uc774 \uc788\ub2e4\uace0 \ud558\uc790. \uc6f9 \uc0c1\uc5d0\uc11c \uc0ac\ub78c\ub4e4\uc774 \uc791\uc131\ud55c \uc218\uc2ed\uc5b5 \ud398\uc774\uc9c0\ub97c \uc2a4\uce94\ud55c \ub2e4\uc74c \uc774\uc640 \ub3d9\uc77c\ud55c \ubb38\uc7a5\uc744 \ubaa8\ub450 \ucc3e\uc544\ub0b4\uace0 \uadf8 \ub2e4\uc74c\uc73c\ub85c \uc5b4\ub5a4 \ub2e8\uc5b4\uac00 \uc5bc\ub9c8\ub098 \uc790\uc8fc \ub098\ud0c0\ub098\ub294\uc9c0 \ud655\uc778\ud574 \ubcf8\ub2e4\uace0 \ud558\uc790. \ub2e8\uc21c \ubb38\uc790 \ub2e8\uc704\ub85c\ub9cc \ubcf4\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc758\ubbf8\uc801\uc73c\ub85c \ubd80\ud569\ud558\ub294 \ub2e8\uc5b4\ub97c \ucc3e\uc544\ub0b8\ub2e4\ub294 \uac83\uc744 \uc81c\uc678\ud560 \uacbd\uc6b0 ChatGPT\ub294 \uc774\ub7f0 \ud615\ud0dc\uc758 \uc791\uc5c5\uc744 \ub9e4\uc6b0 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud55c\ub2e4. \uadf8\ub7ec\ub098 \ucd5c\uc885 \uacb0\uacfc\ub85c \uc544\ub798\uc640 \uac19\uc774 \ub2e4\uc74c\uc5d0 \uc774\uc5b4\uc9c8 \ub2e8\uc5b4\uc758 \ud655\ub960 \uc21c\uc704 \ub9ac\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud574 \ub0b8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img1.png\" alt=\"\" style=\"width:604px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub208\uc5d0 \ub744\ub294 \uc810\uc73c\ub85c\ub294 ChatGPT\uac00 \uc18c\uc124\uc744 \uc4f0\ub294 \uac83\ucc98\ub7fc \ub3d9\uc791\ud560 \ub54c \uc2e4\uc81c \ub0b4\ubd80\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uae4c\uc9c0 \uc8fc\uc5b4\uc9c4 \ubb38\uc7a5\uc744 \uae30\ubc18\uc73c\ub85c \ub2e4\uc74c\uc5d0 \uc5b4\ub5a4 \ub2e8\uc5b4\uac00 \ub098\uc62c\uae4c? \ub77c\ub294 \uc9c8\ubb38\uc744 \ubc18\ubcf5\ud574\uc11c \uacc4\uc18d \uc218\ud589\ud55c\ub2e4\ub294 \uac83\uc774\ub2e4. \uc774\ub7ec\uba74\uc11c \ub2e8\uc5b4\ub97c \ucd94\uac00\ud574 \ub098\uac04\ub2e4. (\uc880 \ub354 \uc815\ud655\ud558\uac8c \ud45c\ud604\ud558\uc790\uba74 <a href=\"https:\/\/medium.com\/@manav.kumar87\/understanding-tokens-in-chatgpt-32845987858d\">token<\/a>\uc744 \ucd94\uac00\ud574 \ub098\uac00\ub294 \uac83\uc774\ub2e4. token\uc740 \uc5b4\uac04 \uc5b4\ubbf8\ucc98\ub7fc \ud55c \ub2e8\uc5b4\uc5d0\uc11c \uc77c\ubd80\ubd84\uc774 \ub420 \uc218 \uc788\uc73c\uba70 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \uac00\ub054\uc740 \uc0c8\ub85c\uc6b4 \ub2e8\uc5b4\ub97c \ub9cc\ub4e4\uc5b4\ub0b4\uae30\ub3c4 \ud55c\ub2e4.)<\/p>\n\n\n\n<p>\uac01 \ub2e8\uacc4\uc5d0\uc11c \ub2e8\uc5b4\ubcc4 \ub098\ud0c0\ub0a0 \ube48\ub3c4\uc758 \ud655\ub960\uc744 \uc0dd\uc131\ud558\ub294\ub370 \uadf8\ub807\ub2e4\uba74 \uc5b4\ub5a4 \ud655\ub960\uc758 \ub2e8\uc5b4\ub97c \ub2e4\uc74c\uc5d0 \uc791\uc131\ud560 \ub2e8\uc5b4\ub85c \uc120\ud0dd\ud560\uae4c? \uc544\ub9c8\ub3c4 \uac00\uc7a5 \ub192\uc740 \ud655\ub960\uc758 \ub2e8\uc5b4\ub97c \uc120\ud0dd\ud560 \uac83\uc73c\ub85c \uc0dd\uac01\ud560 \uc218 \uc788\ub2e4. \ud558\uc9c0\ub9cc \uc774 \ud655\ub960\uc774 \ub9c8\ubc95\uc801\uc778 \ud604\uc0c1\uc744 \ub9cc\ub4e4\uc5b4 \ub0b8\ub2e4. \uc5b4\ub5a4 \uc774\uc720\uc5d0\uc11c \ub9cc\uc57d \uac00\uc7a5 \ub192\uc740 \ud655\ub960\uc758 \ub2e8\uc5b4\ub97c \ud56d\uc0c1 \uc120\ud0dd\ud558\uac8c \ub41c\ub2e4\uba74 \uc544\ub9c8\ub3c4 \uc544\uc8fc \ud3c9\uc774\ud55c \ubb38\uc7a5\ub4e4\uc774 \ub9cc\ub4e4\uc5b4 \uc9c8 \uac83\uc774\ub2e4. (\uc5b4\ub5a4 \uacbd\uc6b0\uc5d0\ub294 \ub3d9\uc77c\ud55c \ub0b4\uc6a9\uc774 \ubc18\ubcf5\ub420 \uc218\ub3c4 \uc788\ub2e4.) \uadf8\ub7ec\ub098 \uac00\ub054\uc2dd \uc0c1\ub300\uc801\uc73c\ub85c \ub0ae\uc740 \ud655\ub960\uc758 \ub2e8\uc5b4\ub97c \uc120\ud0dd\ud574 \uc8fc\uba74 \uc880 \ub354 \uc7ac\ubbf8\uc788\ub294 \ubb38\uc7a5\uc744 \uacb0\uacfc\ub85c \uc5bb\uc744 \uc218 \uc788\uc744 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\uae30\uc11c \ubb34\uc791\uc704(randomness)\uac00 \uc788\ub2e4\ub294 \uac83\uc740 \ub3d9\uc77c\ud55c \ud504\ub86c\ud504\ud2b8\ub97c \uc5ec\ub7ec \ubc88 \uc0ac\uc6a9\ud558\ub354\ub77c\ub3c4 \ub9e4\ubc88 \ub2e4\ub978 \ud615\ud0dc\uc758 \uacb0\uacfc\uac00 \ub9cc\ub4e4\uc5b4\uc9c4\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud55c\ub2e4. \uc774\ub7f0 \ub9c8\ubc95\uc801\uc778 \ud604\uc0c1\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 &#8220;temperature&#8221;\ub77c \ud2b9\ubcc4\ud55c \ud30c\ub77c\ubbf8\ud130\uac00 \uc0ac\uc6a9\ud55c\ub2e4. \uc774\ub97c \uc774\uc6a9\ud558\uc5ec \uc5b4\ub5a4 \ube48\ub3c4\ub85c \ud655\ub960\uc774 \ub0ae\uc740 \ub2e8\uc5b4\ub97c \uc0ac\uc6a9\ud560\uc9c0 \uacb0\uc815\ud558\uba70 \ubb38\uc7a5\uc744 \uc0dd\uc131\ud560 \ub54c 0.8\uc774 \uac00\uc7a5 \uc801\uc808\ud55c temperature \uac12\uc73c\ub85c \uac04\uc8fc\ub41c\ub2e4. (\uc774\ub860\uc774 \uc788\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc0ac\uc6a9\ud574\ubcf4\ub2c8 \uc774 \uac12\uc774 \uac00\uc7a5 \uc801\uc808\ud558\ub354\ub77c\ub294&#8230;)<\/p>\n\n\n\n<p>\uc774 \uae00\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub294 \uc608\uc81c\ub294 \uc77c\ubc18 PC\uc5d0\uc11c\ub3c4 \ub3d9\uc791\ud558\ub294 ChatGPT 2 \ubaa8\ub378\uc744 \uc774\uc6a9\ud558\uba70 <a href=\"https:\/\/www.wolfram.com\/language\/\">Wolfram Language<\/a>&nbsp;\ub97c \uc0ac\uc6a9\ud574\uc5ec \uc124\uba85\ud55c\ub2e4. \uad73\uc774 \uc774 \uc5b8\uc5b4\ub97c \uc54c\uc544 \ub458 \ud544\uc694\ub294 \uc5c6\ub2e4.<\/p>\n\n\n\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc55e\uc5d0\uc11c \uc124\uba85\ud588\ub358 \ub2e8\uc5b4\ubcc4 \ud655\ub960 \ud14c\uc774\ube14\uc744 \uc5b4\ub5bb\uac8c \ub9cc\ub4dc\ub294\uc9c0 \ubcf4\uc5ec\uc900\ub2e4. \uba3c\uc800, \uc544\ub798\uc640 \uac19\uc774 \ub0b4\ubd80\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \uc5b8\uc5b4\ubaa8\ub378\uc744 \uc9c0\uc815\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img2.png\" alt=\"\" style=\"width:624px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub098\uc911\uc5d0 \uc880 \ub354 \uc790\uc138\ud558\uac8c \uc124\uba85\ud560 \uac83\uc774\uc9c0\ub9cc \uc6b0\uc120\uc740 \uc774 \ubaa8\ub378\uc744 \ube14\ub799\ubc15\uc2a4\ub85c \ub450\uace0 \ud655\ub960\uc774 \ub192\uc740 5\uac1c\uc758 \ub2e8\uc5b4\ub97c \uc9c8\uc758\ud558\uba74 \uc544\ub798\uc640 \uac19\uc740 \uacb0\uacfc\uac00 \ub098\uc628\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img3.png\" alt=\"\" style=\"width:595px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc544\ub798\ub294 \uc774 \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \ud3ec\ub9f7\uc744 \uac16\ucd98 &#8220;dataset&#8221;\ub85c \ubc14\uafbc \uacb0\uacfc\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img4.png\" alt=\"\" style=\"width:458px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub2e4\uc74c\uc740 \ubc18\ubcf5\ud574\uc11c \uc774 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uba74 \uc5b4\ub5a4 \uacb0\uacfc\uac00 \ub098\uc624\ub294\uc9c0 \ubcf4\uc5ec\uc900\ub2e4. \uac01 \ub2e8\uacc4\uc5d0\uc11c \ud655\ub960\uc774 \ub192\uc740 \ub2e8\uc5b4\ub97c \uc120\ud0dd\ud558\uc5ec \ucd94\uac00\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img5.png\" alt=\"\" style=\"width:613px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub354 \uae38\uc5d0 \uc774\uc5b4\uac04\ub2e4\uba74 \uc5b4\ub5a4 \uacb0\uacfc\uac00 \ub9cc\ub4e4\uc5b4\uc9c8\uae4c? \uc774 \uacbd\uc6b0\uc640 \uac19\uc774 &#8220;zero temperature&#8221;\ub97c \uc0ac\uc6a9\ud560 \uacbd\uc6b0 \uacc4\uc18d \uc774\uc5b4\uc9c0\ub294 \ubb38\uc7a5\uc740 \uc624\ud788\ub824 \ud63c\ub780\uc2a4\ub7fd\uace0 \ubc18\ubcf5\ub418\uae30\ub3c4 \ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img6.png\" alt=\"\" style=\"width:661px;height:auto\"\/><\/figure>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uac00\uc7a5 \ub192\uc740 \ud655\ub960\uc758 \ub2e8\uc5b4\ub97c \ud56d\uc0c1 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \ucd5c\uc0c1\uc704 \ud655\ub960\uc774 \uc544\ub2cc \ub2e8\uc5b4\ub97c \ub79c\ub364\ud558\uac8c \uc120\ud0dd\ud558\uba74(\uc5ec\uae30\uc11c random\uc740 temperature 0.8\uc5d0 \ud574\ub2f9) \uc5b4\ub5a8\uac8c \ub420\uae4c? \ub2e4\uc2dc \ubb38\uc7a5\uc744 \ub9cc\ub4e4\uc5b4 \ubcf4\uba74<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img7.png\" alt=\"\" style=\"width:577px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub9e4\ubc88 \uc2dc\ub3c4\ud560 \ub54c\ub9c8\ub2e4 \uc11c\ub85c \ub2e4\ub978 temperature \uac12\uc774 random\ud558\uac8c \uc120\ud0dd\ub418\uba70 \uc544\ub798\uc758 \uc608\uc81c\ucc98\ub7fc \uc0dd\uc131\ub418\ub294 \ubb38\uc7a5\ub3c4 \ub2e4\ub974\uac8c \uc0dd\uc131\ub41c\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img8.png\" alt=\"\" style=\"width:589px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774 \uc608\uc81c\uc5d0\uc11c \ubcf4\ub4ef\uc774 \ud655\ub960\uc740 \uac00\ud30c\ub974\uac8c \ub5a8\uc5b4\uc9c0\uae34 \ud558\uc9c0\ub9cc \uccab\ubc88\uca30\ub85c \uc774\uc5b4\uc9c0\ub294 \ub2e8\uc5b4\uc5d0\ub3c4 \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \ub2e8\uc5b4\uc758 \uc885\ub958\uac00 \ub9ce\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img10.png\" alt=\"\" style=\"width:676px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\uc81c \ubb38\uc7a5\uc744 \uae38\uac8c \uc5b4\uc5b4\uac00\uba74 \uc5b4\ub5bb\uac8c \ub420\uae4c? \uc544\ub798\uc5d0 Random \uc608\uc81c\uc5d0\uc11c \ubcf4\ub4ef\uc774 \uadf8 \uacb0\uacfc\uac00 0-temperature\ubcf4\ub2e4 \uc88b\uc544\ubcf4\uc778\ub2e4. \ud558\uc9c0\ub9cc \uc5ec\uc804\ud788 \ubd80\uc790\uc5f0\uc2a4\ub7f0 \ubd80\ubd84\uc774 \uc77c\ubd80 \uc874\uc7ac\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img11A.png\" alt=\"\" style=\"width:704px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774 \uacb0\uacfc\ub294 \uac00\uc7a5 \ub2e8\uc21c\ud55c GPT-2 \ubaa8\ub378(2019)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub9cc\ub4e4\uc5b4 \uc84c\ub2e4. GPT-3\ubaa8\ub378\uc744 \uc774\uc6a9\ud558\uba74 \uc704\uc758 \uacb0\uacfc\ubcf4\ub2e4 \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \ub9cc\ub4e4\uc5b4 \ub0bc \uac83\uc774\ub2e4. \uc544\ub798\ub294 \ub3d9\uc77c\ud55c \ud504\ub86c\ud504\ud2b8\ub85c GPT-3\ubaa8\ub378\uc744 \uc774\uc6a9\ud558\uc5ec 0 temperature\ub85c \uc0dd\uc131\ud55c \ubb38\uc7a5\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img12.png\" alt=\"\" style=\"width:656px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub2e4\uc74c\uc740 temperature 0.8\ub85c Random\ud558\uac8c \uc0dd\uc131\ud55c \uc608\uc81c\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img13.png\" alt=\"\" style=\"width:675px;height:auto\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\uadf8\ub807\ub2e4\uba74 \ub300\uccb4 \uc774 \ud655\ub960\uc740 \uc5b4\ub514\uc11c \uc624\ub294\uac78\uae4c?<\/h2>\n\n\n\n<p>ChatGPT\ub294 \ud56d\uc0c1 \ud655\ub960\uc5d0 \uae30\ubc18\ud558\uc5ec \ub2e4\uc74c\uc5d0 \uc624\ub294 \ub2e8\uc5b4\ub97c \uc120\ud0dd\ud55c\ub2e4\uace0 \ud588\ub294\ub370 \uadf8\ub7fc \uc774 \ud655\ub960\uc740 \ub370\uccb4 \uc5b4\ub514\uc11c \uc624\ub294 \uac83\uc77c\uae4c? \uc601\uc5b4 \ub2e8\uc5b4\uac00 \uc544\ub2c8\ub77c \ud55c\ubc88\uc5d0 \uc54c\ud30c\ubcb3 \ud558\ub098\uc529 \uc0dd\uc131\ud558\ub294 \uac04\ub2e8\ud55c \uc608\ub97c \uc0dd\uac01\ud574\ubcf4\uc790. \uac01 \ubb38\uc790\ub9c8\ub2e4 \ud655\ub960\uc774 \uc5b4\ub5bb\uac8c \ub418\ub294\uc9c0 \uc54c\uc544 \ub0bc \uc218 \uc788\uc744\uae4c?<\/p>\n\n\n\n<p>\uac00\uc7a5 \uac04\ub2e8\ud558\uac8c \ud574\ubcfc \uc218 \uc788\ub294 \uac83\uc73c\ub85c \uc601\uc5b4 \ub2e8\uc5b4\ub97c \ud558\ub098 \uc120\ud0dd\ud55c \ud6c4 \uc54c\ud30c\ubcb3 \ubb38\uc790\uac00 \ub098\ud0c0\ub098\ub294 \ube48\ub3c4\uc218\ub97c \uacc4\uc0b0\ud574 \ubcf4\ub294 \uac83\uc774\ub2e4. \uadf8\ub7fc \uc608\ub97c \ub4e4\uc5b4 \ub2e4\uc74c\uc740 &#8220;cat&#8221;\uc744 \uc124\uba85\ud558\ub294 \uc704\ud0a4\ud53c\ub514\uc544 \ud398\uc774\uc9c0\uc5d0\uc11c \uac01 \ubb38\uc790 \ube48\ub3c4 \uc218\ub97c \uacc4\uc0b0\ud55c \uac83\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img14-edit.png\" alt=\"\" style=\"width:555px;height:auto\"\/><\/figure>\n\n\n\n<p>\uadf8\ub9ac\uace0 \uc544\ub798\ub294 \ub3d9\uc77c\ud558\uac8c &#8220;dog&#8221;\uc5d0 \ub300\ud55c \uac01 \ubb38\uc790 \ube48\ub3c4 \uc218 \uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img15.png\" alt=\"\" style=\"width:571px;height:auto\"\/><\/figure>\n\n\n\n<p>\uacb0\uacfc\ub294 \ube44\uc2b7\ud558\uc9c0\ub9cc \ub3d9\uc77c\ud558\uc9c0\ub294 \uc54a\ub2e4. (\ub2f9\uc5f0\ud788 o\ub294 dog \ub2e8\uc5b4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\ubbc0\ub85c dog \ubb38\uc11c\uc5d0\uc11c \ube48\ub3c4\uc218\uac00 \ub354 \ub9ce\ub2e4) \ub098\uc544\uac00 \ucda9\ubd84\ud788 \ub9ce\uc740 \uc0d8\ud50c\ub4e4\uc5d0 \ub300\ud574 \uc801\uc6a9\ud574 \ubcf4\uba74 \uc801\uc5b4\ub3c4 \uc544\ub798\uc640 \uac19\uc774 \uc77c\uad00\ub41c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img16.png\" alt=\"\" style=\"width:606px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc704\uc758 \ud655\ub960 \ubd84\ud3ec\ub85c \uc77c\uc815 \uae38\uc774\uc758 \ubb38\uc790\uc5f4\uc744 \uc0dd\uc131\ud558\uba74 \uc544\ub798\uc640 \uac19\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img17.png\" alt=\"\" style=\"width:690px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc0ac\uc774\uc0ac\uc774\uc5d0 \ud2b9\uc815 \ud655\ub960\uc758 \uacf5\ubc31 \ubb38\uc790 \ub123\uc5b4 \ub2e8\uc5b4\ud615\ud0dc\ub85c \uc790\ub974\uba74 \ub2e4\uc74c\uacfc \uac19\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img18.png\" alt=\"\" style=\"width:639px;height:auto\"\/><\/figure>\n\n\n\n<p>\uadf8\ub9ac\uace0 \ub2e8\uc5b4\uc758 \uae38\uc774\ub97c \uc2e4\uc81c \ub2e8\uc5b4\uc758 \uae38\uc774\ucc98\ub7fc \ub9cc\ub4e4\uba74 \uc880 \ub354 \uadf8\ub7f4\ub4ef\ud55c \ub2e8\uc5b4\uac00 \ub9cc\ub4e4\uc5b4 \uc9c4\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img19.png\" alt=\"\" style=\"width:603px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc544\uc9c1 \uc2e4\uc81c \ub2e8\uc5b4\ub97c \ub9cc\ub4e4\uc5b4 \ub0b4\uc9c4 \ubabb\ud588\uc9c0\ub9cc \ubcf4\uae30\uc5d0 \ub354 \uac1c\uc120\ub41c \uac83\ucc98\ub7fc \ubcf4\uc778\ub2e4. \ub354 \uc9c4\ud589\ud574 \ubcf4\ub824\uba74 \uadf8\ub0e5 Random\uc73c\ub85c \uae00\uc790\ub97c \uc120\ud0dd\ud558\ub294 \uac83 \uc774\uc0c1\uc744 \ud574\ubcfc \ud544\uc694\uac00 \uc788\ub2e4. \uc608\ub97c \ub4e4\uba74 &#8220;q&#8221;\uae00\uc790\uac00 \uc788\ub2e4\uba74 \ub2e4\uc74c\uc73c\ub85c \uc62c \uae00\uc790\ub294 &#8220;u&#8221;\uac00 \ub420 \uac00\ub2a5\uc131\uc774 \ub192\ub2e4\ub294 \uac83\uc744 \uc548\ub2e4.<\/p>\n\n\n\n<p>\uc544\ub798\ub294 \uac01 \uae00\uc790\ubcc4 \ub098\ud0c0\ub098\ub294 \ud655\ub960\uc744 \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img20.png\" alt=\"\" style=\"width:524px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub2e4\uc74c\uc740 \ub450 \uae00\uc790 \uc870\ud569(2-grams)\uc744 \ud588\uc744 \ub54c\uc758 \ud655\ub960\uc744 \ubcf4\uc5ec \uc900\ub2e4. \uccab \ubc88\uc9f8 \uae00\uc790\ub294 \uac00\ub85c\ucd95\uc774\uba70 \ub450 \ubc88\uc9f8 \uae00\uc790\ub294 \uc138\ub85c\ucd95\uc73c\ub85c \ud45c\ud604\ud588\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img21.png\" alt=\"\" style=\"width:359px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\ub807\uac8c \ud574\uc11c \ubcf4\uba74 &#8220;q&#8221;\uceec\ub7fc\uc740 &#8220;u&#8221;\ud589\uc744 \uc81c\uc678\ud558\uace0\ub294 \uacf5\ubc31(\ud655\ub960 0)\uc774\ub77c\ub294 \uac83\uc744 \uc54c \uc218 \uc788\ub2e4. \uc790 \uc774\uc81c \ub2e8\uc5b4\ub97c \uc0dd\uc131\ud560 \ub54c \ud55c \uae00\uc790\uc529 \uc0dd\uc131\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc704 \uadf8\ub9bc\uc5d0 \uc788\ub294 2-gram \ud655\ub960\uc744 \uc774\uc6a9\ud558\uc5ec \ud55c\ubc88\uc5d0 \ub450 \uae00\uc790\uc529 \ubcf4\uba74\uc11c \uc0dd\uc131\ud574 \ubcf4\uc790. \ub2e4\uc74c\uc740 \uac04\ub2e8\ud558\uac8c \uc0dd\uc131\ud55c \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc900\ub2e4. \ubcf4\uba74 \uc54c\uaca0\uc9c0\ub9cc \uba87\uba87\uc740 \uc2e4\uc81c \ub2e8\uc5b4\ub97c \ud3ec\ud568\ud558\uace0 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img22.png\" alt=\"\" style=\"width:607px;height:auto\"\/><\/figure>\n\n\n\n<p> \ucda9\ubd84\ud788 \ub9ce\uc740 \ubb38\uc7a5\uc73c\ub85c \uc801\uc6a9\ud574 \ubcf4\uba74 \ud55c\uae00\uc790 \ub610\ub294 \ub450 \uae00\uc790 \ud655\ub960\uc744 \uc774\uc6a9\ud560 \ub54c \ubcf4\ub2e4 \uae34 \ubb38\uc790\uc5f4\uc5d0 \ub300\ud574 \ub354 \ub098\uc740 \uc608\uce21\uce58\ub97c \ub9cc\ub4e4\uc5b4 \ub0bc \uc218 \uc788\ub2e4. \uae38\uc774\uac00 \ub354 \uae34 n-gram\uc758 \ud655\ub960\uc744 \uc801\uc6a9\ud558\uc5ec \uc784\uc758\ub85c \ub2e8\uc5b4\ub97c \uc0dd\uc131\ud574 \ubcf4\uba74 \ud6e8\uc52c \ub354 \ud604\uc2e4\uc801\uc778 \ub2e8\uc5b4\uac00 \ub9cc\ub4e4\uc5b4 \uc9c0\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img23.png\" alt=\"\" style=\"width:675px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\uc81c \uae00\uc790 \ub2e8\uc704\uac00 \uc544\ub2c8\ub77c \ub2e8\uc5b4 \ub2e8\uc704\ub85c \ucc98\ub9ac\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uc790. \uc601\uc5b4\uc5d0\uc11c \uc8fc\ub85c \uc0ac\uc6a9\ud558\ub294 \ub2e8\uc5b4\ub294 \ub300\ub7b5 40,000 \ub2e8\uc5b4 \uc815\ub3c4 \ub41c\ub2e4. \uc601\uc5b4\ub85c \ub41c \uc218 \ubc31\ub9cc \uad8c\uc758 \uac70\ub300\ud55c \ub9d0\ubb49\uce58(Corpus)\ub97c \uc0b4\ud3b4\ubcf4\uba74 \uac01 \ub2e8\uc5b4\ubcc4\ub85c \uc5bc\ub9c8\ub098 \uc790\uc8fc \uc0ac\uc6a9\ub418\ub294\uc9c0 \ucd94\uc815\ud574 \ub0bc \uc218 \uc788\ub2e4. \uc774 \ucd94\uc815\uce58\ub97c \ud65c\uc6a9\ud558\uba74 \ubb38\uc7a5\uc744 \ub9cc\ub4e4\uc5b4 \ub0bc \uc218 \uc788\ub2e4. \uc774\ub54c \ubb38\uc7a5\uc5d0\uc11c\uc758 \uac01 \ub2e8\uc5b4\ub294 \ub9d0\ubb49\uce58\ub85c\ubd80\ud130 \ub3c4\ucd9c\ud55c \ud655\ub960\uc5d0 \uae30\ubc18\ud558\uc5ec \uac01\uac01 \uc784\uc758(random) \uc120\ud0dd\ub418\uc5c8\ub2e4. \uc544\ub798\ub294 \uc774\ub807\uac8c \ub3c4\ucd9c\ub41c \uc0d8\ud50c\uc744 \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img24.png\" alt=\"\" style=\"width:673px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub2f9\uc5f0\ud55c \uc598\uae30\uc9c0\ub9cc \uc774 \ubb38\uc7a5\uc740 \uc5b4\ub5a4 \uc758\ubbf8\ub97c \uac16\uc9c0 \uc54a\ub294\ub2e4. \uadf8\ub807\ub2e4\uba74 \uc5b4\ub5a4 \ubc29\ubc95\uc73c\ub85c \uac1c\uc120\uc2dc\ud0ac \uc218 \uc788\uc744\uae4c? \uc55e\uc5d0\uc11c \ubb38\uc790 \ub2e8\uc704\ub85c \ud588\ub358 \uac83\ucc98\ub7fc \uac01 \ub2e8\uc5b4\ubcc4 \ud655\ub960\uc744 \uace0\ub824\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \ud55c \uc30d\uc758 \ub2e8\uc5b4 \ub610\ub294 \uc774 \ubcf4\ub2e4 \ub354 \uae34 n-gram \uc758 \ub2e8\uc5b4\ubcc4\ub85c \ud655\ub960\uc744 \uba3c\uc800 \uace0\ub824\ud574 \ubcfc \uc218 \uc788\ub2e4. \uc774\uc5b4\uc9c0\ub294 \ud55c \uc30d\uc758 \ub2e8\uc5b4\ub97c \ub300\uc0c1\uc73c\ub85c \uc801\uc6a9 \ud574\ubcf4\uba74 \uc544\ub798\uc640 \uac19\uc774 5\uac1c\uc758 \uc608\uc81c\ub97c \ub9cc\ub4e4\uc5b4 \ub0bc \uc218 \uc788\ub2e4. \ubaa8\ub4e0 \ubb38\uc7a5\uc740 &#8220;cat&#8221;\uc774\ub77c\ub294  \ub2e8\uc5b4\ub85c \uc2dc\uc791\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img25.png\" alt=\"\" style=\"width:545px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\uc81c \ub354\uc6b1 \ub354 \uadf8\ub7f4\ub4ef\ud55c \ubb38\uc7a5\uc73c\ub85c \ubcf4\uc778\ub2e4. \uc774\uc81c \uc774\ub807\uac8c \uc0dd\uac01\ud574 \ubcfc \uc218 \uc788\uc744 \uac83\uc774\ub2e4. \ucda9\ubd84\ud788 \uae34 n-gram\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub2e4\uba74 \ucd08\uae30 \ub2e8\uacc4\uc758 ChatGPT\ub97c \ub9cc\ub4e4\uc5b4 \ub0bc \uc218 \uc788\uc9c0 \uc54a\uc744\uae4c? \uc5b4\ub5a4 \uba74\uc5d0\uc11c \ubcf4\uba74 \uc5d0\uc138\uc774(\uae00)\uc5d0 \ub300\ud55c \uc815\ud655\ud55c \ud655\ub960\uc744 \ud65c\uc6a9\ud558\uba74 \uc5d0\uc138\uc774 \uae38\uc774\uc5d0 \ud574\ub2f9\ud558\ub294 \ub2e8\uc5b4 \uc21c\uc11c(sequence)\ub97c \ub9cc\ub4e4\uc5b4 \ub0b4\ub294 ChatGPT\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc744 \uac83\uc774\ub2e4. \ud558\uc9c0\ub9cc \uc5ec\uae30\uc5d0\ub294 \ubb38\uc81c\uac00 \uc788\ub2e4. \uc774\ub7f0 \ud655\ub960\uc744 \ub9cc\ub4e4\uc5b4 \ub0b4\uae30 \uc704\ud574 \ud544\uc694\ud55c \ucda9\ubd84\ud788 \ub9ce\uc740 \uc591\uc758 \uc601\uc5b4 \ubb38\uc11c\uac00 \uc5c6\ub2e4\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>\uc6f9\uc744 Crawling\ud558\uba74 \uc218 \ucc9c\uc5b5 \uac1c\uc758 \ub2e8\uc5b4\ub97c \uc5bb\uc744 \uc218 \uc788\ub2e4. \uc804\ucc28 \ucd9c\ud310\ub41c \ucc45\uc5d0\uc11c\ub294 \ub610 \ub2e4\ub978  \uc218 \ucc9c\uc5b5 \uac1c\uc758 \ub2e8\uc5b4\ub97c \uc5bb\uc744 \uc218 \uc788\ub2e4. \uadf8\ub7ec\ub098 \uc77c\ubc18\uc801\uc73c\ub85c \ub9ce\uc774 \uc0ac\uc6a9\ud558\ub294 40,000\uac1c\uc758 \ub2e8\uc5b4\ub97c \ud65c\uc6a9\ud560 \uacbd\uc6b0 2-gram\uc73c\ub85c \uc0dd\uc131 \uac00\ub2a5\ud55c \uac2f\uc218\ub294 \uc774\ubbf8 16\uc5b5\uac1c\uc5d0 \ub2ec\ud55c\ub2e4. \uadf8\ub9ac\uace0 3-gram\uc73c\ub85c \uac00\ub2a5\ud55c \uac2f\uc218\ub294 60\uc870 \uac1c\ub098 \ub41c\ub2e4. \ub530\ub77c\uc11c \uc774\ub807\uac8c \uc218\uc9d1\ud55c \ubb38\uc7a5\uc5d0\uc11c \uc774\ub7f0 \ub2e8\uc5b4 \uac1c\uc218\ubcc4\uc5d0 \ub530\ub978 \ud655\ub960\uc744 \ucd94\uc815\ud558\uae30\ub780 \uac70\uc758 \ubd88\uac00\ub2a5\ud558\ub2e4.  20\uac1c \ub2e8\uc5b4\ub85c \uad6c\uc131\ub41c \uc9e7\uc740 \uae00\uc744 \uc0dd\uc131\ud560 \ub54c\uae4c\uc9c0 \uac00\ub2a5\ud55c \uc218\ub294 \uc6b0\uc8fc\uc5d0 \uc788\ub294 \ubd84\uc790\uc758 \uac1c\uc218\ubcf4\ub2e4 \ud06c\ub2e4. \ub530\ub77c\uc11c \uc774\ub807\uac8c \uac00\ub2a5\ud55c \uc870\ud569\uc744 \ubaa8\ub450 \ub9cc\ub4e4\uc5b4 \ub0b8\ub2e4\ub294 \uac83\uc740 \ubd88\uac00\ub2a5\ud558\ub2e4\uace0 \ubcf4\uba74 \ub41c\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub807\ub2e4\uba74 \ubb34\uc5c7\uc73c\ub85c \ud560 \uc218 \uc788\uc744\uae4c? \uc5b4\ub5a4 \ubaa8\ub378\uc744 \uba3c\uc800 \ub9cc\ub4e4\uace0 \uc774\ub97c \uc774\uc6a9\ud558\uc5ec \ud655\ub960\uc744 \uc720\ucd94\ud574 \ub0b4\ub294 \uac83\uc744 \uc0dd\uac01\ud574 \ubcfc \uc218 \uc788\ub2e4. \uc774 \ud655\ub960\ub85c \ub2e8\uc5b4\uc758 \uc21c\uc11c\uac00 \ub9cc\ub4e4\uc5b4 \uc9c4\ub2e4. \uc774 \uc21c\uc11c\ub294 \uac70\ub300\ud55c \ub9d0\ubb49\uce58\uc5d0\uc11c \uba85\uc2dc\uc801\uc73c\ub85c \ubcf4\uc9c0 \ubabb\ud588\ub358 \uc21c\uc11c\uc77c \uc218\ub3c4 \uc788\ub2e4. \uadf8\ub9ac\uace0, ChatGPT\uc758 \ud575\uc2ec\uc5d0\ub294 \uc815\ud655\ud788 Large Language Model(LLM)\uc774 \uc788\uc73c\uba70 \uc774\ub294 \ub6f0\uc5b4\ub09c \ub2a5\ub825\uc73c\ub85c \ud655\ub960\uc744 \ucd94\uc815\ud574\ub0b4\ub3c4\ub85d \ub9cc\ub4e4\uc5b4 \uc84c\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubaa8\ub378\uc774 \ubb34\uc5c7\uc77c\uae4c?<\/h2>\n\n\n\n<p>\ud53c\uc0ac\uc758 \ud0d1 \uac01 \uce35\uc5d0\uc11c \uacf5\uc744 \ub5a8\uc5b4\ub728\ub9ac\uba74 \ubc14\ub2e5\uc5d0 \ub2ff\uc744 \ub54c\uae4c\uc9c0 \uc2dc\uac04\uc774 \uc5bc\ub9c8\ub9cc\ud07c \uac78\ub9b4\uc9c0 \uc54c\uace0 \uc2f6\ub2e4\uace0 \ud558\uc790. \uac01\uac01\uc758 \ucf00\uc774\uc2a4\ubcc4\ub85c \ud14c\uc2a4\ud2b8\ub97c \ud55c \ub2e4\uc74c \uadf8 \uacb0\uacfc\ub97c \ud14c\uc774\ube14\ub85c \uc815\ub9ac\ud55c \ud6c4 \ud65c\uc6a9\ud558\uac70\ub098, \uacc4\uc0b0\uc744 \ud1b5\ud574 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud558\ub3c4\ub85d \uc774\ub860\uacfc\ud559\uc758 \ud575\uc2ec \ub378\uc744 \ub9cc\ub4dc\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>\uac01 \uce35\uc5d0\uc11c \uacf5\uc744 \ub5a8\uc5b4\ub728\ub9ac\uba74 \uc5bc\ub9c8 \ub9cc\ud07c\uc758 \uc2dc\uac04\uc774 \uc18c\uc694\ub418\ub294\uc9c0 \uc774\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \uac00\uc9c0\uace0 \uc788\ub2e4\uace0 \ud558\uc790. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img26.png\" alt=\"\" style=\"width:447px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub9cc\uc57d \ub370\uc774\ud130\uc5d0\ub294 \uc5c6\ub294 \uce35\uc5d0\uc11c \uacf5\uc744 \ub5a8\uc5b4\ub728\ub9b4 \uacbd\uc6b0 \uc2dc\uac04\uc774 \uc5bc\ub9c8\ub9cc\ud07c \uc18c\uc694\ub418\ub294\uc9c0 \uc5b4\ub5bb\uac8c \uc54c\uc544 \ub0bc \uc218 \uc788\uc744\uae4c? \uc774\uc640 \uac19\uc740 \ud2b9\ubcc4\ud55c \uacbd\uc6b0\ub294 \uc54c\ub824\uc9c4 \ubb3c\ub9ac\ubc95\uce59\uc744 \uc801\uc6a9\ud558\uba74 \ub41c\ub2e4. \ud558\uc9c0\ub9cc \uc8fc\uc5b4\uc9c4 \uac83\uc740 \ub370\uc774\ud130 \ubfd0\uc774\uace0 \uc801\uc6a9 \uac00\ub2a5\ud55c \ubc95\uce59\uc744 \ubaa8\ub974\ub294 \uc0c1\ud0dc\ub77c\uace0 \uac00\uc815\ud560 \uacbd\uc6b0 \uc544\ub798 \uadf8\ub9bc\ucc98\ub7fc \uc9c1\uc120\uc744 \uae0b\ub294 \uac83\uc73c\ub85c \ubaa8\ub378\uc744 \ub9cc\ub4e4\uc5b4 \uc218\ud559\uc801 \ucd94\ub860\uc744 \ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img27.png\" alt=\"\" style=\"width:454px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub2e4\ub978 \ud615\ud0dc\uc758 \uc9c1\uc120\uc744 \uadf8\uc744 \uc218 \uc788\uc9c0\ub9cc \uc774 \uc120\uc774 \ud3c9\uade0\uc801\uc73c\ub85c \ubd24\uc744 \ub54c \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uadfc\uc811\ud558\ub294 \uc120\uc774\ub2e4. \uc774 \uc9c1\uc120\uc744 \ud65c\uc6a9\ud558\uba74 \uc5b4\ub5a4 \uce35\uc5d0\uc11c \uacf5\uc744 \ub5a8\uc5b4\ub728\ub9ac\ub354\ub77c\ub3c4 \uc18c\uc694\uc2dc\uac04\uc744 \uc608\uce21\ud574 \ub0bc \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p>\ubb38\uc81c \ud574\uacb0\uc5d0 \uc9c1\uc120\uc744 \uc774\uc6a9\ud558\uba74 \ub41c\ub2e4\ub294 \uac83\uc744 \uc5b4\ub5bb\uac8c \uc0dd\uac01\ud574 \ub0c8\uc744\uae4c? \uc5b4\ub5a4 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uadf8\ub807\uac8c \ud558\uc9c0 \uc54a\uc558\ub2e4. \ub2e8\uc9c0 \uc218\ud559\uc801\uc73c\ub85c \uc2ec\ud50c\ud558\uba70 \uce21\uc815\ud55c \uac12\ub4e4\uc758 \uc591\uc774 \ub9ce\uc744\uc218\ub85d \uc218\ud559\uc801\uc73c\ub85c \ub2e8\uc21c\ud55c \uac83\uc5d0  \uc798 \ub9de\uc544 \ub4e4\uc5b4\uac04\ub2e4\ub294 \uc0ac\uc2e4\uc5d0 \uc775\uc219\ud574 \uc84c\uae30 \ub54c\ubb38\uc774\ub2e4. \uc218\ud559\uc801\uc73c\ub85c &nbsp;<em>a&nbsp;+&nbsp;b&nbsp;x&nbsp;+&nbsp;c&nbsp;x<sup>2<\/sup><\/em> \uc640 \uac19\uc774 \ub354 \ubcf5\uc7a1\ud55c \uc2dd\uc73c\ub85c \uc2dc\ub3c4\ud574 \ubcfc \uc218 \uc788\ub2e4. \uc774 \uacbd\uc6b0 \ub354 \uc88b\uc740 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img29.png\" alt=\"\" style=\"width:460px;height:auto\"\/><\/figure>\n\n\n\n<p>\ub610\ub294 \ub9e4\uc6b0 \uc798\ubabb\ub420 \uc218\ub3c4 \uc788\ub2e4. \uc5ec\uae30\uc11c\ub294 <em>a<\/em>&nbsp;+&nbsp;<em>b<\/em>\/<em>x<\/em>&nbsp;+&nbsp;<em>c<\/em>&nbsp;sin(<em>x<\/em>) \uc2dd\uc744 \uc0ac\uc6a9\ud588\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img33.png\" alt=\"\" style=\"width:456px;height:auto\"\/><\/figure>\n\n\n\n<p>\ubaa8\ub378\uc774 \uc5c6\ub294 \ubaa8\ub378&#8221;\uc740 \uacb0\ucf54 \uc5c6\ub2e4\ub294 \uac83\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\ub2e4. \uc801\uc6a9\ud558\ub824\ub294 \uc5b4\ub5a4\ud55c \ubaa8\ub378\ub3c4 \ud2b9\ubcc4\ud55c \ub0b4\ubd80 \uad6c\uc870\uc640, \ub370\uc774\ud130\uc5d0 \ub9de\ucd94\ub3c4\ub85d \uc124\uc815 \uac00\ub2a5\ud55c \ud30c\ub77c\ubbf8\ud130\ub4e4\uc744 \uac00\uc9c4\ub2e4.  ChatGPT\uc758 \uacbd\uc6b0 \ub9ce\uc740 \uc591\uc758 \ud30c\ub77c\ubbf8\ud130\uac00 \uc0ac\uc6a9\ub418\uba70 \uc2e4\uc81c 1,750\uc5b5\uac1c\ub098 \ub41c\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 \ub180\ub77c\uc6b4 \uc77c\uc740 ChatGPT\uc758 \ub0b4\ubd80 \uad6c\uc870\uac00 \uadf8\ub7f4\ub4ef\ud558\uac8c \ubcf4\uc774\ub294 \ubb38\uc7a5 \uae38\uc774(essay-length)\ub3c4 \uc0dd\uc131\ud574 \ub0bc\ub9cc\ud07c \ub2e4\uc74c\uc5d0 \uc62c \ub2e8\uc5b4\uc758 \ud655\ub960\uc744 \uc798 \uacc4\uc0b0\ud574\ub0b4\ub294 \ubaa8\ub378\ub3c4 \ucda9\ubd84\ud788 \ub9cc\ub4e4 \uc218 \uc788\ub2e4\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc0ac\ub78c\uacfc \uc720\uc0ac\ud55c \uc77c\uc744 \ud558\ub294 \ubaa8\ub378<\/h2>\n\n\n\n<p>\uc55e\uc5d0\uc11c \ud65c\uc6a9\ud55c \uc608\uc81c\ub4e4\uc740 \uadfc\ubcf8\uc801\uc73c\ub85c\ub294 \ub2e8\uc21c \ubb3c\ub9ac\ud559\uc744 \ud65c\uc6a9\ud574 \uc218\uce58 \ub370\uc774\ud130\ub97c \uc704\ud55c \ubaa8\ub378 \uc0dd\uc131\uc744 \ubcf4\uc5ec\uc900\ub2e4. \uc5ec\uae30\uc11c \uc5b8\uae09\ud55c \ubb3c\ub9ac\ud559\uc740 \ub2e8\uc21c \uc218\ud559\uc774 \uc801\uc6a9\ub418\ub294 \uac83\uc73c\ub85c \uba87 \ubc31\ub144\uc5d0 \uac78\uccd0 \uc54c\uace0 \uc788\ub294 \ub0b4\uc6a9\uc774\ub2e4.  \uadf8\ub7ec\ub098 ChatGPT\ub294 \uc778\uac04\uc774 \uc5b8\uc5b4\ub85c \uc0ac\uc6a9\ud558\uba70 \uc0ac\ub78c\uc758 \ub450\ub1cc\uc5d0\uc11c \uc0dd\uc131\ub418\ub294 \ubb38\uc790\uc5d0 \ub300\ud574 \ubaa8\ub378\uc744 \ub9cc\ub4e4\uc5b4\uc57c \ud55c\ub2e4. Simple\ud55c \uc218\ud559\uacfc\ub294 \ub2ec\ub9ac \uc544\ub2cc \uc544\uc9c1 \ubc1c\uacac\ud558\uc9c0 \ubabb\ud55c \uadf8\ub7f0 \ubaa8\ub378\uc744 \ub9d0\ud55c\ub2e4. \uadf8\ub7fc \uc774\ub7f0 \ubaa8\ub378\uc774\ub780 \uc5b4\ub5a4 \uac83\uc77c\uae4c?<\/p>\n\n\n\n<p>\uc5b8\uc5b4\ub97c \uc5b8\uae09\ud558\uae30\uc5d0 \uc55e\uc11c \uc774\ubbf8\uc9c0 \uc778\uc2dd\uacfc \uac19\uc774 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ub610\ub2e4\ub978 \ud615\ud0dc\uc758 \uc791\uc5c5\uc5d0 \ub300\ud574 \uc598\uae30\ud574 \ubcf4\uc790. \uc774\ub7f0 \uc720\ud615\uc758 \ub2e8\uc21c\ud55c \uc608\uc81c\ub85c \uc22b\uc790\uac00 \uc0c8\uaca8\uc9c4 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uac01\ud574 \ubcf4\uc790.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img34.png\" alt=\"\" style=\"width:405px;height:auto\"\/><\/figure>\n\n\n\n<p>\uba3c\uc800 \ud560 \uc218 \uc788\ub294 \uac83\uc740 \uac01 \uc22b\uc790\uc5d0 \ub300\ud558 \ub2e4\uc591\ud55c \uc0d8\ud50c \uc774\ubbf8\uc9c0\ub97c \ud655\ubcf4\ud558\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img35.png\" alt=\"\" style=\"width:326px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc8fc\uc5b4\uc9c4 \uc774\ubbf8\uc9c0\uac00 \ud2b9\uc815 \uc22b\uc790\uc5d0 \ud574\ub2f9\ud55c\ub2e4\ub294 \uac83\uc744 \uc54c\uc544\ub0b4\uae30 \uc704\ud574 \uae30\uc874\uc5d0 \ud655\ubcf4\ud55c \uc774\ubbf8\uc9c0\uc640 \uba85\uc2dc\uc801\uc73c\ub85c pixel-by-pixel \ub300\uc870\ud574 \ubcfc \uc218 \uc788\ub2e4. \uadf8\ub7ec\ub098 \uc778\uac04\uc740 \ud655\uc2e4\ud788 \uc774\ub7f0 \uc77c\uc744 \ud6e8\uc52c \uc798 \uc218\ud589\ud55c\ub2e4. \uc65c\ub0d0\ud558\uba74 \uc190\uc73c\ub85c \uc4f4 \uc22b\uc790\ub4e0 \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \ubcc0\ud615\ub41c \uc22b\uc790\ub4e0 \uc778\uac04\uc740 \uadf8 \uc22b\uc790\ub97c \uc778\uc2dd\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/03\/sw021423img36-4.png\" alt=\"\" style=\"width:511px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc704\uc5d0\uc11c \uc218\uce58 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubaa8\ub378\uc744 \ub9cc\ub4e4\uc5c8\uc744 \ub54c \uc785\ub825 \uac12 x\uc744 \ubc1b\uc740 \ub2e4\uc74c \uc5b4\ub5a4 <em>a<\/em>\uc640 <em><em>b<\/em><\/em>\uac12\uc744 \uc774\uc6a9\ud558\uc5ec \ub2e8\uc21c <em>a + b x<\/em> \uc5f0\uc0b0\uc744 \uc218\ud589\ud588\ub2e4. \uadf8\ub807\ub2e4\uba74 \uc5ec\uae30\uc11c \uac80\uc740\uc0c9\uc758 pixel\uc744 <em>x<sub>i<\/sub><\/em> \uac12\uc774\ub77c \ubcf4\uba74 \uc774\ub7f0 \ubcc0\uc218\ub97c \uc2e4\ud589\ud588\uc744 \ub54c \ud574\ub2f9 \uc774\ubbf8\uc9c0\uac00 \uc5b4\ub5a4 \uc22b\uc790\ub97c \ub098\ud0c0\ub0b4\ub294\uc9c0 \ub2f5\uc744 \uc8fc\ub294 \uc5b4\ub5a4 function\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc744\uae4c? \uc774\ub7f0 function\uc774 \uac00\ub2a5\ud558\ub2e4\ub294 \uac83\uc774 \ud655\uc778\ub410\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub294 \ub2f9\uc5f0\ud558\uac8c\ub3c4 \uadf8\ub807\uac8c \ub2e8\uc21c\ud558\uc9c0 \uc54a\ub2e4. \uc804\ud615\uc801\uc778 \uc608\uc81c\ub9cc \ubcf4\ub354\ub77c\ub3c4 5,000\ub9cc\ubc88 \uc774\uc0c1\uc758 \uc218\ud559\uc801 \uc5f0\uc0b0\uc744 \ud544\uc694\ub85c \ud55c\ub2e4.<\/p>\n\n\n\n<p>\uc774\ubbf8\uc9c0\uc758 \ubaa8\ub4e0 pixel\uc744 \ubc30\uc5f4 \ud615\ud0dc\ub85c function \uc785\ub825 \uac12\uc73c\ub85c \uc81c\uacf5\ud558\uba74 \uadf8 \uc774\ubbf8\uc9c0\uac00 \uc5b4\ub5a4 \uc22b\uc790\ub97c \uac00\ub9ac\ud0a4\ub294\uc9c0\ub97c \ubc18\ud658\ud558\ub294 \uac83\uc774 \ucd5c\uc885 \ud615\ud0dc\uac00 \ub420\uc77c \uac83\uc774\ub2e4. \ub098\uc911\uc5d0 \uc774\ub7f0 function\uc774 \uc5b4\ub5bb\uac8c \ub9cc\ub4e4\uc5b4 \uc9c0\uace0 \uc2e0\uacbd\ub9dd(neural net)\uc5d0 \ub300\ud574\uc11c\ub3c4 \uc124\uba85\ud558\uaca0\uc9c0\ub9cc \uc6b0\uc120 \uc9c0\uae08\uc740 \uc774 function\uc744 \ube14\ub799\ubc15\uc2a4\ub85c \ub450\uc790. \uc774 function\uc740 \uc190\uc73c\ub85c \uc791\uc131\ud55c \uc22b\uc790 \uc774\ubbf8\uc9c0\ub97c \uc785\ub825(pixel\uac12\uc744 \ud45c\ud604\ud558\ub294 \ubc30\uc5f4)\ubc1b\uace0 \uc774 \uc774\ubbf8\uc9c0\uac00 \ub098\ud0c0\ub0b4\ub294 \uc22b\uc790\ub97c \ubc18\ud658\ud55c\ub2e4\uace0 \ud558\uc790.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img38.png\" alt=\"\" style=\"width:537px;height:auto\"\/><\/figure>\n\n\n\n<p>\uadf8\ub7ec\ub098, \uc5ec\uae30\uc11c \uc2e4\uc81c \uc5b4\ub5a4\uc77c\uc774 \ubc1c\uc0dd\ub418\ub294 \uac78\uae4c? \uc544\ub798 \uadf8\ub9bc\uacfc \uac19\uc774 \uc810\uc9c4\uc801\uc73c\ub85c \uc22b\uc790\ub97c blur\ucc98\ub9ac\ud55c\ub2e4\uace0 \ud574 \ubcf4\uc790. function\uc774 \ucc98\uc74c \uc77c\ubd80\ub294 &#8220;2&#8221;\ub85c \uc778\uc2dd\ud558\uaca0\uc9c0\ub9cc \uace7 \uc22b\uc790\ub97c \uc778\uc2dd\ud558\uc9c0 \ubabb\ud558\uace0 \uc5c9\ub6b1\ud55c \uacb0\uacfc\ub97c \ubc18\ud658\ud558\uae30 \uc2dc\uc791\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img39.png\" alt=\"\" style=\"width:548px;height:auto\"\/><\/figure>\n\n\n\n<p>\ud558\uc9c0\ub9cc \uc6b0\ub9ac\ub294 \uc798\ubabb\ub41c \uacb0\uacfc\ub77c\uace0 \uc5b4\ub5bb\uac8c \ub9d0\ud560 \uc218 \uc788\ub294 \uac78\uae4c? \uc774 \uacbd\uc6b0\ub294 \uc6b0\ub9ac\uac00 \uc22b\uc790 &#8220;2&#8221;\uc758 \uc774\ubbf8\uc9c0\ub97c blur\ucc98\ub9ac\ud588\ub2e4\uace0 \uc0ac\uc804\uc5d0 \uc778\uc9c0\ud558\uace0 \uc788\ub2e4. \uadf8\ub7ec\ub098 \uc6b0\ub9ac\uc758 \ubaa9\ud45c\uac00 \uc0ac\ub78c\uc774 \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc744 \ud558\ub294 \uac83\uacfc \uac19\uc774 \ubaa8\ub378\uc744 \ub9cc\ub4dc\ub294 \uac83\uc774\ub77c\uba74 \uc9c4\uc9dc \ud574\uc57c\ud560 \ubb3c\uc74c\uc740 \uc774\ubbf8\uc9c0\uac00 \uc5b4\ub514\uc11c \uc654\ub294\uc9c0 \ubaa8\ub978 \uc0c1\ud0dc\uc5d0\uc11c \uc704\uc640 \uac19\uc774 blur\ub41c \uc774\ubbf8\uc9c0\ub97c \ubcf4\uc558\uc744 \ub54c \uc0ac\ub78c\uc774 \ud589\ud558\ub294 \uac83\uc774 \ubb34\uc5c7\uc778\uc9c0\uc5d0 \ub300\ud55c \uc9c8\ubb38\uc77c \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>\uc6b0\ub9ac\uac00 \ub9cc\ub4e0 function\uc73c\ub85c \ubd80\ud130\uc758 \uacb0\uacfc\uac00 \uc0ac\ub78c\ub4e4\uc774 \ub9d0\ud558\ub294 \uac83\uacfc \uc77c\uce58\ud55c\ub2e4\uba74 \uc6b0\ub9ac\ub294 &#8220;good model&#8221;\uac00\uc84c\ub2e4\uace0 \ud560 \uc218 \ub2e4. \uadf8\ub9ac\uace0 \uba85\ud655\ud55c \uacfc\ud559\uc801 \uc0ac\uc2e4\uc740, \uc774\ubbf8\uc9c0 \uc778\uc2dd \uc791\uc5c5\uacfc \uad00\ub828\ud558\uc5ec \uc774\uc81c\ub294 \uc5b4\ub5bb\uac8c \uc774\ub7f0 function\uc744 \uad6c\ucd95\ud558\ub294\uc9c0 \uadfc\ubcf8\uc801\uc73c\ub85c \uc54c\uace0 \uc788\ub2e4\ub294 \uac83\uc774\ub2e4. <\/p>\n\n\n\n<p>\uc774\uac83\uc774 \uc81c\ub300\ub85c \ub3d9\uc791\ud558\ub294\uc9c0 \uc218\ud559\uc801\uc73c\ub85c \uac80\uc99d\ud560 \uc218 \uc788\uc744\uae4c? \uadf8\ub807\uc9c0 \ubabb\ud558\ub2e4 \uc65c\ub0d0\ud558\uba74 \uc774\ub807\uac8c \ud558\uae30 \uc704\ud574\uc11c\ub294 \uc778\uac04\uc774 \ubb34\uc5c7\uc744 \ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uc218\ud559\uc801 \uc774\ub860\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4\uc57c \ud558\uae30 \ub54c\ubb38\uc774\ub2e4. \uc22b\uc790 &#8220;2&#8221; \uc774\ubbf8\uc9c0\uc5d0\uc11c pixel \uba87 \uac1c\ub97c \ubcc0\uacbd\ud574\ubcf4\uc790. \uc6b0\ub9ac\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c pixel \uba87 \uac1c\ub97c \ubcc0\uacbd\ud558\ub354\ub77c\ub3c4 \uc5ec\uc804\ud788 \uc22b\uc790 &#8220;2&#8221;\uc774\ubbf8\uc9c0\ub77c\uace0 \uc0dd\uac01\ud55c\ub2e4. \uadf8\ub7ec\ub098 \uc5bc\ub9c8\ub9cc\ud07c \uc774\ub807\uac8c \uacc4\uc18d \ud560 \uc218 \uc788\uc744\uae4c? \uc774\ub294 \uc778\uac04\uc758 \uc2dc\uac01\uc801 \uc778\uc2dd\uc5d0 \uad00\ud55c \ubb38\uc81c\uc774\ub2e4. \uadf8\ub9ac\uace0 \ub2f9\uc5f0\ud788 \uc774\uc5d0 \ub300\ud55c \ub2f5\uc740 \ubc8c\uc774\ub098 \ubb38\uc5b4\uc640\ub294 \ub2e4\ub97c \uac83\uc774\ub2e4. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc2e0\uacbd\ub9dd(Neural Nets)<\/h2>\n\n\n\n<p> \uc774\ubbf8\uc9c0 \uc778\uc2dd\uacfc \uac19\uc740 \uc791\uc5c5\uad00\ub828 \ubaa8\ub378\uc740 \uc2e4\uc81c \uc5b4\ub5bb\uac8c \ub3d9\uc791\ud558\ub294 \uac83\uc77c\uae4c? \ud604\uc7ac \uac00\uc7a5 \uc798 \uc54c\ub824\uc9c0\uace0 \uc131\uacf5\uc801\uc778 \ubc29\ubc95\uc740 \uc2e0\uacbd\ub9dd(neural net)\uc744 \uc774\uc6a9\ud558\ub294 \uac83\uc774\ub2e4. \uc624\ub298\ub0a0 \uc0ac\uc6a9\ub418\ub294 \ubc29\ubc95\uacfc \uac00\uc7a5 \uc720\uc0ac\ud55c \ubc29\ubc95\uc73c\ub85c 1940\ub144\ub300\uc5d0 \uace0\uc548\ub41c \uc2e0\uacbd\ub9dd\uc740 \ub450\ub1cc\uc758 \ub3d9\uc791\uc6d0\ub9ac\ub97c \uac04\ub2e8\ud558\uac8c \uad6c\ud604\ud55c \uac83\uc73c\ub85c \uc5ec\uaca8\uc9c4\ub2e4. <\/p>\n\n\n\n<p>\uc0ac\ub78c\uc758 \ub450\ub1cc\uc5d0\ub294 \uc57d 1,000\uc5b5\uac1c\uc758 \uc2e0\uacbd\uc138\ud3ec\uc778 \ub274\ub7f0\uc774 \uc874\uc7ac\ud55c\ub2e4. \uac01\uac01\uc758 \ub274\ub7f0\uc740 1\ucd08\uc5d0 1,000\ud68c \uc815\ub3c4\uc758 \uc804\uae30\uc2e0\ud638\ub97c \ub9cc\ub4e4\uc5b4 \ub0bc \uc218 \uc788\ub2e4. \ub274\ub7f0\uc740 \ubcf5\uc7a1\ud55c \ub9dd(\ub124\ud2b8\uc6cc\ud06c)\ub85c \uc5f0\uacb0\ub418\uc5b4 \uc788\uace0 \uac01 \ub274\ub7f0\uc740 \ub098\ubb34\ucc98\ub7fc \uac00\uc9c0\ub97c \uac00\uc9c0\uace0 \uc788\uc73c\uba70 1,000\uc5ec\uac1c \uc815\ub3c4\uc758 \ub2e4\ub978 \ub274\ub7f0\uc73c\ub85c \uc804\uae30\uc2e0\ud638\ub97c \uc804\ub2ec\ud55c\ub2e4. \ub300\ub7b5\uc801\uc73c\ub85c \ub9d0\ud574 \ub274\ub7f0\uc774 \ud2b9\uc815 \uc21c\uac04\uc5d0 \uc804\uae30\uc2e0\ud638\ub97c \ubc1c\uc0dd\uc2dc\ud0ac\uc9c0 \ub9d0\uc9c0 \uc5ec\ubd80\ub294 \uc11c\ub85c \uc0c1\uc774\ud55c \uac00\uc911\uce58(weights)\ub85c \uc5f0\uacb0\ub41c \ub2e4\ub978 \ub274\ub7f0\uc73c\ub85c\ubd80\ud130 \uc5b4\ub5a4 \uc2e0\ud638\ub97c \ubc1b\ub290\ub0d0\uc5d0 \ub530\ub77c \uacb0\uc815\ub41c\ub2e4. <\/p>\n\n\n\n<p>\uc6b0\ub9ac\uac00 \uc774\ubbf8\uc9c0\ub97c \ubcfc \ub54c \uc77c\uc5b4\ub098\ub294 \ud604\uc0c1\uc740 \uc774\ubbf8\uc9c0\ub85c \ubd80\ud130 \ub098\uc628 \ube5b \uad11\uc790(photon)\uac00 \uc6b0\ub9ac \ub208 \ub4a4\uc5d0 \uc788\ub294 \ub9dd\ub9c9(photoreceptor)\uc138\ud3ec\uc5d0 \ub3c4\ub2ec\ud558\uba74 \uc2e0\uacbd\uc138\ud3ec\uc5d0 \uc804\uae30\uc2e0\ud638\ub97c \ubc1c\uc0dd\uc2dc\ud0a8\ub2e4. \uc774\ub4e4 \uc2e0\uacbd\uc138\ud3ec\ub294 \ub2e4\ub978 \uc2e0\uacbd\uc138\ud3ec\ub4e4\uacfc \uc5f0\uacb0\ub418\uc5b4 \uc788\uace0 \uacb0\uad6d \uc774 \uc2e0\ud638\ub294 \ub274\ub7f0\ub4e4\ub85c \ud615\uc131\ub41c \uc77c\ub828\uc758 \ub808\uc774\uc5b4(layer)\ub97c \ud1b5\uacfc\ud558\uac8c \ub41c\ub2e4. \uadf8\ub9ac\uace0 \uc774 \uacfc\uc815\uc5d0\uc11c \uc6b0\ub9ac\ub294 \uc774\ubbf8\uc9c0\ub97c \uc778\uc9c0\ud558\uac8c \ub418\uba70 \uad81\uadf9\uc801\uc73c\ub85c \uc6b0\ub9ac\uac00 \uc22b\uc790 &#8220;2&#8221;\ub97c \ubcf8\ub2e4\ub77c\ub294 \uc0dd\uac01\uc744 \ud615\uc131\ud558\uac8c \ub41c\ub2e4. \uadf8\ub9ac\uace0 \ub9c8\uc9c0\ub9c9\uc5d0\ub294 \uc544\ub9c8\ub3c4 &#8220;two&#8221;\ub77c\ub294 \ub2e8\uc5b4\ub97c \uc18c\ub9ac\ub0b4\uc5b4\uc5d0 \ub9d0\ud558\uae30\ub3c4 \ud55c\ub2e4.<\/p>\n\n\n\n<p>\uc55e \ub2e8\ub77d\uc5d0\uc11c \uc124\uba85\ud55c &#8220;black-box&#8221; function\uc740 \uc774\ub7f0 \uc2e0\uacbd\ub9dd\uc744 \uc218\ud559\uc801\uc73c\ub85c \uad6c\ud604\ud55c \ubc84\uc804\uc774\ub77c\uace0 \ubcf4\uba74 \ub41c\ub2e4. \uc5ec\uae30\uc11c\ub294 11\uac1c\uc758 \ub808\uc774\uc5b4\ub97c \uac16\ub294\ub2e4. (&#8220;core layer&#8221;\ub294 4\uac1c)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img40A.png\" alt=\"\" style=\"width:579px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\ub7f0 \uc2e0\uacbd\ub9dd\uc5d0\uc11c \ud2b9\ubcc4\ud788 \uc774\ub860\uc801\uc73c\ub85c \ud30c\uc0dd\ub41c \uac83\uc740 \uc5c6\uc73c\uba70 \ub2e8\uc9c0 1998\ub144\uc5d0 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc758 \uacb0\uacfc\ub85c \ub9cc\ub4e4\uc5b4\uc9c0\uace0 \uc2e4\uc81c \ub3d9\uc791\ud55c\ub2e4\uace0 \uc54c\uac8c\ub41c \uac83\uc77c \ubfd0\uc774\ub2e4. (\ubb3c\ub860, \uc774\uac83\uc740 \uc6b0\ub9ac \ub450\ub1cc\uac00 \uc5b4\ub5a4 \uc0dd\ubb3c\ud559\uc801 \uc9c4\ud654\ub97c \uac70\uccd0 \ub9cc\ub4e4\uc5b4\uc84c\ub294\uc9c0\uc5d0 \ub300\ud55c \uc124\uba85\uacfc\ub3c4 \ud06c\uac8c \ub2e4\ub974\uc9c0 \uc54a\ub2e4)<\/p>\n\n\n\n<p>\uc790, \uadf8\ub807\uc9c0\ub9cc \uc5b4\ub5bb\uac8c \uc774\uc640 \uac19\uc740 \uc2e0\uacbd\ub9dd\uc774 \uc0ac\ubb3c\uc744 \uc778\uc9c0\ud558\ub294 \uac78\uae4c? \uadf8 \ud575\uc2ec\uc5d0\ub294 attractor\uc774\ub77c\ub294 \uac1c\ub150\uc774 \uc788\ub2e4. \uc544\ub798\uc640 \uac19\uc774 &#8220;1&#8221;\uacfc &#8220;2&#8221;\ub97c \uc190\uc73c\ub85c \uc791\uc131\ud55c \uc774\ubbf8\uc9c0\uac00 \uc788\ub2e4\uace0 \ud558\uc790.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img41.png\" alt=\"\" style=\"width:263px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc5b4\ub5a4 \ubc29\ubc95\uc744 \ud1b5\ud574 \ubaa8\ub4e0 &#8220;1&#8221;\uc744 \ud55c \uacf3\uc73c\ub85c \ubaa8\uc73c\uace0 &#8220;2&#8221;\ub97c \ub2e4\ub978 \uacf3\uc73c\ub85c \ubaa8\uc73c\uace0 \uc2f6\ub2e4\uace0 \ud558\uc790. \ub2ec\ub9ac \ud45c\ud604\ud574\uc11c \uc5b4\ub5a4 \uc774\ubbf8\uc9c0\uac00 &#8220;2&#8221;\ubcf4\ub2e4 &#8220;1&#8221;\uc5d0 \ub354 \ube44\uc2b7\ud558\ub2e4\uba74 &#8220;1&#8221;\uc774\ub77c\ub294 \uacf3\uc73c\ub85c \ubaa8\uc73c\uace0 \uc5ed\uc73c\ub85c\ub3c4 \ud55c\ub2e4\uace0 \ud558\uc790. <\/p>\n\n\n\n<p>\uc880 \uc9c1\uad00\uc801\uc778 \ubd84\uc11d\ubc29\ubc95\uc73c\ub85c \ud3c9\uba74(plane) \uc704\uc5d0 \uc810\uc73c\ub85c \ud45c\uc2dc\ud55c \uc5b4\ub5a4 \uc7a5\uc18c\ub4e4\uc774 \uc788\ub2e4\uace0 \ud558\uc790.(\uc2e4\uc81c\ub85c\ub294 \ucee4\ud53c\uc20d\uc758 \uc704\uce58\uac00 \ub420 \uc218\ub3c4 \uc788\ub2e4) \uadf8\ub7f0\ub2e4\uc74c, \uba74 \uc704\uc758 \uc5b4\ub5a4 \uacf3\uc5d0\uc11c \ucd9c\ubc1c\ud558\uc5ec \ud56d\uc0c1 \uac00\uc7a5 \uadfc\uc811\ud55c \uc810\uc73c\ub85c \uc774\ub3d9\ud558\uace0 \uc2f6\ub2e4\uace0 \ud558\uc790(\ud56d\uc0c1 \uac00\uc7a5 \uac00\uae4c\uc6b4 \ucee4\ud53c\uc20d\uc73c\ub85c \uc774\ub3d9\ud55c\ub2e4\uace0 \uac00\uc815). \uc774 \uba74\uc744 \uc774\uc0c1\uc801\uc778 \ubd84\uc218\ub839\uc73c\ub85c \ubd84\ub9ac\ub41c \uc601\uc5ed(attractor basins)\uc73c\ub85c \ub098\ub204\uc5b4 \ud45c\ud604\ud560 \uc218 \uc788\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img42.png\" alt=\"\" style=\"width:305px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\ub807\uac8c \ud558\ub294 \uac83\uc744 \uc778\uc9c0 \uacfc\uc815\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc774\ub77c\uace0 \uc0dd\uac01\ud560 \uc218 \uc788\ub2e4. \uc774\ub294 \uc774\ubbf8\uc9c0\uc5d0 \uc4f0\uc5ec\uc9c4 \uc22b\uc790\uac00 \ubb34\uc5c7\uacfc \uac00\uc7a5 \ub2ef\uc558\ub294\uc9c0 \uc54c\uc544\ub0b4\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc9c1\uad00\uc801\uc774\ub85c \ud2b9\uc815 \ud3ec\uc778\ud2b8\uac00 \uc5b4\ub5a4 \uc810\uacfc \uac00\uc7a5 \uac00\uae4c\uc6b4\uc9c0 \uc54c\uc544 \ubcf4\ub294 \uac83\uc774\ub77c \ud560 \uc218 \uc788\ub2e4. (\uc5ec\uae30\uc11c \ubcf4\uc5ec\uc8fc\ub294 Voronoi \ub2e4\uc774\uc5b4\uadf8\ub7a8\uc740 2D \uc720\ud074\ub9ac\ub4dc \uacf5\uac04\uc5d0\uc11c \uc810\ub4e4\uc744 \ubd84\ub9ac\uc2dc\ud0a8\ub2e4. \uc22b\uc790 \uc778\uc9c0\uac00 \uc774\uc640 \ub9e4\uc6b0 \uc720\uc0ac\ud55c \uacfc\uc7a5\uc774\ub77c \uc0dd\uac01\ud560 \uc218 \uc788\ub2e4. \uadf8\ub7ec\ub098 \uac01 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac80\uc740\uc0c9 pixel\ub85c \ub9cc\ub4e4\uc5b4\uc9c4 784-dimensional(28*28) \uacf5\uac04\uc774\ub780 \uc810\uc5d0\uc11c \ucc28\uc774\uac00 \uc788\ub2e4)<\/p>\n\n\n\n<p>\uadf8\ub807\ub2e4\uba74 \uc5b4\ub5bb\uac8c \uc2e0\uacbd\ub9dd\uc774 \uc778\uc9c0 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \ub9cc\ub4e4 \uc218 \uc788\uc744\uae4c? \uc544\ub798\uc640 \uac19\uc740 \uc544\uc8fc \ub2e8\uc21c\ud55c \ucf00\uc774\uc2a4\ub97c \uc0dd\uac01\ud574 \ubcf4\uc790.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img43.png\" alt=\"\" style=\"width:170px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc6b0\ub9ac \ubaa9\ud45c\ub294 \uc704\uce58\ub97c \ub098\ud0c0\ub0b4\ub294 {<em>x<\/em>,<em>y<\/em>} \uac12\uc744 \uc785\ub825 \ubc1b\uc544 \uc774 \uc138\uac1c\uc758 \uc810 \uc911\uc5d0\uc11c \uac00\uc7a5 \uac00\uae4c\uc6b4 \uc810\uc744 \uc54c\uc544\ub0b4\ub294 \uac83\uc774\ub2e4. \ub2e4\ub974\uac8c \ub9d0\ud558\uba74 \uc544\ub798\ucc98\ub7fc \uc2e0\uacbd\ub9dd\uc774 {<em>x<\/em>,<em>y<\/em>}\uc758 function\uc744 \uc5f0\uc0b0\ud558\ub3c4\ub85d \ud558\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img44.png\" alt=\"\" style=\"width:624px;height:auto\"\/><\/figure>\n\n\n\n<p>\uadf8\ub807\ub2e4\uba74 \uc2e0\uacbd\ub9dd\uc73c\ub85c \uc5b4\ub5bb\uac8c \uc774\uac83\uc744 \ud560 \uc218 \uc788\uc744\uae4c? \uad81\uadf9\uc801\uc73c\ub85c \uc2e0\uacbd\ub9dd\uc740 neuron\uc774 \uc11c\ub85c \uc5f0\uacb0\ub41c \uc9d1\ud569\uccb4(connected collection)\uc774\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uce35(Layer) \ud615\ud0dc\ub85c \uc815\ub82c\ub418\uc5b4 \uc788\uc73c\uba70 \uc544\ub798\uc640 \uac19\uc740 \uac04\ub2e8\ud55c \uc608\uc81c\ub85c \ud45c\ud604\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img45.png\" alt=\"\" style=\"width:216px;height:auto\"\/><\/figure>\n\n\n\n<p>\uac01\uac01\uc758 \ub274\ub7f0\uc740 \uac04\ub2e8\ud55c \uc218\uce58 \uacc4\uc0b0\uc744 \uc704\ud55c function\uc73c\ub85c \uc124\uc815\ub418\uc5b4 \uc788\uc73c\uba70 \uc2e0\uacbd\ub9dd\uc744 \ub3d9\uc791\uc2dc\ud0a4\uae30 \uc704\ud574 \uc0c1\ub2e8\uc5d0\uc11c x, y\uc88c\ud45c\ub97c \uc785\ub825\uac12\uc73c\ub85c \uc804\ub2ec\ud55c\ub2e4. \uadf8\ub7f0\ub2e4\uc74c, \uac01 Layer\uc5d0 \uc788\ub294 \ub274\ub7f0\ub4e4\ub85c \ud558\uc5ec\uae08 \uac01\uc790\uc758 function\uc744 \uc2e4\ud589\ud558\uace0 \uadf8 \uacb0\uacfc\ub97c \ub2e4\uc2dc \ub9dd(network)\uc744 \ud1b5\uacfc\uc2dc\ud0a8 \ud6c4 \uad81\uadf9\uc801\uc73c\ub85c \ud558\ub2e8\ubd80\uc5d0\uc11c \ucd5c\uc885 \uacb0\uacfc\ub97c \uc0b0\ucd9c\ud574 \ub0b8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img46.png\" alt=\"\" style=\"width:312px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc0dd\ubb3c\ud559\uc801 \ubc30\uacbd\uc73c\ub85c \ubc14\ud0d5\uc73c\ub85c \uac01\uac01\uc758 \ub274\ub7f0\uc740 \uc774\uc804 Layer\uc758 \ub274\ub7f0\ub4e4\ub85c\ubd80\ud130 incoming \uc5f0\uacb0\uc744 \uac00\uc9c0\uba70 \uc774\ub4e4 \uc5f0\uacb0(connection)\uc5d0 \uc5b4\ub5a4 \uac00\uc911\uce58(weight &#8211; \uc591\uc218 \ub610\ub294 \uc74c\uc218\uac00 \ub420 \uc218 \uc788\uc74c)\ub97c \ud560\ub2f9\ubc1b\ub294\ub2e4.  \ud2b9\uc815 \ub274\ub7f0\uc758 \uac12(value)\uc740 \uc774\uc804 \ub2e8\uacc4\uc758 \ub274\ub7f0\uc758 \uac12\uacfc \uc774 \ub274\ub7f0\uacfc\uc758 connection \ud560\ub2f9\ub41c \uac00\uc911\uce58\ub97c \uacf1\ud55c \ub2e4\uc74c, \uc774\ub807\uac8c \uc774\uc804 Layer\uc640 \uc5f0\uacb0\ub41c connection\ub4e4\uc758 \ud569\uacc4\ub97c \uad6c\ud558\uace0, \uc774 \ud569\uacc4\uc640 \uc5b4\ub5a4 \uc0c1\uc218\ub97c \ub354\ud55c\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ub9c8\uc9c0\ub9c9\uc73c\ub85c activation function\uc744 \uc801\uc6a9\ud55c\ub2e4. \uc218\ud559\uc758 \uad00\uc810\uc5d0\uc11c \ubcf4\uba74 \ub274\ub7f0\uc774 <em>x<\/em>&nbsp;= {<em>x<\/em><sub>1<\/sub>,&nbsp;<em>x<\/em><sub>2<\/sub>&nbsp;\u2026} \uc785\ub825\uc744 \uac00\uc9c0\uba74 <em>f<\/em>[<em>w<\/em>&nbsp;.&nbsp;<em>x<\/em>&nbsp;+&nbsp;<em>b<\/em>]\uc744 \uacc4\uc0b0\ud558\uba70 \uc5ec\uae30\uc11c <em>w<\/em>&nbsp;\ub294 \uac00\uc911\uce58(weights)\uc774\uace0, \uc0c1\uc218 <em>b<\/em>\ub294 \uac01 \ub274\ub7f0\ubcc4\ub85c \ub2e4\ub978 \uac12\uc774 \uc124\uc815\ub41c\ub2e4. \uadf8\ub9ac\uace0 function <em>f<\/em>\ub294 \ub3d9\uc77c\ud558\uac8c \uc801\uc6a9\ub41c\ub2e4.<\/p>\n\n\n\n<p><em>w<\/em>&nbsp;.&nbsp;<em>x<\/em>&nbsp;+&nbsp;<em>b<\/em>\ub97c \uc5f0\uc0b0\uc740 matrix\uc758 \uacf1\uc148\uacfc \ub367\uc148\ub9cc \uc218\ud589\ud558\uba74 \ub41c\ub2e4. activation function <em>f<\/em> \ub294  \ubaa8\ub378\uc5d0 \ube44\uc120\ud615\uc801\uc778 \ud2b9\uc131\uc744 \ubc18\uc601\ud55c\ub2e4. \ub2e4\uc591\ud55c activation function\uc744 \uc77c\ubc18\uc801\uc73c\ub85c \uc801\uc6a9\uba70 \uc5ec\uae30\uc11c\ub294 Ramp(or ReLU &#8211; Rectified Linear Unit)\ub97c \uc801\uc6a9\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img48.png\" alt=\"\" style=\"width:622px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc2e0\uacbd\ub9dd\uc774 \uc218\ud589\ud558\ub294 \uac01 task\ub9c8\ub2e4 \uac01\uae30 \ub2e4\ub978 \uac00\uc911\uce58(weight)\ub97c \uc801\uc6a9\ud55c\ub2e4. \ub098\uc911\uc5d0 \uc124\uba85\ud558\uaca0\uc9c0\ub9cc \uc774 \uac00\uc911\uce58\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0d8\ud50c\ub370\uc774\ud130\ub85c\ubd80\ud130 \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a8 \uacb0\uacfc\ub85c \uc5bb\uc5b4\uc9c4\ub2e4.<\/p>\n\n\n\n<p>\uad81\uadf9\uc801\uc73c\ub85c \ubaa8\ub4e0 \uc2e0\uacbd\ub9dd\uc740 \ud50c\uc5b4\uc4f0\uba74 \ud63c\ub780\uc2a4\ub7ec\uc6cc \ubcf4\uc774\uaca0\uc9c0\ub9cc \uc218\ud559\uc801\uc778 function\uc73c\ub85c \ucd5c\uc885 \uadc0\uacb0\ub41c\ub2e4. \uc704\uc758 \uc608\uc81c\ub294 \uc544\ub798\uc640 \uac19\uc740 \uc2dd\uc774 \ub420 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img49.png\" alt=\"\" style=\"width:561px;height:auto\"\/><\/figure>\n\n\n\n<p>ChatGPT\uc758 \uc2e0\uacbd\ub9dd\ub3c4 \uc591\uc774 \uc5c4\uccad \ub9ce\uaca0\uc9c0\ub9cc \uc774\uc640 \uc720\uc0ac\ud55c \uc218\ud559\uc801 \ud568\uc218\ub85c \ud45c\ud604\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p>\uc774\uc81c \uac01\uac01\uc758 \uac1c\ubcc4 \ub274\ub7f0\uc73c\ub85c \ub3cc\uc544\uac00\ubcf4\uc790. \uc544\ub798 \uadf8\ub9bc\uc740 2\uac1c\uc758 input\uc744 \uac16\ub294 \ub274\ub7f0\uc774 \ub2e4\uc591\ud55c \uac00\uc911\uce58(weight)\uc640 \uc0c1\uc218\ub97c \uac16\ub294(activation function\uc73c\ub85c Ramep\ub97c \uc801\uc6a9) function\uc758 \uc608\ub97c \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img50.png\" alt=\"\" style=\"width:553px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc704\uc758 \uc608\uc81c\ubcf4\ub2e4 \ub354 \ud070 \ub124\ud2b8\uc6cc\ud06c\ub294 \uc5b4\ub5bb\uac8c \ub420\uae4c? \uc544\ub798 \uadf8\ub9bc\uc740 \ub354 \ud070 \ub124\ud2b8\uc6cc\ud06c\uac00 \uc5f0\uc0b0\ud558\uba74 \uc5b4\ub5bb\uac8c \ubcf4\uc774\ub294\uc9c0\ub97c \ub098\ud0c0\ub0b8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img51.png\" alt=\"\" style=\"width:576px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774 \uadf8\ub9bc\uc740 \uc815\ud655\ud55c \uc810\uc774\ub77c\uae30\ubcf4\ub2e4 \uc704\uc5d0\uc11c \ubd24\ub358 \uadfc\uc811\ud55c \uc810 function\uc5d0 \uac00\uae5d\ub2e4. <\/p>\n\n\n\n<p>\ub2e4\ub978 \uc2e0\uacbd\ub9dd\uc5d0\uc11c\ub294 \uc5b4\ub5bb\uac8c \ub418\ub294\uc9c0 \ud55c\ubc88 \ubcf4\uc790. \ub098\uc911\uc5d0 \uc124\uba85\ud558\uaca0\uc9c0\ub9cc \uac01 Case\uc5d0\uc11c \uac00\uc7a5 \uc801\uc808\ud55c \uac00\uc911\uce58\ub97c \ucc3e\uae30 \uc704\ud574 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud55c\ub2e4. \ub2e4\uc74c \uadf8\ub9bc\uc740 \uc774\ub807\uac8c \ucc3e\uc740 \uac00\uc911\uce58\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc774 \uc5f0\uc0b0\ud558\ub294 \uac83\uc744 \ubcf4\uc5ec \uc900\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img52.png\" alt=\"\" style=\"width:589px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc77c\ubc18\uc801\uc73c\ub85c \ub124\ud2b8\uc6cc\ud06c\uac00 \ud074\uc218\ub85d function\uc740 \ud574\uacb0\ud558\ub824\ub294 \uac12\uc744 \ub354 \uc815\ud655\ud558\uac8c \uacc4\uc0b0\ud55c\ub2e4. \uadf8\ub9ac\uace0 \uc77c\ubc18\uc801\uc73c\ub85c \uac01 &#8220;attractor basin&#8221;\uc758 \uc911\uc2ec\ubd80\uc77c\uc218\ub85d \ub354 \uc815\ud655\ud55c \ud574\ub2f5\uc744 \uc5bb\uc744 \uc218 \uc788\ub2e4. \uadf8\ub7ec\ub098 \uacbd\uacc4\uc120(\uac00\uc7a5\uc790\ub9ac) \uc601\uc5ed\uc5d0\uc11c\ub294 \uc2e0\uacbd\ub9dd\uc774 \uacb0\uc815\ud558\ub294\ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc73c\uba70 \uadf8 \uacb0\uacfc\uac00 \ud63c\ub780\uc2a4\ub7ec\uc6b8 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p>\uc774\uc640 \uac19\uc774 \uc2ec\ud50c\ud55c \uc218\ud559\uc801 \uc2a4\ud0c0\uc77c\uc758 &#8220;\uc778\uc2dd \uc791\uc5c5(recognition task)&#8221;\uc744 \ud65c\uc6a9\ud558\uba74  \uc815\ub2f5\uc774 \ubb34\uc5c7\uc778\uc9c0 \uba85\ud655\ud558\ub2e4. \uadf8\ub7ec\ub098 \uc190\uc73c\ub85c \uc791\uc131\ub41c \uc22b\uc790\ub97c \uc778\uc2dd\ud558\ub294 \ubb38\uc81c\uc758 \uacbd\uc6b0 \uadf8\ub9ac \uba85\ud655\ud558\uc9c0 \ubabb\ud558\ub2e4. \uc22b\uc790 &#8220;2&#8221;\ub97c \ub108\ubb34 \uc774\uc0c1\ud558\uac8c \uc368\uc11c &#8220;7&#8221; \ub610\ub294 \ub2e4\ub978 \uc22b\uc790\ub85c \ubcf4\uc778\ub2e4\uba74 \uc5b4\ub5a8\uae4c?  \uc2e0\uacbd\ub9dd\uc774 \uc22b\uc790\ub97c \uc5b4\ub5bb\uac8c \uad6c\ubd84\ud558\ub294\uc9c0 \uc5ec\uc804\ud788 \uc9c8\ubb38\ud560 \uc218 \uc788\uc73c\uba70 \uc774\ub294 \uc5b4\ub5a4 \uc2e4\ub9c8\ub9ac\ub97c \uc81c\uacf5\ud55c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img53.png\" alt=\"\" style=\"width:386px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc2e0\uacbd\ub9dd\uc774 \uc774\ub7f0 \uad6c\ubd84\uc744 \uc218\ud559\uc801\uc73c\ub85c \uc5b4\ub5bb\uac8c \ud558\ub294\uc9c0 \ub9d0\ud560 \uc218 \uc788\uc744\uae4c? \uc5b4\ub835\ub2e4. \uadf8\ub0e5 \uc2e0\uacbd\ub9dd\uc774 \uacc4\uc0b0\ud558\ub294 \uac83\uc774\ub2e4\ub77c\uace0 \ub9d0\ud560 \uac83\uc774\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub294 \uc778\uac04\uc774 \uad6c\ubd84\ud558\ub294 \ubc29\ubc95\uacfc \uac70\uc758 \ud761\uc0ac\ud558\ub2e4\ub294 \uac83\uc774 \ubc1d\ud600\uc84c\ub2e4.<\/p>\n\n\n\n<p>\uc880 \ub354 \uc815\uad50\ud55c \uc608\ub97c \ub4e4\uc5b4\ubcf4\uc790. \uace0\uc591\uc774\uc640 \uac1c\uc758 \uc0ac\uc9c4\uc774 \uc788\ub2e4\uace0 \ud558\uc790. \uadf8\ub9ac\uace0 \uc774\ub97c \uad6c\ubd84\ud558\ub3c4\ub85d \ud6c8\ub828\ub41c \uc2e0\uacbd\ub9dd\uc774 \uc788\ub2e4\uace0 \ud558\uc790. \uc544\ub798\ub294 \uc77c\ubd80 \uc608\uc81c\ub4e4\uc744 \ub300\uc0c1\uc73c\ub85c \uc5b4\ub5bb\uac8c \uc218\ud589\ud558\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img54.png\" alt=\"\" style=\"width:414px;height:auto\"\/><\/figure>\n\n\n\n<p>\uc774\uc81c \uc815\ub2f5\uc774 \ubb34\uc5c7\uc778\uc9c0 \ub354 \ubaa8\ud638\ud574\uc84c\ub2e4. \uace0\uc591\uc774 \uc637\uc744 \uc785\uc740 \uac1c\ub294 \uc5b4\ub5a8\uae4c? \uc5b4\ub5a4 \uc785\ub825\uc744 \ubc1b\uc544\ub4e4\uc774\ub354\ub77c\ub3c4 \uc2e0\uacbd\ub9dd\uc740 \uc0ac\ub78c\uc774 \ud558\ub294 \uac83\ucc98\ub7fc \uc77c\uad00\ub418\uac8c \ub2f5\uc744 \ub9cc\ub4e4\uc5b4 \ub0bc \uac83\uc774\ub2e4. \uc55e\uc5d0\uc11c \ub9d0\ud55c \uac83\ucc98\ub7fc \uc5b4\ub5a4 \uc6d0\uce59\uc744 \ud1b5\ud574 \uc720\ucd94\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc740 \uc0ac\uc2e4\uc774 \uc544\ub2c8\ub2e4. \uc801\uc5b4\ub3c4 \ud2b9\uc815 \ub3c4\uba54\uc778\uc5d0\uc11c\ub294 \ub2e8\uc9c0 \uacbd\ud5d8\uc744 \ud1b5\ud574 \uadf8\ub807\uac8c \ubcf4\uc778\ub2e4\ub294 \uac83\uc744 \uc54c\uc544\ub0c8\uc744 \ubfd0\uc774\ub2e4. \uadf8\ub7ec\ub098 \uc774\uac83\uc774 \uc2e0\uacbd\ub9dd\uc774 \uc65c \uc720\uc6a9\ud55c\uc9c0 \uc911\uc694\ud55c\uc9c0\uc5d0 \ub300\ud55c \uc6d0\uc778\uc774 \ub418\uae30\ub3c4 \ud55c\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc0ac\ub78c\uc774 \ud558\ub294 \uac83\ucc98\ub7fc\uc744 \uc7a1\uc544\ub0bc \uc218 \uc788\uae30 \ub54c\ubb38\uc774\ub2e4.<\/p>\n\n\n\n<p>\uc9c1\uc811 \uace0\uc591\uc774 \uc0ac\uc9c4\uc744 \ub4e4\uace0 &#8220;\uc774 \uc0ac\uc9c4\uc774 \uc65c \uace0\uc591\uc774\uc77c\uae4c?&#8221;\ub77c\ub85c \uc2a4\uc2a4\ub85c \uc9c8\ubb38\uc744 \ud574\ubcf4\ub77c. &#8220;\uae00\uc384 \ubfb0\uc871\ud55c \uadc0\uac00 \ubcf4\uc774\uace0 .. &#8220;\uc640 \uac19\uc774 \ub9d0\ud558\uae30 \uc2dc\uc791\ud560 \uac83\uc774\ub2e4. \uadf8\ub7ec\ub098 \uc65c \uadf8 \uc0ac\uc9c4\uc744 \uace0\uc591\uc774\ub85c \uc778\uc2dd\ud588\ub294\uc9c0 \uc124\uba85\ud558\uae30\uac00 \uc27d\uc9c0 \uc54a\uc744 \uac83\uc774\ub2e4. \uc5b4\uca4c\uba74 \ub2e8\uc9c0 \ub450\ub1cc\uc5d0\uc11c \uadf8\ub807\uac8c \uc778\uc2dd\ud588\uae30 \ub54c\ubb38\uc77c \uac83\uc774\ub2e4. \uadf8\ub7ec\ub098 \ub450\ub1cc \ub0b4\ubd80\uc5d0\uc11c \uc5b4\ub5a4 \uc77c\uc774 \ubc1c\uc0dd\ud558\ub294\uc9c0 \uc54c\uc544 \ubcfc \ubc29\ubc95\uc774 \uc5c6\ub2e4. \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc5d0\uc11c\ub294 \uc5b4\ub5a8\uae4c? \uace0\uc591\uc774 \uc0ac\uc9c4\uc744 \ubcf4\uc5ec \uc92c\uc744 \ub54c \uac01 \ub274\ub7f0\uc5d0\uc11c \uc5b4\ub5a4 \uc77c\uc744 \ud558\ub294\uc9c0 \uc9c1\uc811 \ud655\uc778\ud574 \ubcfc \uc218 \uc788\ub2e4. \uadf8\ub7ec\ub098 \uc77c\ubc18\uc801\uc73c\ub85c \uae30\ubcf8\uc801\uc778 \uc2dc\uac01\ud654\ub97c \ud558\ub294 \uac83\ub3c4 \ub9e4\uc6b0 \uc5b4\ub835\ub2e4.<\/p>\n\n\n\n<p>\uc704\uc758\uac00\uae4c\uc6b4 \uc9c0\uc810\uc744 \ucc3e\ub294 \ubb38\uc81c\uc5d0\uc11c\uc758 \ub9c8\uc9c0\ub9c9 \uc2e0\uacbd\ub9dd\uc740 17\uac1c\uc758 \ub274\ub7f0\uc744 \uc0ac\uc6a9\ud588\ub2e4. \uc190\uc73c\ub85c \uc4f4 \uc22b\uc790\ub97c \uc778\uc2dd\ud558\ub294 \uc2e0\uacbd\ub9dd\uc5d0\uc11c\ub294 2190\uac1c\uc758 \ub274\ub7f0\uc774 \uc0ac\uc6a9\ub418\uc5c8\ub2e4. \uace0\uc591\uc774\uc640 \uac1c\ub97c \uc778\uc2dd\ud558\ub294\ub370 \uc0ac\uc6a9\ud55c \uc2e0\uacbd\ub9dd\uc740 60,650\uac1c\uc758 \ub274\ub7f0\uc744 \uc0ac\uc6a9\ud588\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c 60,650\ucc28\uc6d0\uc758 \uacf5\uac04\uc744 \uc2dc\uac01\ud654 \ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc5b4\ub835\ub2e4. \uadf8\ub7ec\ub098 \uc774\uac83\uc740 \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc124\uc815\ub41c \ub124\ud2b8\uc6cc\ud06c\uc774\uae30 \ub54c\ubb38\uc5d0 pixel\ub4e4\uc758 \ubc30\uc5f4\ucc98\ub7fc \ub274\ub7f0\uc73c\ub85c \uad6c\uc131\ub41c \ub9ce\uc740 Layer\ub4e4\uc774 \ubc30\uc5f4(array)\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\ub2e4. <\/p>\n\n\n\n<p>\uc804\ud615\uc801\uc778 \uace0\uc591\uc774 \uc0ac\uc9c4\uc744 \uc608\ub85c \ub4e4\uba74<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img55.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\uccab\ubc88\uc9f8 Layer\uc5d0\uc11c\uc758 \ub274\ub7f0\uc758 \uc0c1\ud0dc\ub294 \ud30c\uc0dd\ub41c \uc774\ubbf8\uc9c0\uc758 \ubb36\uc74c\uc73c\ub85c \ud45c\ud604\ud560 \uc218 \uc788\ub2e4. \uc774\ub4e4 \uc0ac\uc9c4\uc911\uc5d0 \ub9ce\uc740 \ubd80\ubd84\uc740 \ubc30\uacbd\uc774 \uc5c6\ub294 \uace0\uc591\uc774, \ub610\ub294 \ud14c\ub450\ub9ac\ub85c \ud45c\ud604\ud55c \uace0\uc591\uc774 \ub4f1\uc73c\ub85c \ud574\uc11d\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img56.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>10\ubc88\uc9f8 Layer\uc815\ub3c4\uae4c\uc9c0 \uc9c4\ud589\ub418\uba74 \uc5b4\ub5a4 \uac83\uc774 \ud45c\ud604\ub418\uace0 \uc788\ub294\uc9c0 \uc54c\uc544\ucc44\uae30 \ud798\ub4e4\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/content.wolfram.com\/sites\/43\/2023\/02\/sw021423img57.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uc77c\ubc18\uc801\uc73c\ub85c \uc2e0\uacbd\ub9dd\uc740 \uc5b4\ub5a4 \ud2b9\uc9d5\uc744 \ubf51\uc544\ub0b4\uace0(\ubfb0\uc871\ud55c \uadc0\uac00 \uc774\ub4e4 \uc911 \ud558\ub098\uc77c \uc218 \uc788\uc74c) \uc774\ub97c \ud65c\uc6a9\ud574\uc11c \uc774\ubbf8\uc9c0\uac00 \ubb34\uc5c7\uc744 \ub098\ud0c0\ub0b4\ub294\uc9c0 \uacb0\uc815\ud55c\ub2e4\uace0 \ub9d0\ud55c\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub4e4 \ud2b9\uc9d5\ub4e4\uc774 \uc6b0\ub9ac\uac00 \ub9d0\ud558\ub294 \ubfb0\uc871\ud55c \uadc0\uc640 \uac19\uc740 \uac83\ub4e4\uc77c\uae4c? \ub300\ubd80\ubd84\uc774 \uadf8\ub807\uc9c0 \uc54a\uc744 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>\uc6b0\ub9ac\uc758 \ub450\ub1cc\ub3c4 \uc774\uc640 \uc720\uc0ac\ud55c \uae30\ub2a5\ub4e4\uc744 \uc0ac\uc6a9\ud560\uae4c? \ub300\ubd80\ubd84 \uc6b0\ub9ac\ub294 \uc54c\uc9c0 \ubabb\ud55c\ub2e4. \uadf8\ub7ec\ub098 \uc55e\uc5d0\uc11c \ubd24\ub358 \uac83\ucc98\ub7fc \uc2e0\uacbd\ub9dd\uc758 \ucc98\uc74c \uc77c\ubd80 Layer\ub294 \uac1c\uc640 \uac19\uc740 \uc774\ubbf8\uc9c0 \ud2b9\uc9d5\uc744 \ubf51\uc544\ub0b8\ub2e4\ub294 \uac83\uc5d0 \uc8fc\ubaa9\ud560\ub9cc \ud558\ub2e4. \uc5ec\uae30\uc11c \ub9d0\ud558\ub294 \uc774\ubbf8\uc9c0\uc758 \ud2b9\uc9d5\uc740 \ub450\ub1cc\uc758 \uc2dc\uac01\ucc98\ub9ac\uc758 \ucd5c\ucd08 \ub2e8\uacc4\uc5d0\uc11c \ubf51\uc544\ub0b8 \uac83\uacfc \uc720\uc0ac\ud558\ub2e4. <\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 \uc2e0\uacbd\ub9dd\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub294 &#8220;\uace0\uc591\uc778 \uc778\uc2dd \uc6d0\ub9ac&#8221;\ub97c \ucc3e\ub294\ub2e4\uace0 \ud558\uc790. \uadf8\ub807\ub2e4\uba74 \uc774\ub807\uac8c \ub9d0\ud560 \uc218 \uc788\ub2e4. &#8220;\uc790 \ubcf4\uc138\uc694, \uc774\uacf3 \ud2b9\uc720\ud55c \uc2e0\uacbd\ub9dd\uc774 \uadf8\uac83\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.&#8221; \uadf8\ub7ec\uc790\ub9c8\uc790 \uc774\uac83\uc774 \uc5bc\ub9c8\ub098 \uc5b4\ub824\uc6b4 \ubb38\uc81c\uc778\uc9c0 \uc554\uc2dc\ud574 \uc904 \uac83\uc774\ub2e4(\uc608\ub97c \ub4e4\uba74, \uc5bc\ub9c8\ub098 \ub9ce\uc740 \ub274\ub7f0\uacfc Layer\ub4e4\uc774 \ud544\uc694\ud55c\uc9c0). \uadf8\ub7ec\ub098 \uc801\uc5b4\ub3c4 \ud604\uc7ac\ub85c\uc11c\ub294 \uc2e0\uacbd\ub9dd\uc774 \ubb34\uc5c7\uc744 \ud558\ub294\uc9c0\uc5d0 \ub300\ud574 \uc124\uba85\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \ucc3e\uc9c0 \ubabb\ud558\uace0 \uc788\ub2e4. \uc544\ub9c8\ub3c4 \uc774\ub294 computationally irreducible\ud558\uae30 \ub54c\ubb38\uc77c \uac83\uc774\ub2e4. \uadf8\ub9ac\uace0 \uac01 \ub2e8\uacc4\ub97c \uc9c1\uc811 \ucd94\uc801\ud558\uc9c0 \uc54a\uace0\uc11c\ub294 \ub0b4\ubd80\uc5d0\uc11c \ubb34\uc5c7\uc744 \ud558\uace0 \uc788\ub294\uc9c0 \uc54c\uc544\ub0bc \uc218 \uc788\ub294 \ubc29\ubc95\uc774 \uc5c6\ub2e4. \ub610\ub294 \uacfc\ud559\uc744 \uc544\uc9c1 \ubc1c\uacac\ud558\uc9c0 \ubabb\ud588\uac70\ub098 \ub0b4\ubd80\uc5d0\uc11c \uc5b4\ub5a4 \uac83\uc774 \ub3d9\uc791\ud558\ub294\uc9c0\ub97c \uc694\uc57d\ud560 \uc218 \uc788\ub294 &#8220;\uc790\uc5f0\ubc95\uce59&#8221;\uc744 \ud655\uc778\ud558\uc9c0 \ubabb\ud588\uae30 \ub54c\ubb38\uc77c \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>ChatGPT\ub97c \ud65c\uc6a9\ud558\uc5ec \uc5b8\uc5b4\uc0dd\uc131\uc5d0 \ub300\ud574 \uc598\uae30\ud560 \ub54c\ub3c4 \uc774\uc640 \uc720\uc0ac\ud55c \uc774\uc288\ub97c \uc811\ud558\uac8c \ub41c\ub2e4. \ub2e4\uc2dc\ub9d0\ud574 \uc9c0\uae08 \ud558\ub294 \uac83\uc744 \uc694\uc57d\ud558\ub294 \ubc29\ubc95\uc774 \uc788\uc744\uc9c0\uc5d0 \ub300\ud574\uc11c\ub3c4 \uba85\ud655\ud558\uc9c0 \uc54a\ub2e4. \uadf8\ub7ec\ub098 \ud48d\ubd80\ud558\uace0 \uc12c\uc138\ud55c \uc5b8\uc5b4\uac00 \uc774\ubbf8\uc9c0\ub85c \uac00\ub2a5\ud588\ub358 \uac83\ubcf4\ub2e4 \ud55c\ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ucf1c \uc904 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uba38\uc2e0\ub7ec\ub2dd, \uadf8\ub9ac\uace0 \uc2e0\uacbd\ub9dd \ud559\uc2b5(Machine Learning, and the Training of Neural Nets)<\/h2>\n","protected":false},"excerpt":{"rendered":"<p>2022\ub14411\uc6d4 ChatGPT\ub97c \ucc98\uc74c \uc811\ud558\ub358 \ub0a0 \ub0b4\uac00 \ubc1b\uc740 \uc778\uc0c1\uc744 \uc544\uc9c1\ub3c4 \uc0dd\uc0dd\ud558\uac8c \uae30\uc5b5\ud55c\ub2e4. \ud504\ub86c\ud504\ud2b8 \ub4a4\uc5d0\ub294 \uc0ac\ub78c\uc774 \uc9c1\uc811 \uc785\ub825\uc744 \ud558\uace0 \uc788\ub2e4\ub294 \uc6b0\uc2a4\uac8c \uc18c\ub9ac\ub3c4 \uc788\uc5c8\ub2e4. \ub0b4\uac00 \uc9c8\ubb38\ud55c \ub2f5\uc744 \uae30-\uc2b9-\uc804-\uacb0\uc5d0 \ub9de\ucd94\uc5b4 \uad70\ub354\ub354\uae30 \uc5c6\uc774 \uae54\ub054\ud558\uac8c \uc124\uba85\uc744 \ud574\uc8fc\ub2e4\ub2c8&#8230; \uadf8\uac83\ub3c4 \uc624\ub958\uc5c6\uc774. \uc774\uac8c \uac00\ub2a5\ud558\ub2e8 \ub9d0\uc778\uac00! \ub354\uad6c\ub098 \ud504\ub85c\uadf8\ub798\ubc0d \uad00\ub828 \uc9c8\ubb38\uc5d0 Boilerplate Code\ub97c \uacc1\ub4e4\uc778 \ub2f5\uc744 \ubc49\uc5b4 \ub0b4\ub294 \uac83\uc744 \ubcf4\uba70\uc11c \uc774\uc81c \uc815\ub9d0 \uac1c\ubc1c\uc790\uc758 \uc885\ub9d0\uc744 \ubcf4\uac8c \ub420 \uac83\uc778\uac00\ub780 \uc57d\uac04\uc758 \ub450\ub824\uc6c0\ub3c4 \uc788\uc5c8\uc9c0\ub9cc ChatGPT\uac00 \ub0b4\ubd80\uc5d0\uc11c \uc5b4\ub5a4 \uacfc\uc815\uc744 \uac70\uce58\uae30\uc5d0 \uc774\ub7f0 \ub180\ub77c\uc6b4 \uacb0\uacfc\ub97c \ub9cc\ub4e4\uc5b4\ub0b4\ub294\uc9c0 \uad81\uae08\ud574 \uc9c0\uc9c0 \uc54a\uc744 \uc218\uac00 \uc5c6\uc5c8\ub2e4. GPT \uc774\uc804\uc758 AI\ub294 \uc8fc\ub85c \uc218\ud559\uc801\uc778 \uc124\uba85\uc744 \ud1a0\ub300\ub85c \ubbf8\ub798\ub97c&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/skanto.co.kr\/?p=866\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[14],"tags":[86,87,85],"class_list":["post-866","post","type-post","status-publish","format-standard","hentry","category-sw-development","tag-at","tag-chatgpt","tag-85"],"_links":{"self":[{"href":"https:\/\/skanto.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/866","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skanto.co.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skanto.co.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skanto.co.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/skanto.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=866"}],"version-history":[{"count":150,"href":"https:\/\/skanto.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/866\/revisions"}],"predecessor-version":[{"id":1073,"href":"https:\/\/skanto.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/866\/revisions\/1073"}],"wp:attachment":[{"href":"https:\/\/skanto.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=866"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skanto.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=866"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skanto.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=866"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}