{"id":17802,"date":"2024-06-04T00:00:00","date_gmt":"2024-06-03T16:00:00","guid":{"rendered":"https:\/\/arthistorystrolls.com\/?p=17802"},"modified":"2024-05-24T13:59:17","modified_gmt":"2024-05-24T05:59:17","slug":"%e8%88%87a-i-%e4%b8%80%e5%90%8c%e7%ad%96%e5%b1%95%ef%bc%9f%e4%bb%a5%e8%87%ba%e5%b8%ab%e5%a4%a7%e8%97%9d%e5%8f%b2%e6%89%80%e3%80%8c%e7%a7%98%e5%be%91-%e5%bc%b5%e8%90%ac%e5%82%b3-2","status":"publish","type":"post","link":"https:\/\/arthistorystrolls.com\/?p=17802","title":{"rendered":"\u8207A.I.\u4e00\u540c\u7b56\u5c55\uff1f\u4ee5\u81fa\u5e2b\u5927\u85dd\u53f2\u6240\u300c\u79d8\u5f91\u2014\u2014\u5f35\u842c\u50b3\u7279\u5c55\u300d\u70ba\u4f8b\u4e4b\u4e8c\uff1a\u5716\u6587\u4e92\u7fa9\u8207\u751f\u6210"},"content":{"rendered":"\n

\u4f5c\u8005\uff1a\u674e\u7d39\u52e4\u3001Nevilla Isaac\u3001Merve Safak<\/p>\n\n\n\n

\u7de8\u4fee\uff1a\u8521\u5bb6\u4e18<\/p>\n\n\n\n

\u73fe\u4eca\u70ba\u4e86\u63d0\u5347\u89c0\u5c55\u9ad4\u9a57\uff0c\u6574\u5408\u4eba\u5de5\u667a\u6167\uff08\u4ee5\u4e0b\u7c21\u7a31AI\uff09\u6210\u70ba\u4e86\u4e00\u7a2e\u5f15\u4eba\u6ce8\u76ee\u7684\u5275\u65b0\u65b9\u5f0f\u548c\u53c3\u8207\u9014\u5f91\u3002\u5728\u672c\u6b21\u7684\u7b56\u5c55\u904e\u7a0b\u4e2d\uff0c\u6211\u5011\u5617\u8a66\u4f7f\u7528\u524d\u76ee\u524d\u851a\u70ba\u98a8\u6f6e\u7684ChatGPT-3.5\u4f5c\u70ba\u8f14\u52a9\u5de5\u5177\uff0c\u8a66\u5716\u63a2\u8a0eAI\u5c0d\u65bc\u7b56\u5c55\u5de5\u4f5c\u7684\u5f71\u97ff\u3002<\/p>\n\n\n\n

\u904b\u7528ChatGPT\u70ba\u756b\u4f5c\u547d\u540d<\/mark><\/strong><\/p>\n\n\n\n

\u9996\u5148\uff0c\u6211\u5011\u63a2\u7d22\u7684\u76ee\u6a19\u662f\u5c0b\u6c42\u5982\u4f55\u5c07AI\u6709\u6548\u5730\u6574\u5408\u5230\u7b56\u5c55\u5de5\u4f5c\u4e2d\u3002\u9019\u6b21\u7684\u300c\u79d8\u5883\u2014\u2014\u5f35\u842c\u50b3\u7279\u5c55 Unveil paths: A Journey Through Landscape\u300d\uff0c\u4e0d\u540c\u65bc\u5f35\u842c\u50b3\u77e5\u540d\u7684\u9b5a\u7cfb\u5217\u4f5c\u54c1\uff0c\u6211\u5011\u5c55\u51fa\u7684\u5341\u516b\u5e45\u98a8\u666f\u756b\uff0c\u756b\u5bb6\u751f\u524d\u90fd\u6c92\u6709\u4e88\u4ee5\u547d\u540d\u3002\u5fb5\u5f97\u5f35\u842c\u50b3\u89aa\u5c6c\u9ec3\u79cb\u83ca\u5973\u58eb\u7684\u540c\u610f\u5f8c\uff0c\u6211\u5011\u7684\u7b56\u5c55\u5718\u968a\u6709\u4e86\u70ba\u5176\u547d\u540d\u7684\u5bf6\u8cb4\u6a5f\u6703\u3002<\/p>\n\n\n\n

\u56e0\u6b64\u6211\u5011\u4e3b\u8981\u7684\u76ee\u6a19\u4e4b\u4e00\u662f\u5229\u7528AI\u70ba\u5c55\u89bd\u4e2d\u7684\u85dd\u8853\u4f5c\u54c1\u751f\u6210\u6a19\u984c\u3002\u9019\u500b\u904e\u7a0b\u6d89\u53ca\u904b\u7528AI\u6f14\u7b97\u6cd5\uff0c\u5206\u6790\u85dd\u8853\u4f5c\u54c1\u7684\u5404\u7a2e\u5143\u7d20\uff0c\u5305\u62ec\u900f\u904e\u5176\u6587\u5b57\u6558\u8ff0\u63d0\u4f9b\u7684\u8996\u89ba\u7d44\u6210\u3001\u4e3b\u984c\u5167\u5bb9\u548c\u80cc\u666f\u53c3\u8003\u3002\u96d6\u7136\u6211\u5011\u81ea\u5df1\u770b\u5230\u4f5c\u54c1\u756b\u9762\u5f8c\u4e5f\u53ef\u4ee5\u7c21\u5feb\u5730\u547d\u540d\uff0c\u4f46\u662f\u900f\u904e\u6a5f\u5668\u5b78\u7fd2\u80fd\u529b\uff0cAI\u7cfb\u7d71\u53ef\u4ee5\u7522\u751f\u6982\u62ec\u6bcf\u5e45\u4f5c\u54c1\u672c\u8cea\u7684\u6a19\u984c\uff0c\u6216\u8a31\u80fd\u70ba\u89c0\u773e\u63d0\u4f9b\u4e00\u500b\u4e0d\u540c\u65bc\u4ee5\u5f80\u7684\u65b0\u9bae\u8996\u89d2\u3002<\/p>\n\n\n\n

\u5728\u9032\u5165\u672c\u6b21\u7684\u5be6\u4f5c\u4e4b\u524d\uff0c\u8b93\u6211\u5011\u518d\u91cd\u65b0\u601d\u8003\u4e00\u4e0bChatGPT\u662f\u4ec0\u9ebc\uff1f<\/p>\n\n\n\n

ChatGPT\u662f\u65bc2022\u5e7411\u6708\u7531OpenAI\u6240\u958b\u767c\u7684\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u7a0b\u5f0f\uff0c\u901a\u904eGPT\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u8a13\u7df4\uff0c\u7576\u4f7f\u7528\u8005\u8f38\u5165\u554f\u984c\u6642\uff0cChatGPT\u53ef\u4ee5\u7528\u4eba\u985e\u81ea\u7136\u5c0d\u8a71\u7684\u65b9\u5f0f\uff0c\u7522\u751f\u76f8\u61c9\u7684\u56de\u8986\u3002ChatGPT\u53ef\u7528\u65bc\u8cc7\u8a0a\u67e5\u8a62\u3001\u6587\u5b57\u5beb\u4f5c\uff08\u5287\u672c\u3001\u4f01\u5283\u3001\u7ffb\u8b6f\u7b49\uff09\u3001\u7a0b\u5f0f\u5beb\u4f5c\u7b49\u591a\u7a2e\u9818\u57df\u3002\u76ee\u524dChatGPT\u5171\u5169\u500b\u7248\u672cGPT-3.5\u53caGPT-4\uff0c\u6211\u5011\u9019\u6b21\u4f7f\u7528\u7684\u70ba\u514d\u8cbb\u7248\u672c\u7684GPT-3.5\uff0c\u5fc5\u9808\u5148\u8a3b\u518a\u6703\u54e1\u624d\u80fd\u4f7f\u7528\u3002<\/p>\n\n\n\n

\u7136\u800c\u6211\u5011\u5f88\u5feb\u5c31\u9762\u81e8\u96e3\u984c\uff0c\u76ee\u524dChatGPT 3.5\u7684\u7248\u672c\u4e2d\u4e0d\u63d0\u4f9b\u4e0a\u50b3\u5716\u7247\u4e26\u5206\u6790\u7684\u529f\u80fd\u3002\u9019\u8b93\u6211\u5011\u60f3\u5230\u7d04\u7ff0\u30fb\u4f2f\u683c\u5728\u5176\u8457\u4f5c\u300a\u89c0\u770b\u7684\u65b9\u5f0f\u300b\u63d0\u53ca\uff1a\u300c\u89c0\u770b\u5148\u65bc\u8a9e\u8a00\u3002\u5b69\u7ae5\u5148\u6703\u89c0\u770b\u548c\u8fa8\u8b58\uff0c\u63a5\u8457\u624d\u6703\u8aaa\u8a71\u3002\u300d\u5728\u85dd\u8853\u8a55\u8ad6\u8207\u85dd\u8853\u7814\u7a76\u9818\u57df\u4e2d\u6211\u5011\u4ef0\u8cf4\u8996\u89ba\u3001\u807d\u89ba\u7b49\u611f\u5b98\uff0c\u4ee5\u53ca\u6b77\u53f2\u80cc\u666f\u3001\u6c11\u65cf\u6587\u5316\u7b49\u77e5\u8b58\u4f86\u5354\u52a9\u6211\u5011\u5206\u6790\u4e00\u4ef6\u4f5c\u54c1\uff0c\u5982\u679cChatGPT\u300c\u770b\u4e0d\u5230\u300d\uff0c\u90a3\u5b83\u8981\u5982\u4f55\u5206\u6790\u4e00\u4ef6\u4f5c\u54c1\u4e26\u70ba\u4ed6\u547d\u540d\u5462\uff1f<\/p>\n\n\n\n

\u900f\u904e\u4eba\u5de5\u63cf\u8ff0\u756b\u4f5c\u5167\u5bb9\u7d66\u300c\u770b\u4e0d\u898b\u300d\u7684ChatGPT<\/mark><\/strong><\/p>\n\n\n\n

\u6211\u5011\u7684\u7d44\u54e1\u63d0\u51fa\u4e86\u53e6\u4e00\u500b\u89e3\u6c7a\u8fa6\u6cd5\uff1a\u300c\u5982\u679cChatGPT\u53ea\u80fd\u8b80\u61c2\u6587\u5b57\uff0c\u70ba\u4f55\u6211\u5011\u4e0d\u300e\u8aaa\u300f\u4e00\u5e45\u756b\u7d66\u5b83\u807d\uff0c\u770b\u770b\u5b83\u6703\u7d66\u6211\u5011\u4ec0\u9ebc\u7b54\u6848\u3002\u300d<\/p>\n\n\n\n

\u5728\u53e4\u8001\u7684\u90e8\u843d\u88e1\uff0c\u6545\u4e8b\u6216\u6b77\u53f2\u4fbf\u662f\u7528\u5716\u50cf\u6216\u53e3\u8ff0\u7684\u65b9\u5f0f\u50b3\u905e\u4e0b\u53bb\uff0c\u56e0\u6b64\u6211\u5011\u6c7a\u5b9a\u7528\u4eba\u5de5\u63cf\u8ff0\u4e00\u5e45\u756b\u7684\u756b\u9762\u3010\u57161\u3011\u7d66ChatGPT\u7684\u65b9\u5f0f\uff0c\u770b\u770b\u5b83\u80fd\u5e36\u7d66\u6211\u5011\u4ec0\u9ebc\u6a23\u7684\u89e3\u7b54\u3002\u4ee5\u4e0b\u662f\u5176\u4e2d\u4e00\u500b\u5be6\u4f8b\uff1a<\/p>\n\n\n\n

\"\"<\/a>
\u3010\u57161\u3011\u5f35\u842c\u50b3\u98a8\u666f\u756b\u3002\u5716\u7248\u4f86\u6e90\uff1a\u4f5c\u8005\u63d0\u4f9b\u3002
\u300c\u9019\u662f\u4e00\u5e45\u5927\u6d77\u7684\u98a8\u666f\uff0c\u4e2d\u9593\u6709\u4e00\u584a\u5de8\u77f3\u3002\u6d77\u6d6a\u731b\u70c8\uff0c\u5929\u6c23\u5f88\u597d\uff0c\u6c92\u4ec0\u9ebc\u96f2\u3002\u300d<\/figcaption><\/figure>\n\n\n\n
\"\"<\/a>
\u3010\u57162\u3011ChatGPT\u756b\u9762\u3002\u5716\u7248\u4f86\u6e90\uff1a\u4f5c\u8005\u63d0\u4f9b\u3002<\/figcaption><\/figure>\n\n\n\n

ChatGPT\u7d66\u4e86\u5341\u500b\u4e0d\u4e00\u6a23\u7684\u547d\u540d\u3010\u57162\u3011\uff0c\u7576\u4e2d\u6709\u4e09\u500b\u4ee4\u6211\u5011\u611f\u5230\u5341\u5206\u9a5a\u8277\uff0c\u5206\u5225\u662fSolitude Amidst the Waves\u3001The Lone Sentinel\u3001Rock of Resilience\u3002\u7d93\u904e\u53cd\u8986\u8a0e\u8ad6\uff0c\u6211\u5011\u8a8d\u70baSolitude Amidst the Waves\u8cbc\u5207\u5730\u53cd\u6620\u756b\u9762\u4e2d\u6d6a\u6fe4\u570d\u7e5e\u5b64\u5bc2\u7684\u7901\u5ca9\uff0c\u7528\u6b64\u547d\u540d\u4f3c\u4e4e\u662f\u500b\u4e0d\u932f\u7684\u9078\u64c7\u3002<\/p>\n\n\n\n

\u904b\u7528CLIP-interrogator\u8f14\u52a9\u751f\u6210\u9069\u5408AI\u547d\u540d\u8207\u7e6a\u5716\u7684\u63d0\u793a\u8a5e<\/mark><\/strong><\/p>\n\n\n\n

\u6211\u5011\u4f9d\u7136\u597d\u5947\u65bcAI\u5982\u4f55\u5b8c\u6574\u7684\u5206\u6790\u3001\u5efa\u69cb\u4e26\u5c0d\u4f5c\u54c1\u547d\u540d\u3002\u5728\u4e0d\u8003\u616e\u4ed8\u8cbb\u7684\u60c5\u6cc1\u4e0b\uff0c\u6211\u5011\u4f7f\u7528\u4e86CLIP-interrogator\u9032\u884c\u5716\u50cf\u5206\u6790\uff0c\u518d\u4ea4\u7531ChatGPT 3.5\u91cd\u65b0\u547d\u540d\uff0c\u4e26\u7531Leonardro.AI\u901a\u904e\u63d0\u793a\u8a5e\u7e6a\u5716\u3002<\/p>\n\n\n\n

\"\"
\u3010\u57163\u3011CLIP-interrogator\u756b\u9762\u3002\u5716\u7248\u4f86\u6e90\uff1a\u4f5c\u8005\u63d0\u4f9b\u3002<\/figcaption><\/figure>\n\n\n\n

CLIP-interrogator\u53ef\u4ee5\u904b\u7528\u6a21\u578b\u5206\u6790\u5716\u7247\uff0c\u751f\u6210\u9069\u5408AI\u7e6a\u5716\u7684\u63d0\u793a\u8a5e \u3002\u6b04\u4f4d\u4e2d\u53ef\u4ee5\u9078\u64c7\u6a21\u578b\u53c3\u6578\uff0c\u9019\u6b21\u6211\u5011\u9078\u64c7\u9069\u5408\u5716\u50cf\u751f\u6210\u6a21\u578bStable Diffusion 2\u7528\u7684\u8996\u89ba\u8f49\u63db\u6a21\u578bViT-H\u3002\u4e0d\u540c\u7684\u6a21\u578b\u53c3\u6578\u53ef\u4ee5\u8abf\u6574\u63d0\u793a\u8a5e\u7684\u54c1\u8cea\uff0c\u54c1\u8cea\u8d8a\u9ad8\u6240\u9700\u7684\u6642\u9593\u8d8a\u591a\u3002<\/p>\n\n\n\n

\u5c07\u5f35\u842c\u50b3\u7684\u98a8\u666f\u756bSolitude Amidst the Waves\uff08\u66ab\u5b9a\uff09\u8f38\u5165\u4e26\u7d93\u904e\u4e00\u6bb5\u6642\u9593\u7684\u7b49\u5f85\uff0c\u6211\u5011\u53ef\u4ee5\u5f97\u5230\u4ee5\u4e0b\u7684\u63d0\u793a\u8a5e\uff1a\u300cpainting of a rocky beach with waves crashing against the rocks, dulac, register, christopher, ; wide shot, color study, surf, panzer, ’20, ((water color)), 1128×191 resolution, sargent and raffaelo monti, rock star, hannah dodd, facing left, 1961, airy landscape\u300d\u3010\u57163\u3011<\/p>\n\n\n\n

\u6211\u5011\u53c8\u5c07\u63d0\u793a\u8a5e\u8f38\u5165\u81f3ChatGPT 3.5\uff0c\u770b\u770b\u9019\u4e9b\u63d0\u793a\u8a5e\u80fd\u5920\u751f\u6210\u4ec0\u9ebc\u6a23\u7684\u540d\u5b57\u3002<\/p>\n\n\n\n

\"\"<\/a>
\u3010\u57164\u3011ChatGPT\u756b\u9762\u3002\u5716\u7248\u4f86\u6e90\uff1a\u4f5c\u8005\u63d0\u4f9b\u3002<\/figcaption><\/figure>\n\n\n\n

ChatGPT\u7d66\u51fa\u4e86\u300cChristopher Dulac\u300a\u5ca9\u77f3\u6c34\u666f\u300b\u300d\uff08Rocky Waterscape\u76f4\u8b6f\uff09\u7684\u7b54\u6848\u3010\u57164\u3011\u3002\u9996\u5148\u6700\u8b93\u6211\u5011\u597d\u5947\u7684\u662fChristopher Dulac\u7a76\u7adf\u662f\u4f55\u65b9\u795e\u8056\uff1f\u7136\u800c\u7d93\u904e\u66f4\u6df1\u5165\u7684\u67e5\u8a62\uff0c\u6211\u5011\u78ba\u8a8d\u9019\u500b\u4e16\u754c\u4e0a\u4e0d\u5b58\u5728\u540d\u70baChristopher Dulac\u7684\u85dd\u8853\u5bb6\uff0c\u4e5f\u5c31\u662f\u8aaa\u9019\u500b\u540d\u5b57\u662fChatGPT\u675c\u64b0\u51fa\u4f86\u7684\u3002\u6487\u9664AI\u865b\u69cb\u756b\u5bb6\u7684\u90e8\u5206\uff0c\u55ae\u5c31\u4f5c\u54c1\u540d\u7a31\u4f86\u770b\uff0c\u78ba\u5be6\u662f\u500b\u6a38\u7d20\u3001\u7c21\u6f54\u53ef\u4ee5\u4ee3\u8868\u4e00\u7cfb\u5217\u63cf\u7e6a\u6d77\u908a\u5ca9\u77f3\u7684\u98a8\u666f\u756b\u7684\u540d\u7a31\u3002\u9019\u4e5f\u610f\u5473\u8457\u5c0d\u4f5c\u54c1\u547d\u540d\u6642\u82e5\u4e0d\u9700\u8981\u66f4\u8907\u96dc\u6216\u6982\u5ff5\u6027\u7684\u542b\u610f\uff0c\u5982\u99ac\u683c\u5229\u7279\u985b\u8986\u822c\u547d\u540d\u7684\u300a\u9019\u4e0d\u662f\u4e00\u500b\u7159\u6597\u300b\uff0c\u90a3\u9ebcAI\u4e5f\u80fd\u70ba\u85dd\u8853\u54c1\u547d\u540d\u63d0\u4f9b\u53e6\u4e00\u7a2e\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

\"\"<\/a>
\u3010\u57165\u3011Leonardro.AI\u7e6a\u88fd\u5716\u7247\u3002\u5716\u7248\u4f86\u6e90\uff1a\u4f5c\u8005\u63d0\u4f9b\u3002<\/figcaption><\/figure>\n\n\n\n
\"\"<\/a>
\u3010\u57166\u3011Leonardro.AI\u7e6a\u88fd\u5716\u7247\u3002\u5716\u7248\u4f86\u6e90\uff1a\u4f5c\u8005\u63d0\u4f9b\u3002<\/figcaption><\/figure>\n\n\n\n

\u900f\u904eLeonardro.AI\u7e6a\u88fd\u5716\u7247<\/mark><\/strong><\/p>\n\n\n\n

\u3010\u57165\u3011\u3010\u57166\u3011\u9019\u662f\u5169\u5f35\u7528\u4e0a\u8ff0\u7684\u63d0\u793a\u8a5e\u7531\u5716\u50cf\u751f\u6210\u5e73\u53f0Leonardro.AI\u900f\u904e\u6a21\u578bStable Diffusion 2.1\u7e6a\u88fd\u7684\u5716\u7247\uff0c\u4e0d\u8ad6\u662f\u6c34\u5f69\u6688\u958b\u7684\u6fc3\u6de1\u4ea6\u6216\u662f\u6574\u9ad4\u5e36\u6709\u5e95\u7247\u611f\u7684\u6696\u8272\u61f7\u820a\u6c1b\u570d\uff0c\u82e5\u653e\u5728\u5f35\u842c\u50b3\u90a3\u5e45\u98a8\u666f\u756b\u65c1\u7d44\u6210\u4e00\u500b\u7cfb\u5217\u6216\u8a31\u4e26\u4e0d\u7a81\u5140\u3002\u7d50\u5408\u4e0a\u9762\u547d\u540d\u300a\u5ca9\u77f3\u6c34\u666f\u300b\u7684\u6848\u4f8b\uff0c\u6211\u5011\u76f8\u4fe1AI\u78ba\u5be6\u662f\u6709\u8fa6\u6cd5\u5206\u6790\u4f5c\u54c1\uff0c\u4e26\u70ba\u4f5c\u54c1\u63d0\u4f9b\u4e00\u500b\u76f8\u5c0d\u5ba2\u89c0\u8207\u7c21\u55ae\u7684\u540d\u5b57\uff0c\u751a\u81f3\u751f\u6210\u98a8\u683c\u76f8\u8fd1\u7684\u5716\u50cf\u4f5c\u54c1\u3002<\/p>\n\n\n\n

\u5373\u4fbfAI\u80fd\u505a\u7684\u5df2\u7d93\u8d85\u4e4e\u9810\u671f\uff0c\u6211\u5011\u4e5f\u76f8\u4fe1AI\u80fd\u5920\u63d0\u4f9b\u4e00\u90e8\u5206\u7684\u5354\u52a9\uff0c\u7136\u800c\u5982\u4f55\u5c07\u8f38\u51fa\u7d50\u679c\u6709\u4e00\u81f4\u6027\u5730\u6574\u5408\u8d77\u4f86\u540c\u6642\u7b26\u5408\u7b56\u5c55\u4eba\u7684\u7406\u5ff5\u5462\uff1f\u4e5f\u5c31\u662f\u8aaa\u8981\u9078\u64c7Solitude Amidst the Waves\u9084\u662fRocky Waterscape\u597d\u5462\uff1f\u9019\u4e9b\u554f\u984c\u9084\u4e0d\u80fd\u5b8c\u5168\u4ef0\u8cf4AI\u89e3\u6c7a\uff0c\u4ecd\u7136\u9700\u8981\u6211\u5011\u7684\u6289\u64c7\u3002\u81f3\u65bc\u6700\u5f8c\u8207AI\u4e00\u540c\u7b56\u5c55\u7684\u6210\u679c\u5982\u4f55\u5462\uff1f\u6b61\u8fce\u5927\u5bb6\u4f86\u770b\u770b\uff01<\/p>\n\n\n\n

\u300c\u79d8\u5f91\u2014\u2014\u5f35\u842c\u50b3\u7279\u5c55\u300d<\/p>\n\n\n\n

\u65e5\u671f\uff1a2024\u5e746\u67086\u65e5\u81f37\u67087\u65e5\uff08\u9031\u4e09\u81f3\u9031\u65e5\u300113:00-17:00\uff09<\/p>\n\n\n\n

\u5730\u9ede\uff1a\u746a\u5fb7\u84ee\u85dd\u5eca\uff08\u81fa\u5317\u5e02\u5927\u5b89\u5340\u6c38\u5eb7\u885763\u865f\uff09  <\/p>\n\n\n\n

\u6309\uff1a\u672c\u6587\u70ba\u300c\u8207A.I.\u4e00\u540c\u7b56\u5c55\uff1f\u300d\u7cfb\u5217\u6587\u7ae0\u4e4b\u4e8c\uff0c\u4f86\u81ea\u81fa\u7063\u5e2b\u7bc4\u5927\u5b78\u85dd\u8853\u53f2\u7814\u7a76\u6240EMI\u8ab2\u7a0b”Modern Taiwanese and East Asian Art History”\uff0c\u656c\u8acb\u53c3\u7167\u9996\u7bc7\u8aaa\u660e\uff0c\u4e26\u7406\u89e3\u672c\u7bc7\u90e8\u5206\u5148\u4ee5\u82f1\u6587\u64b0\u7a3f\u5f8c\u5e36\u6709\u4e2d\u8b6f\u8a9e\u611f\u8655\u3002<\/p>\n\n\n\n

What would it be like to curate an exhibition with A.I.?<\/p>\n\n\n\n

Translation between words and images<\/p>\n\n\n\n

Author: Lee Shao-Chin, Nevilla Isaac, Merve Safak<\/p>\n\n\n\n

Editor: Tsai Chia-Chiu<\/p>\n\n\n\n

Use ChatGPT to name the artworks<\/mark><\/strong><\/p>\n\n\n\n

Initially, our goal was to explore how to effectively integrate AI into exhibitions. However, in this exhibition titled “Unveil Paths: A Journey Through Landscape” featuring landscapes different from Chang Wan-Chuan’s renowned fish series, the eighteen paintings exhibited were not named by the artist during his lifetime. Ms. Huang Qiuj\u00fc, a relative of Chang Wan-chuan who provided the paintings for the exhibition, gave the valuable opportunity to the team from the Graduate Institute of Art History of National Normal University to name them.<\/p>\n\n\n\n

Therefore, one of the main objectives this time was to use AI to generate titles for the artworks in the exhibition. This process involved utilizing AI algorithms to analyze various elements of the artworks, including visual components, thematic content, and background references provided through written descriptions. By leveraging machine learning capabilities, the AI system could generate titles that encapsulate the essence of each artwork, perhaps offering the audience a fresh perspective previously unseen.<\/p>\n\n\n\n

Before diving into the practical aspects, let’s reconsider what ChatGPT is. ChatGPT is an artificial intelligence chatbot program developed by Open AI in November 2022. Trained on large language models using the GPT framework, ChatGPT can generate responses in a human-like conversational manner when users input questions. It can be used in various fields such as information retrieval, text generation (scripts, plans, translations, etc.), and even programming. Currently, ChatGPT has two versions, GPT-3.5 and GPT-4. For this project, we are using the free version of GPT-3.5, which requires membership registration for use. <\/p>\n\n\n\n

However, our enthusiasm was tempered when we encountered a challenge. The current version of ChatGPT 3.5 does not provide the functionality to upload and analyze images. As John Berger mentioned in his work “Ways of Seeing,” “Seeing comes before words. The child looks and recognizes before it can speak.” In the realm of art criticism and art research, we rely on senses such as vision, hearing, as well as historical and cultural knowledge to analyze a piece of artwork. If ChatGPT cannot “see,” how can it analyze a piece of artwork and name it?<\/p>\n\n\n\n

Describe the content of the artworks to “blind” ChatGPT<\/mark><\/strong><\/p>\n\n\n\n

Our team members proposed another solution: ‘If ChatGPT can only understand text, why don’t we, ‘tell’ it a picture to see what answers it will give us?'”<\/p>\n\n\n\n

Indeed, in ancient tribes, stories or histories were passed down through images or oral narration. Therefore, we decided to describe a picture (fig. 1) to ChatGPT in a human-made way to see what kind of answers it could provide us with. Here’s an example:<\/p>\n\n\n\n

“This is a seascape with a large rock in the middle. The waves are strong, the weather is fine, and there are few clouds.”<\/p>\n\n\n\n

ChatGPT provided ten different names (fig. 2), among which three impressed us greatly: ‘Solitude Amidst the Waves,’ ‘The Lone Sentinel,’ and ‘Rock of Resilience.’ After a thorough discussion, we felt that ‘Solitude Amidst the Waves’ accurately reflects the solitude of the rock in the turbulent sea in the painting. Using this as the title seemed like a great choice, because it captured the essence of the artwork well.<\/p>\n\n\n\n

Use CLIP-interrogator to assist in generating prompt words suitable for AI naming and drawing<\/mark><\/strong><\/p>\n\n\n\n

We are still curious about how AI can analyze, construct, and name artworks comprehensively. Without considering paid options, we used CLIP-interrogator for image analysis, then utilized ChatGPT 3.5 to provide names, and finally, Leonardo.AI created the drawing based on prompts.<\/p>\n\n\n\n

CLIP -interrogator can analyze images through models and generate prompts suitable for AI drawing. Below, the parameter clip_model_name can be selected, this time choosing ViT-H to generate prompts suitable for Stable Diffusion 2 drawing. The model can adjust the quality of prompts, with higher quality requiring more time.<\/p>\n\n\n\n

After inputting Chang Wan-chuan’s landscape painting ‘Solitude Amidst the Waves’ (tentatively) and waiting for a while, we obtained the following prompts: ‘painting of a rocky beach with waves crashing against the rocks, dulac, register, christopher, ; wide shot, color study, surf, panzer, ’20, ((water color)), 1128×191 resolution, sargent and raffaelo monti, rock star, hannah dodd, facing left, 1961, airy landscape.'(fig. 3)<\/p>\n\n\n\n

Next, we input these prompts into ChatGPT 3.5 to see what kind of names these prompts can generate.<\/p>\n\n\n\n

ChatGPT provided the answer “Christopher Dulac’s ‘Rocky Waterscape'” (literal translation) (fig. 4). At first, our curiosity was piqued by the name Christopher Dulac. However, further research revealed that there is no artist by that name anywhere in the world. This discovery implies that the name was fabricated by ChatGPT. Looking solely at the title without considering the AI-generated painter, it indeed is a simple and straightforward name that could represent a series of landscape paintings depicting rocky shorelines. This also suggests that if the artwork’s title doesn’t need a deeper interactive or conceptual connection, such as Magritte’s “This is not a pipe,” AI can indeed offer a possibility for naming artworks.<\/p>\n\n\n\n

Draw pictures with Leonardro.AI<\/mark><\/strong><\/p>\n\n\n\n

Those images(fig. 5, fig.6 ) from Leonardro.AI based on the given prompts through Stable Diffusion 2.1 truly capture a range of aesthetics, from the subtle watercolor gradients to the overall warm and nostalgic atmosphere reminiscent of old photographs. Placed alongside Mr. Chang Wan-chuan’s landscape painting, they could indeed form a cohesive series without seeming out of place. Building on the naming example of “‘Rocky Waterscape'” we believe AI can indeed analyze artworks and provide relatively objective and straightforward names. It’s amazing how technology can enhance our understanding and appreciation of art.<\/p>\n\n\n\n

While AI’s capabilities have exceeded expectations, it remains challenging to consistently align multiple tasks with a curator’s concept. Which title should we choose, Solitude Amidst the Waves or Rocky Waterscape? Although AI can offer assistance, naming and implementing these tasks cohesively poses difficulties. Thus, relying solely on AI may not entirely resolve the issue.<\/p>\n\n\n\n

\"\"<\/figure>\n","protected":false},"excerpt":{"rendered":"

\u6211\u5011\u63a2\u7d22\u7684\u76ee\u6a19\u662f\u5c0b\u6c42\u5982\u4f55\u5c07AI\u6709\u6548\u5730\u6574\u5408\u5230\u7b56\u5c55\u5de5\u4f5c\u4e2d\u3002\u9019\u6b21\u7684\u300c\u79d8\u5883\u2014\u2014\u5f35\u842c\u50b3\u7279\u5c55 Unveil paths: A Journey Through Landscape\u300d\uff0c\u4e0d\u540c\u65bc\u5f35\u842c\u50b3\u77e5\u540d\u7684\u9b5a\u7cfb\u5217\u4f5c\u54c1\uff0c\u6211\u5011\u5c55\u51fa\u7684\u5341\u516b\u5e45\u98a8\u666f\u756b\uff0c\u756b\u5bb6\u751f\u524d\u90fd\u6c92\u6709\u4e88\u4ee5\u547d\u540d\u3002\u5fb5\u5f97\u5f35\u842c\u50b3\u89aa\u5c6c\u9ec3\u79cb\u83ca\u5973\u58eb\u7684\u540c\u610f\u5f8c\uff0c\u6211\u5011\u7684\u7b56\u5c55\u5718\u968a\u6709\u4e86\u70ba\u5176\u547d\u540d\u7684\u5bf6\u8cb4\u6a5f\u6703\u3002<\/p>\n","protected":false},"author":108978086,"featured_media":17809,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[537163685,535298342],"tags":[14067,15435,286426,19230928,86096556,1148051,117397],"class_list":["post-17802","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-537163685","category-535298342","tag-ai","tag-co-creation","tag-curation","tag-19230928","tag-86096556","tag-1148051","tag-117397"],"jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p7OKcw-4D8","jetpack-related-posts":[{"id":17743,"url":"https:\/\/arthistorystrolls.com\/?p=17743","url_meta":{"origin":17802,"position":0},"title":"\u8207A.I.\u4e00\u540c\u7b56\u5c55\uff1f\u4ee5\u81fa\u5e2b\u5927\u85dd\u53f2\u6240\u300c\u79d8\u5f91\u2014\u2014\u5f35\u842c\u50b3\u7279\u5c55\u300d\u70ba\u4f8b\u4e4b\u4e00\uff1a\u4e3b\u8996\u89ba\u8a2d\u8a08","author":"arthistorystroll","date":"2024-05-31","format":false,"excerpt":"\u81fa\u7063\u5e2b\u7bc4\u5927\u5b78\u85dd\u8853\u53f2\u7814\u7a76\u6240\u5728\u4eca\u5e74\uff08112\u5b78\u5e74\u4e0b\u5b78\u671f\uff09EMI\u8ab2\u7a0b \"Modern Taiwanese a\u2026","rel":"","context":"\u5728\u300c\u6536\u85cf\u8207\u5c55\u793a\u300d\u4e2d","block_context":{"text":"\u6536\u85cf\u8207\u5c55\u793a","link":"https:\/\/arthistorystrolls.com\/?cat=537163685"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2024\/05\/e59c969-c-7.jpg?fit=861%2C1200&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2024\/05\/e59c969-c-7.jpg?fit=861%2C1200&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2024\/05\/e59c969-c-7.jpg?fit=861%2C1200&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2024\/05\/e59c969-c-7.jpg?fit=861%2C1200&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":14746,"url":"https:\/\/arthistorystrolls.com\/?p=14746","url_meta":{"origin":17802,"position":1},"title":"\u585e\u65af\uff0e\u8f9b\u683c\u7f85\u5e03\u8207\u4ed6\u7684\u300c\u76ee\u9304\u79c0\u300d\uff08\u4e0b\uff09","author":"arthistorystroll","date":"2023-04-25","format":false,"excerpt":"\u4e0a\u7bc7\u8ac7\u5230\u4e86\u70ba\u4f55\u8f9b\u683c\u7f85\u5e03\u653e\u68c4\u7269\u7406\u7a7a\u9593\uff0c\u9078\u64c7\u4ee5\u300c\u76ee\u9304\u300d\u7684\u65b9\u5f0f\u4f5c\u70ba\u5c55\u89bd\u672c\u8eab\u3002\u4e0d\u904e\u5176\u76ee\u9304\u79c0\u4e26\u975e\u4e00\u6210\u4e0d\u8b8a\uff0c\u672c\u6587\u2026","rel":"","context":"\u5728\u300c\u897f\u65b9\u85dd\u8853\u53f2\u300d\u4e2d","block_context":{"text":"\u897f\u65b9\u85dd\u8853\u53f2","link":"https:\/\/arthistorystrolls.com\/?cat=535298225"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2023\/04\/2-0.jpg?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2023\/04\/2-0.jpg?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2023\/04\/2-0.jpg?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2023\/04\/2-0.jpg?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2023\/04\/2-0.jpg?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":10159,"url":"https:\/\/arthistorystrolls.com\/?p=10159","url_meta":{"origin":17802,"position":2},"title":"\u300c\u6bcf\u6b21\u7684\u7b56\u5c55\u5be6\u8e10\u5c31\u5982\u540c\u4e00\u500b\u9017\u865f\u300d\u5c08\u8a2a\u81fa\u5317\u5e02\u7acb\u7f8e\u8853\u9928\u52a9\u7406\u7814\u7a76\u54e1\u9673\u6167\u76c8","author":"arthistorystroll","date":"2021-06-29","format":false,"excerpt":"\u672c\u671f\u5c08\u8a2a\uff0c\u6211\u5011\u7279\u5225\u8acb\u6167\u76c8\u5206\u4eab\u5beb\u4f5c\u6b64\u6587\u7684\u52d5\u6a5f\uff0c\u4e26\u63a5\u7e8c\u535a\u58eb\u73ed\u968e\u6bb5\u5c0d\u7b56\u5c55\u7814\u7a76\u7684\u95dc\u61f7\u6240\u5728\uff0c\u5982\u4f55\u9032\u4e00\u6b65\u5ef6\u4f38\u4e26\u4ed8\u2026","rel":"","context":"\u5728\u300c\u4f5c\u8005\u5c08\u8a2a\u300d\u4e2d","block_context":{"text":"\u4f5c\u8005\u5c08\u8a2a","link":"https:\/\/arthistorystrolls.com\/?cat=264910268"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/06\/6e69c88e5b088e8a8aa-01-e1624598484823.png?fit=1200%2C733&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/06\/6e69c88e5b088e8a8aa-01-e1624598484823.png?fit=1200%2C733&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/06\/6e69c88e5b088e8a8aa-01-e1624598484823.png?fit=1200%2C733&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/06\/6e69c88e5b088e8a8aa-01-e1624598484823.png?fit=1200%2C733&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/06\/6e69c88e5b088e8a8aa-01-e1624598484823.png?fit=1200%2C733&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":4418,"url":"https:\/\/arthistorystrolls.com\/?p=4418","url_meta":{"origin":17802,"position":3},"title":"\u8907\u88fd\u756b\u548c\u4ed6\u5011\u7684\u7522\u5730\uff1a\u8ac7\u651d\u5f71\u96c6Real Fake Art","author":"arthistorystroll","date":"2019-04-08","format":false,"excerpt":"Michael Wolf\u770b\u4f3c\u7d00\u5be6\u7684\u651d\u5f71\u93e1\u982d\u4e0b\uff0c\u5448\u73fe\u4e86\u5927\u91cf\u537b\u53e6\u985e\u7684\u85dd\u8853\u5e02\u5834\u7e2e\u5f71\uff0c\u4e5f\u8868\u9732\u5176\u4e2d\u7684\u6b0a\u529b\u7d50\u69cb\u3002","rel":"","context":"\u5728\u300c\u8996\u89ba\u6587\u5316\u8207\u96fb\u5f71\u300d\u4e2d","block_context":{"text":"\u8996\u89ba\u6587\u5316\u8207\u96fb\u5f71","link":"https:\/\/arthistorystrolls.com\/?cat=537164712"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2019\/04\/rfa46_on_kawara_euro3.50.jpg?fit=900%2C720&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2019\/04\/rfa46_on_kawara_euro3.50.jpg?fit=900%2C720&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2019\/04\/rfa46_on_kawara_euro3.50.jpg?fit=900%2C720&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2019\/04\/rfa46_on_kawara_euro3.50.jpg?fit=900%2C720&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":12840,"url":"https:\/\/arthistorystrolls.com\/?p=12840","url_meta":{"origin":17802,"position":4},"title":"\u300c\u4e9e\u6d32\u7684\u5730\u7344\u8207\u5e7d\u9b42\u300d\u4e9e\u6d32\u8981\u585e\uff1a\u53f0\u7063\u7576\u4ee3\u85dd\u8853\u8207\u5728\u5730\u6587\u5316\u7684\u7b56\u5c55\u69cb\u601d\uff08\u4e0a\uff09","author":"arthistorystroll","date":"2022-08-30","format":false,"excerpt":"\u5728\u53f0\u7063\u5448\u73fe\u300c\u4e9e\u6d32\u7684\u5730\u7344\u8207\u5e7d\u9b42\u300d\u5c55\u89bd\u6642\uff0c\u96d6\u7136\u53ef\u4ee5\u79fb\u5c55\u6574\u500b\u6cd5\u570b\u7248\u7684\u5167\u5bb9\uff0c\u4f46\u4e5f\u9700\u8981\u5728\u5730\u5316\u7684\u904e\u7a0b\u3002\u7b56\u5283\u5c55\u89bd\u6642\u2026","rel":"","context":"\u5728\u300c\u8de8\u6587\u5316 \/ \u5168\u7403\u5316\u300d\u4e2d","block_context":{"text":"\u8de8\u6587\u5316 \/ \u5168\u7403\u5316","link":"https:\/\/arthistorystrolls.com\/?cat=535298428"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2022\/08\/e59c962-2.jpg?fit=900%2C600&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2022\/08\/e59c962-2.jpg?fit=900%2C600&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2022\/08\/e59c962-2.jpg?fit=900%2C600&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2022\/08\/e59c962-2.jpg?fit=900%2C600&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":9088,"url":"https:\/\/arthistorystrolls.com\/?p=9088","url_meta":{"origin":17802,"position":5},"title":"\u3010\u4e0d\u673d\u7684\u9752\u6625\u3011\u300c\u82b3\u862d\u4e4b\u4e18\u300d\u4e0a\u7684\u4e0d\u673d\u9752\u6625\u2500\u2500\u912d\u4e16\u74a0\u7684\u7b2c\u4e8c\u5e2b\u7bc4\u5b78\u7fd2\u6b77\u7a0b","author":"arthistorystroll","date":"2021-01-15","format":false,"excerpt":"\u65b0\u7af9\u756b\u5bb6\u912d\u4e16\u74a0\u5728\u7b2c\u4e00\u5c46\u82b3\u862d\u7f8e\u5c55\u6642\u4ee5\u3008\u82b3\u862d\u7f8e\u5c55\u980c\u3009\u7d00\u5ff5\u5169\u4f4d\u5f71\u97ff\u4ed6\u5275\u4f5c\u751f\u6daf\u6df1\u9060\u7684\u7f8e\u8853\u8001\u5e2b\u2014\u77f3\u5ddd\u6b3d\u4e00\u90ce\u8207\u5c0f\u2026","rel":"","context":"\u5728\u300c\u5c55\u89bd\u8a55\u8ad6 \/ \u85dd\u6587\u751f\u614b\u300d\u4e2d","block_context":{"text":"\u5c55\u89bd\u8a55\u8ad6 \/ \u85dd\u6587\u751f\u614b","link":"https:\/\/arthistorystrolls.com\/?cat=535298382"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/01\/e59c963-1.jpg?fit=1200%2C929&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/01\/e59c963-1.jpg?fit=1200%2C929&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/01\/e59c963-1.jpg?fit=1200%2C929&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/01\/e59c963-1.jpg?fit=1200%2C929&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2021\/01\/e59c963-1.jpg?fit=1200%2C929&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/arthistorystrolls.com\/wp-content\/uploads\/2024\/05\/e59c963-1.png?fit=2682%2C1254&ssl=1","_links":{"self":[{"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/posts\/17802","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/users\/108978086"}],"replies":[{"embeddable":true,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=17802"}],"version-history":[{"count":16,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/posts\/17802\/revisions"}],"predecessor-version":[{"id":17877,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/posts\/17802\/revisions\/17877"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=\/wp\/v2\/media\/17809"}],"wp:attachment":[{"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=17802"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=17802"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/arthistorystrolls.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=17802"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}