{"id":3134,"date":"2026-08-05T03:08:33","date_gmt":"2026-08-04T19:08:33","guid":{"rendered":"https:\/\/atatw.org\/?p=3134"},"modified":"2026-08-05T03:08:33","modified_gmt":"2026-08-04T19:08:33","slug":"isat-2026%ef%bd%9c%e2%9c%a6-%e4%b8%bb%e9%a1%8c%e6%bc%94%e8%ac%9b-ii","status":"publish","type":"post","link":"https:\/\/atatw.org\/?p=3134","title":{"rendered":"ISAT 2026\uff5c\u2726 \u4e3b\u984c\u6f14\u8b1b II"},"content":{"rendered":"\n

\u7b2c\u4e5d\u5c46\u79d1\u6280\u85dd\u8853\u570b\u969b\u5b78\u8853\u7814\u8a0e\u6703\u4e3b\u984c\u6f14\u8b1b II \u9080\u8acb\u5230Remi\u64d4\u4efb\u8b1b\u8005\uff0c\u5e36\u4f86\u6f14\u8b1b\uff1aThe Unlearning Machine\u300a\u53cd\u5b78\u7fd2\u6a5f\u5668\u300b<\/p>\n

\u6f14\u8b1b\u6458\u8981\uff1a<\/p>\n

This talk was written without AI assistance. It will be imperfect and that is the point.<\/p>\n

AI did not arrive in our studio all at once. It arrived like a new colleague \u2014 one task at a time \u2014 until one day we could not work without it.<\/p>\n

hellobastworkshop is a new media and public art studio in Taoyuan. We build large outdoor metal installations and interactive light works.<\/p>\n

The first half of this talk is about how good it has been. In three years we built tools we could not have built before. A configurator that designs a metal structure and sends the cutting files straight to the laser. A sequencer that invents light sequences for sixteen motorised LED panels. A tracking system that lets an installation see the people standing inside it. These tools are not experiments. They work every day, and the studio would be slower and smaller without them. I will show them running.<\/p>\n

The second half is what I think about at night. The same tools changed our work, our careers, and our days. Something is being added, but something is also being taken away, and the second part is harder to see.<\/p>\n

Learning has three steps: you study, you practise, you find out where you were wrong. Generative tools remove the middle one \u2014 the boring one, and the only one that actually builds skill. AI makes you better if you already know how. It replaces you quietly if you don\u2019t.<\/p>\n

What worries me is not my own work. It is the people arriving now: young fabricators, junior developers, art students. They are entering a profession where the beginner\u2019s jobs have already been given to the machine. The bottom rungs of the ladder are gone.<\/p>\n


AI \u4e0d\u662f\u4e00\u5915\u4e4b\u9593\u9032\u5230\u6211\u5011\u5de5\u4f5c\u5ba4\u7684\u3002\u5b83\u6bd4\u8f03\u50cf\u662f\u65b0\u4f86\u7684\u540c\u4e8b\u2014\u2014\u4e00\u6b21\u63a5\u4e00\u4ef6\u4e8b\u2014\u2014\u76f4\u5230\u6709\u4e00\u5929\uff0c\u6211\u5011\u767c\u73fe\u5c11\u4e86\u5b83\u5c31\u505a\u4e0d\u4e0b\u53bb\u3002<\/p>\n

hellobastworkshop \u662f\u4e00\u9593\u5728\u6843\u5712\u7684\u65b0\u5a92\u9ad4\u8207\u516c\u5171\u85dd\u8853\u5de5\u4f5c\u5ba4\uff0c\u505a\u7684\u662f\u5927\u578b\u6236\u5916\u91d1\u5c6c\u88dd\u7f6e\uff0c\u9084\u6709\u4e92\u52d5\u5149\u5f71\u4f5c\u54c1\u3002<\/p>\n

\u9019\u5834\u6f14\u8b1b\u7684\u524d\u534a\u6bb5\uff0c\u8b1b\u7684\u662fAI\u5e36\u4f86\u591a\u5c11\u597d\u8655\u3002\u4e09\u5e74\u4e4b\u5167\uff0c\u6211\u5011\u505a\u51fa\u4e86\u4ee5\u524d\u505a\u4e0d\u51fa\u4f86\u7684\u5de5\u5177\uff1a\u4e00\u5957\u80fd\u7b97\u51fa\u91d1\u5c6c\u7d50\u69cb\u3001\u76f4\u63a5\u8f38\u51fa\u5716\u6a94\u9032\u96f7\u5207\u7684\u53c3\u6578\u5316\u5de5\u5177\uff1b\u4e00\u5957\u6703\u81ea\u5df1\u7de8\u6392\u5341\u516d\u7247\u99ac\u9054 LED \u9762\u677f\u71c8\u5149\u5e8f\u5217\u7684\u7a0b\u5f0f\uff1b\u9084\u6709\u4e00\u5957\u8b93\u88dd\u7f6e\u300c\u770b\u5f97\u898b\u300d\u7ad9\u5728\u88e1\u9762\u7684\u4eba\u7684\u8ffd\u8e64\u7cfb\u7d71\u3002\u9019\u4e9b\u90fd\u4e0d\u662f\u505a\u597d\u770b\u7684\u5be6\u9a57\uff0c\u662f\u6bcf\u5929\u5728\u8dd1\u7684\u6771\u897f\u3002\u6c92\u6709\u5b83\u5011\uff0c\u5de5\u4f5c\u5ba4\u53ea\u6703\u505a\u5f97\u66f4\u6162\u3001\u898f\u6a21\u66f4\u5c0f\u3002\u6211\u6703\u76f4\u63a5\u7528\u5be6\u4f8b\u4f86\u7d66\u5927\u5bb6\u770b\u3002<\/p>\n

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\u6211\u64d4\u5fc3\u7684\u5176\u5be6\u4e0d\u662f\u81ea\u5df1\u3002\u662f\u73fe\u5728\u6b63\u8981\u5165\u884c\u7684\u4eba\uff1a\u5e74\u8f15\u7684\u9435\u5de5\u5e2b\u5085\u3001\u525b\u51fa\u793e\u6703\u7684\u5de5\u7a0b\u5e2b\u3001\u9084\u5728\u8b80\u66f8\u7684\u85dd\u8853\u7cfb\u5b78\u751f\u3002\u4ed6\u5011\u8981\u9032\u7684\u9019\u4e00\u884c\uff0c\u672c\u4f86\u5c6c\u65bc\u65b0\u624b\u7684\u90a3\u4e9b\u6d3b\uff0c\u65e9\u5c31\u88ab\u6a5f\u5668\u63a5\u8d70\u4e86\u3002\u5f80\u4e0a\u722c\u7684\u90a3\u9053\u68af\u5b50\uff0c\u6700\u4e0b\u9762\u5e7e\u968e\u5df2\u7d93\u4e0d\u898b\u4e86\u3002<\/p>\n

\n

\u00a0<\/p>\n\n\n\n

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

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