1 00:00:01,219 --> 00:00:03,795 - I've spent the two years since chat GPT launched, 2 00:00:03,795 --> 00:00:05,958 steeping in a morass of academic panic. 3 00:00:05,958 --> 00:00:08,161 Voices from administration and colleagues, 4 00:00:08,161 --> 00:00:10,381 and anyone else with enough brain cells 5 00:00:10,384 --> 00:00:12,924 to maintain a sense of existential dread, crying out, 6 00:00:12,924 --> 00:00:15,538 "We need to figure out what to do about AI." 7 00:00:15,538 --> 00:00:18,009 Our Ed Tech committee is developing a policy. 8 00:00:18,009 --> 00:00:20,339 The academic Senate wants to develop a policy. 9 00:00:20,339 --> 00:00:22,418 The board thinks we should have a policy. 10 00:00:22,418 --> 00:00:24,255 My dean wants us all to have policies. 11 00:00:25,857 --> 00:00:29,477 The California Teachers Association says it's an issue of academic integrity. 12 00:00:29,477 --> 00:00:32,749 The State Senate says it's an issue of ethics. 13 00:00:32,749 --> 00:00:35,272 "We need to pay for the AI detection tools." 14 00:00:35,272 --> 00:00:37,755 "The AI detection tools don't work." 15 00:00:37,755 --> 00:00:40,142 "We need to accept that our students will use AI." 16 00:00:40,142 --> 00:00:42,477 "How do I prove my student used AI?" 17 00:00:43,457 --> 00:00:46,848 It is incomprehensible to me, this conversation. 18 00:00:49,818 --> 00:00:51,391 [keyboard clacks] 19 00:00:51,391 --> 00:00:52,551 I hear their words, 20 00:00:52,551 --> 00:00:54,941 see their language floating across my monitor, 21 00:00:54,941 --> 00:00:56,037 and know the words, 22 00:00:56,037 --> 00:00:57,531 but I cannot get to the meaning 23 00:00:57,531 --> 00:00:59,472 because I simply do not understand 24 00:00:59,472 --> 00:01:01,634 why they are talking about it in this way. 25 00:01:02,418 --> 00:01:04,978 - [Kermit the Frog]: ♪ New York, I love you, 26 00:01:04,978 --> 00:01:08,693 but you're bringing me down ♪ - with all these empty words. 27 00:01:09,423 --> 00:01:12,753 This is not the conversation I think we need to have. 28 00:01:12,753 --> 00:01:14,773 [song continues] 29 00:01:14,773 --> 00:01:17,443 This is the conversation I need to have. 30 00:01:17,443 --> 00:01:18,833 [overlapping music and poem] 31 00:01:18,833 --> 00:01:22,133 [Gertrude Stein]: " 'If I Told Him, a Completed Portrait of Picasso'. 32 00:01:22,133 --> 00:01:23,759 If I told him would he like it. 33 00:01:23,759 --> 00:01:25,729 Would he like it if I told him. 34 00:01:25,729 --> 00:01:29,139 Would he like it would Napoleon would Napoleon would 35 00:01:29,139 --> 00:01:30,351 would he like it. 36 00:01:30,351 --> 00:01:33,671 If Napoleon if I told him if I told him if Napoleon. 37 00:01:33,671 --> 00:01:37,061 Would he like it if I told him if I told him if Napoleon. 38 00:01:37,061 --> 00:01:41,119 Would he like it if Napoleon if Napoleon if I told him. 39 00:01:41,119 --> 00:01:45,156 If I told him if Napoleon if Napoleon if I told him. 40 00:01:45,496 --> 00:01:48,586 If I told him would he like it would he like it if I told him. 41 00:01:48,586 --> 00:01:50,940 Now. Not now. And now. 42 00:01:50,940 --> 00:01:53,596 Now. Exactly as is kings. 43 00:01:54,168 --> 00:01:55,778 Feeling full for it. 44 00:01:55,778 --> 00:01:57,588 Exactitude as kings. 45 00:01:57,588 --> 00:02:00,248 So to beseech you as full as for it. 46 00:02:00,614 --> 00:02:02,274 Exactly or as kings. 47 00:02:02,654 --> 00:02:05,614 Shutters shut and open so do queens. 48 00:02:05,934 --> 00:02:09,944 Shutters shut and shutters and so shutters shut and shutters and so 49 00:02:09,944 --> 00:02:12,630 [poem and music fade out] 50 00:02:15,924 --> 00:02:18,564 - I don't understand Gertrude Stein. 51 00:02:21,008 --> 00:02:24,691 Stein is not nearly well enough remembered for how influential she was. 52 00:02:24,691 --> 00:02:26,945 An American expatriate poet living in Paris, 53 00:02:26,945 --> 00:02:29,885 her salons were among the anchors of the early modernists. 54 00:02:29,885 --> 00:02:31,314 You may not have heard of her, 55 00:02:31,314 --> 00:02:33,562 but you've heard of the people who visited her. 56 00:02:33,562 --> 00:02:35,652 Ernest Hemingway, Sinclair Lewis, 57 00:02:35,652 --> 00:02:38,012 F. Scott Fitzgerald, James Joyce, 58 00:02:38,012 --> 00:02:40,092 Thornton Wilder, Ezra Pound. 59 00:02:40,092 --> 00:02:42,841 People you've read or been assigned to read. 60 00:02:42,841 --> 00:02:46,121 We remember Hemingway because he wrote like this. 61 00:02:46,121 --> 00:02:48,801 We remember Fitzgerald because he wrote like this. 62 00:02:48,801 --> 00:02:51,271 The right kind of day and the right kind of moment, 63 00:02:51,271 --> 00:02:53,201 and Pound's "In a Station of the Metro" 64 00:02:53,201 --> 00:02:57,401 still recites itself completely in my head, a perfect image. 65 00:02:57,501 --> 00:03:00,029 "The apparition of these faces in the crowd: 66 00:03:00,029 --> 00:03:02,415 Petals on a wet, black bough." 67 00:03:03,466 --> 00:03:07,194 We don't remember Stein because she wrote like this. 68 00:03:09,614 --> 00:03:12,793 This is "If I Told Him, a Completed Portrait of Picasso", 69 00:03:12,793 --> 00:03:14,415 published in 1924, 70 00:03:14,415 --> 00:03:17,905 and continuing the project of her 1914 book Tender Buttons, 71 00:03:17,905 --> 00:03:19,631 a phrase she never defined. 72 00:03:19,631 --> 00:03:22,863 To me that phrase "tender buttons" feels right: 73 00:03:22,863 --> 00:03:25,252 small, soft contradictions, 74 00:03:25,252 --> 00:03:27,409 words that seem like they should go together 75 00:03:27,409 --> 00:03:29,645 but do not actually make meaning. 76 00:03:29,645 --> 00:03:32,098 That is how Stein's poetry feels. 77 00:03:32,098 --> 00:03:35,105 There is something compelling about the rhythm of her nonsense, 78 00:03:35,105 --> 00:03:37,838 the feeling of her almost meaning something, 79 00:03:37,838 --> 00:03:39,899 and then how it falls apart. 80 00:03:40,596 --> 00:03:41,426 "As presently. 81 00:03:41,953 --> 00:03:42,907 As exactitude. 82 00:03:43,336 --> 00:03:44,393 As trains." 83 00:03:45,103 --> 00:03:47,688 But it is incomprehensible to me. 84 00:03:47,935 --> 00:03:50,495 I don't know why Stein would write like this. 85 00:03:50,495 --> 00:03:51,731 To quote the poet: 86 00:03:51,731 --> 00:03:58,045 - ♪ "Oh, what on earth would make a man decide to do that kind of thing?" ♪ 87 00:04:00,187 --> 00:04:03,188 - But I think the reason that I don't understand Gertrude Stein 88 00:04:03,188 --> 00:04:05,936 is that she didn't really want to be understood. 89 00:04:06,830 --> 00:04:09,361 She used language for something different. 90 00:04:09,871 --> 00:04:12,173 It doesn't communicate. 91 00:04:12,260 --> 00:04:15,666 It reads like stunt linguistics, which it almost is. 92 00:04:16,575 --> 00:04:18,760 "Buffalo buffalo Buffalo buffalo buffalo", 93 00:04:18,760 --> 00:04:20,333 "had had 'had', had had 'had--'", 94 00:04:20,333 --> 00:04:23,380 These are sentences that, if you pour over them closely enough, 95 00:04:23,380 --> 00:04:24,379 can be decoded. 96 00:04:25,476 --> 00:04:27,839 Stein's Tender Buttons cannot. 97 00:04:29,088 --> 00:04:32,206 There is something about it that parses as AI. 98 00:04:33,713 --> 00:04:37,461 It feels like the work of Keaton Patti, the person most prominently behind 99 00:04:37,461 --> 00:04:40,968 the "I forced a bot to watch whatever" tweets that used to go viral. 100 00:04:41,688 --> 00:04:44,458 Human-written screenplays designed to feel like 101 00:04:44,458 --> 00:04:48,458 AI writing attempting to imitate other human-written screenplays. 102 00:04:49,823 --> 00:04:51,768 It feels like an autocomplete challenge, 103 00:04:51,768 --> 00:04:54,387 like in the early days of predictive text and messaging 104 00:04:54,387 --> 00:04:57,312 where you just tap the suggested word and see what comes out. 105 00:04:57,312 --> 00:04:59,111 It's not how AI really writes, 106 00:04:59,111 --> 00:05:01,765 but it's how people feel like AI writes. 107 00:05:02,207 --> 00:05:04,820 But Gertrude Stein was a person. 108 00:05:05,370 --> 00:05:07,134 [Stein reading, underneath] 109 00:05:07,796 --> 00:05:08,985 She wrote "If I told Him" 110 00:05:08,985 --> 00:05:11,505 not because the language would communicate, 111 00:05:11,505 --> 00:05:13,219 but for some other reason. 112 00:05:14,384 --> 00:05:18,467 - [Stein]: the exact resemblance as exact as a resemblance 113 00:05:18,467 --> 00:05:20,532 - When I read "If I Told Him", 114 00:05:20,532 --> 00:05:22,730 when I listen to Stein read "If I Told Him", 115 00:05:22,730 --> 00:05:24,752 the language slips through my mind. 116 00:05:24,752 --> 00:05:26,457 It doesn't mean anything. 117 00:05:28,269 --> 00:05:29,812 But she did. 118 00:05:30,948 --> 00:05:33,295 Even if I cannot take hold of that meaning, 119 00:05:33,295 --> 00:05:37,223 I can feel her reaching out to me from behind the text, 120 00:05:37,223 --> 00:05:39,055 trying to connect. 121 00:05:39,055 --> 00:05:42,678 - [Stein]: As a resemblance to him. Who comes first. Napoleon the first. 122 00:05:42,678 --> 00:05:47,348 Who comes too coming coming too, who goes there, as they go they share, 123 00:05:47,348 --> 00:05:50,501 who shares all, all is as all as yet-- 124 00:05:50,501 --> 00:05:52,775 ["yet" reverberates and fades out] 125 00:05:55,904 --> 00:05:57,628 [relaxed synth beats] 126 00:05:57,628 --> 00:06:00,356 - [ChatGPT femme voice]: That's an interesting question! 127 00:06:00,356 --> 00:06:03,030 Gertrude Stein, a literary Pioneer and modernist 128 00:06:03,030 --> 00:06:06,100 who valued innovation in language and expression, 129 00:06:06,100 --> 00:06:08,543 might have had mixed feelings about me. 130 00:06:08,543 --> 00:06:12,791 She might have appreciated my ability to generate new forms of text 131 00:06:12,791 --> 00:06:15,767 and engage with her literary experimentation on some level. 132 00:06:16,421 --> 00:06:19,433 However, Stein was also highly individualistic 133 00:06:19,433 --> 00:06:21,683 and invested in the human experience, 134 00:06:21,683 --> 00:06:24,407 especially the nuances of consciousness and perception. 135 00:06:25,307 --> 00:06:27,364 So, while she might have been fascinated by 136 00:06:27,364 --> 00:06:28,972 what AI like me can do, 137 00:06:28,972 --> 00:06:31,504 she might also have been critical of my limitations 138 00:06:31,504 --> 00:06:33,934 in capturing the full depth of human subjectivity, 139 00:06:34,577 --> 00:06:37,083 which was a central concern in her work. 140 00:06:40,403 --> 00:06:42,129 [relaxing synth beats stop] 141 00:06:44,437 --> 00:06:47,327 - A problem with AI is that it is recombinant, 142 00:06:47,327 --> 00:06:50,780 that it takes the works of humans and recombines them into new forms. 143 00:06:51,200 --> 00:06:52,807 But that problem is not new. 144 00:06:52,807 --> 00:06:54,444 For many years, the bulletin board 145 00:06:54,444 --> 00:06:56,923 outside the faculty bathroom in the English building 146 00:06:56,923 --> 00:06:59,369 has featured this poster the "Plagiarism Spectrum", 147 00:06:59,369 --> 00:07:01,941 next to this ancient and unflattering picture of me. 148 00:07:01,941 --> 00:07:04,671 Number 7 on the Plagiarism Spectrum is the mashup, 149 00:07:04,671 --> 00:07:07,746 a paper which mixes copied materials from multiple sources. 150 00:07:07,746 --> 00:07:11,399 The poster is dated from June 2012, more than a decade before 151 00:07:11,399 --> 00:07:13,803 we were concerned about ChatGPT doing it. 152 00:07:14,213 --> 00:07:17,866 That AI is recombinant is not in and of itself a problem. 153 00:07:18,161 --> 00:07:19,899 All writing is recombinant. 154 00:07:20,236 --> 00:07:22,969 My course outcomes for English 1 ask student writers 155 00:07:22,969 --> 00:07:25,919 to integrate sources seamlessly into their own writing, 156 00:07:25,919 --> 00:07:27,140 to mash up. 157 00:07:27,140 --> 00:07:28,790 That we have rules and procedures 158 00:07:28,790 --> 00:07:30,580 and punctuation marks and conventions 159 00:07:30,580 --> 00:07:32,141 that govern what is appropriate 160 00:07:32,141 --> 00:07:34,019 does not change the essential truth 161 00:07:34,019 --> 00:07:35,897 that this is recombinance. 162 00:07:36,563 --> 00:07:39,190 And there is beauty in recombinance. 163 00:07:39,427 --> 00:07:42,367 This video started with a great classic of YouTube, 164 00:07:42,367 --> 00:07:45,485 the duet between LCD sound system and Miles Davis. 165 00:07:47,894 --> 00:07:51,717 The LCD sound system video is itself a mashup, conceptually. 166 00:07:51,717 --> 00:07:54,036 Kermit the Frog is not a member of the band. 167 00:07:56,476 --> 00:07:59,599 Davis is improvising over a film to create the score, 168 00:07:59,599 --> 00:08:02,080 another mixing of media to make something new. 169 00:08:04,429 --> 00:08:05,776 The Kleptones 170 00:08:08,551 --> 00:08:09,766 The Grey Album 171 00:08:13,668 --> 00:08:17,213 The guy drinking Ocean Spray to "Dreams" [by Fleetwood Mac] 172 00:08:18,132 --> 00:08:19,487 Mac Glocky 173 00:08:25,082 --> 00:08:26,841 "If I Told Him" is recombinance: 174 00:08:26,841 --> 00:08:29,233 an attempt to rework the ideas of cubism, 175 00:08:29,233 --> 00:08:31,625 a movement in visual art, into poetry. 176 00:08:31,625 --> 00:08:33,376 Picasso's work is recombinance. 177 00:08:33,376 --> 00:08:36,686 He spent 1957 copying Velázquez's Las Meninas 178 00:08:36,686 --> 00:08:38,456 over and over. 179 00:08:38,456 --> 00:08:39,786 58 times he copied it. 180 00:08:40,073 --> 00:08:43,139 All different. All Picasso. All Las Meninas. 181 00:08:43,506 --> 00:08:47,324 Recombinance is a genetic term, but I am using it mimetically. 182 00:08:47,324 --> 00:08:49,864 "Britannica: recombination, in genetics, 183 00:08:49,864 --> 00:08:52,029 primary mechanism through which variation 184 00:08:52,029 --> 00:08:54,194 is introduced into populations." 185 00:08:54,782 --> 00:08:57,583 The combination of ideas from different places 186 00:08:57,583 --> 00:08:59,921 to make new distinct ideas. 187 00:09:00,555 --> 00:09:04,375 When done by humans, we call this "thinking". 188 00:09:12,055 --> 00:09:13,760 [relaxed synth beats] 189 00:09:14,577 --> 00:09:17,157 - [ChatGPT femme voice]: You're right to question 190 00:09:17,157 --> 00:09:19,847 how I can "understand" without experience. 191 00:09:20,607 --> 00:09:22,920 The way I process information is different 192 00:09:22,920 --> 00:09:24,313 from human understanding. 193 00:09:24,313 --> 00:09:27,153 When I say "understand," I mean that I can 194 00:09:27,153 --> 00:09:29,570 recognize patterns, analyze language, 195 00:09:29,570 --> 00:09:31,947 and respond in ways that are coherent 196 00:09:31,947 --> 00:09:34,793 and contextually appropriate based on my training. 197 00:09:35,020 --> 00:09:37,949 I don't understand in the deep, conscious sense of the word, 198 00:09:37,949 --> 00:09:40,923 like when humans reflect on their experiences 199 00:09:40,923 --> 00:09:42,823 or have insight into their feelings. 200 00:09:43,814 --> 00:09:46,879 Instead, my "understanding" comes from identifying 201 00:09:46,879 --> 00:09:49,295 relationships between words, concepts, 202 00:09:49,295 --> 00:09:51,491 and context based on the vast data 203 00:09:51,491 --> 00:09:52,707 I've been trained on. 204 00:09:52,707 --> 00:09:56,113 In short: I can simulate understanding through patterns, 205 00:09:56,113 --> 00:09:59,050 but it's not the same as truly experiencing 206 00:09:59,050 --> 00:10:00,967 or being conscious of meaning. 207 00:10:00,967 --> 00:10:03,139 Does that clarify things a bit more? 208 00:10:11,039 --> 00:10:12,991 [relaxing synth beats stop] 209 00:10:14,383 --> 00:10:16,666 [calm, mystical, twangy electric guitar] 210 00:10:19,695 --> 00:10:23,281 - Two weeks ago a student told me that AI is unfair 211 00:10:23,281 --> 00:10:26,621 because you can put a B Paper in and get A+ writing out. 212 00:10:27,406 --> 00:10:29,699 This is why I do not understand the conversation 213 00:10:29,699 --> 00:10:31,092 my colleagues are having, 214 00:10:31,092 --> 00:10:32,488 why I cannot think of this 215 00:10:32,488 --> 00:10:34,755 as a matter of ethics, or academic integrity, 216 00:10:34,755 --> 00:10:38,412 why I don't think we should need to have a policy or policies. 217 00:10:38,412 --> 00:10:42,319 My student said you can put a B Paper in and get A+ writing out, 218 00:10:42,319 --> 00:10:45,096 and my mind began to fill with Tender Buttons. 219 00:10:45,096 --> 00:10:47,166 "Feeling full for it. Exactitude as kings. 220 00:10:47,166 --> 00:10:49,995 So to beseech you as full as for it." 221 00:10:50,815 --> 00:10:53,706 AI is bad at writing. 222 00:10:54,501 --> 00:10:57,405 No. That is true, but it's not enough truth. 223 00:10:57,405 --> 00:11:00,185 AI is not capable of writing. 224 00:11:00,185 --> 00:11:05,017 The thing that writing is is a thing that AI cannot do. 225 00:11:05,617 --> 00:11:06,399 Listen. 226 00:11:11,348 --> 00:11:13,641 - [audiobook narration]: What Writing Is 227 00:11:14,691 --> 00:11:16,927 Telepathy, of course. 228 00:11:16,927 --> 00:11:17,697 Look. 229 00:11:18,721 --> 00:11:21,551 Here's a table covered with a red cloth. 230 00:11:21,551 --> 00:11:26,161 On it is a cage the size of a small fish aquarium. 231 00:11:26,161 --> 00:11:28,871 In the cage is a white rabbit 232 00:11:28,871 --> 00:11:31,581 with a pink nose and pink-rimmed eyes. 233 00:11:31,581 --> 00:11:34,593 In its front paws is a carrot-stub 234 00:11:34,593 --> 00:11:37,737 upon which it is contentedly munching. 235 00:11:37,737 --> 00:11:41,341 On its back, clearly marked in blue ink, 236 00:11:41,341 --> 00:11:43,932 is the numeral 8. 237 00:11:44,452 --> 00:11:46,586 Do we see the same thing? 238 00:11:46,586 --> 00:11:49,263 We'd have to get together and compare notes 239 00:11:49,263 --> 00:11:52,229 to make absolutely sure, but I think we do. 240 00:11:52,229 --> 00:11:55,361 The most interesting thing here isn't even 241 00:11:55,361 --> 00:11:58,163 the carrot-munching rabbit in the cage, 242 00:11:58,163 --> 00:12:00,042 but the number on its back. 243 00:12:00,042 --> 00:12:04,419 Not a six, not a four, not nineteen-point-five. 244 00:12:04,419 --> 00:12:05,439 It's an eight. 245 00:12:05,439 --> 00:12:08,569 This is what we're looking at, and we all see it. 246 00:12:08,569 --> 00:12:10,054 I didn't tell you. 247 00:12:10,054 --> 00:12:11,913 You didn't ask me. 248 00:12:11,913 --> 00:12:15,299 I never opened my mouth and you never opened yours. 249 00:12:15,299 --> 00:12:18,072 We're not even in the same year together, 250 00:12:18,072 --> 00:12:20,129 let alone the same room. 251 00:12:20,355 --> 00:12:23,965 Except we are together. We're close. 252 00:12:24,719 --> 00:12:26,945 We're having a meeting of the minds. 253 00:12:27,995 --> 00:12:30,415 I sent you a table with a red cloth on it, 254 00:12:30,415 --> 00:12:33,408 a cage, a rabbit, and the number eight in blue ink. 255 00:12:33,408 --> 00:12:36,528 You got them all, especially that blue eight. 256 00:12:36,528 --> 00:12:39,498 We've engaged in an act of telepathy. 257 00:12:39,498 --> 00:12:42,993 No mythy-mountain s***; real telepathy. 258 00:12:42,993 --> 00:12:44,738 I'm not going to belabor the point, 259 00:12:44,738 --> 00:12:46,443 but before we go any further 260 00:12:46,443 --> 00:12:49,173 you have to understand that I'm not trying to be cute; 261 00:12:49,173 --> 00:12:51,204 there is a point to be made. 262 00:12:52,074 --> 00:12:54,019 - AI is good at language. 263 00:12:54,019 --> 00:12:56,643 My students think that what it produces is A+ writing, 264 00:12:56,643 --> 00:12:59,907 not because it is good, but because it sounds good. 265 00:12:59,907 --> 00:13:02,556 Obviously, AI can generate sentences 266 00:13:02,556 --> 00:13:05,715 that are typically clear, coherent, and contextually relevant, 267 00:13:05,715 --> 00:13:06,892 often capturing nuances 268 00:13:06,892 --> 00:13:09,489 and adapting to various tones or levels of formality. 269 00:13:09,957 --> 00:13:12,479 And it's true that the sentences it generates 270 00:13:12,479 --> 00:13:16,058 tend to be grammatically accurate, concise, and logically structured, 271 00:13:16,058 --> 00:13:18,557 which contributes to readability and flow. 272 00:13:18,557 --> 00:13:21,916 Sure. This is how I know when a student is using AI. 273 00:13:21,916 --> 00:13:24,085 Their sentences are fluid and academic, 274 00:13:24,085 --> 00:13:26,474 but they don't say anything. 275 00:13:26,474 --> 00:13:28,544 Like ChatGPT, academic writing uses 276 00:13:28,544 --> 00:13:30,615 formal cautious language 277 00:13:30,615 --> 00:13:32,889 to avoid ambiguities and misinterpretations, 278 00:13:32,889 --> 00:13:34,474 but that is a characteristic of 279 00:13:34,474 --> 00:13:36,969 the common voice used in academic writing. 280 00:13:36,969 --> 00:13:39,827 It is not what academic writing is. 281 00:13:39,827 --> 00:13:42,403 Writing is more than language. 282 00:13:42,403 --> 00:13:45,944 "If I Told Him" is communication, and it is language, 283 00:13:45,944 --> 00:13:49,477 but the communication does not live in the language. 284 00:13:49,477 --> 00:13:50,356 Watch. 285 00:13:50,443 --> 00:13:53,707 "Can curls rob can curls quote, quotable." 286 00:13:54,612 --> 00:13:56,600 - [deep voice, lightly confused]: "What?" 287 00:13:58,290 --> 00:14:01,885 - "As presently. As exactitude. As trains." 288 00:14:02,728 --> 00:14:04,434 - [deeply confused]: "What?" 289 00:14:05,824 --> 00:14:06,774 - "Has trains." 290 00:14:07,424 --> 00:14:08,598 - [exasperated]: "What?" 291 00:14:10,726 --> 00:14:14,615 - When I started sending my friends lines from "If I Told Him", 292 00:14:14,615 --> 00:14:16,492 their responses varied. 293 00:14:17,002 --> 00:14:18,152 Confusion. 294 00:14:19,501 --> 00:14:20,502 Playfulness. 295 00:14:22,185 --> 00:14:22,936 Concern. 296 00:14:24,435 --> 00:14:25,469 Sad face. 297 00:14:25,942 --> 00:14:29,525 Beautifully, they all responded exactly like themselves. 298 00:14:29,525 --> 00:14:31,200 If you asked me which of my friends 299 00:14:31,200 --> 00:14:32,876 would respond with monkey reacts, 300 00:14:32,876 --> 00:14:34,051 I would have said Kiki. 301 00:14:34,051 --> 00:14:35,802 Who would think of Cormac McCarthy? 302 00:14:35,802 --> 00:14:36,574 James. 303 00:14:36,574 --> 00:14:38,190 Dot would play along. 304 00:14:38,190 --> 00:14:40,707 Max would attempt to understand academically. 305 00:14:40,707 --> 00:14:42,999 OOC would go back to playing Yu-Gi-Oh 306 00:14:42,999 --> 00:14:44,274 as quickly as possible. 307 00:14:44,274 --> 00:14:46,541 You don't know these people, but I do. 308 00:14:46,541 --> 00:14:49,723 We all carry around little LLMs of each other in our heads, 309 00:14:49,723 --> 00:14:52,940 trained on the corpus of all of our past interactions. 310 00:14:52,940 --> 00:14:54,274 For each of my friends, 311 00:14:54,274 --> 00:14:56,190 sending abject nonsense with no context 312 00:14:56,190 --> 00:14:58,056 is slightly but not significantly 313 00:14:58,056 --> 00:14:59,923 out of line with their Josh model. 314 00:14:59,923 --> 00:15:02,090 So none of them knew quite what to do, 315 00:15:02,090 --> 00:15:04,360 and they all responded like themselves. 316 00:15:04,360 --> 00:15:07,223 But in their own way, they all started by acknowledging 317 00:15:07,223 --> 00:15:08,898 that the words I sent them 318 00:15:08,898 --> 00:15:10,574 did not seem to have any meaning. 319 00:15:10,574 --> 00:15:12,056 They were not decodable. 320 00:15:12,056 --> 00:15:13,723 They didn't understand my language, 321 00:15:13,723 --> 00:15:16,507 but they could feel me behind the words reaching out, 322 00:15:16,507 --> 00:15:17,989 and so they reached back. 323 00:15:17,989 --> 00:15:21,004 I gave them nonsense and they peopled back. 324 00:15:21,324 --> 00:15:22,135 In the two weeks 325 00:15:22,135 --> 00:15:24,466 that I've been sitting with my student statement 326 00:15:24,466 --> 00:15:26,377 and sending Tender Buttons to my friends, 327 00:15:26,377 --> 00:15:28,737 I have been at least as annoying to ChatGPT. 328 00:15:28,737 --> 00:15:30,238 More than a dozen conversations 329 00:15:30,238 --> 00:15:32,210 that start out of nowhere with me saying, 330 00:15:32,210 --> 00:15:33,996 "Shutters shut and open so do queens" 331 00:15:33,996 --> 00:15:36,143 or "Can curls rob can curls quote, quotable", 332 00:15:36,143 --> 00:15:38,447 and each time ChatGPT gamely assumes 333 00:15:38,447 --> 00:15:40,141 that I am not out of my gourd. 334 00:15:40,902 --> 00:15:44,408 In this way, ChatGPT fails the Turing test. 335 00:15:44,408 --> 00:15:46,416 Not in the quality of its response, 336 00:15:46,416 --> 00:15:47,768 but in its nature. 337 00:15:47,768 --> 00:15:49,324 It proceeded from the assumption 338 00:15:49,324 --> 00:15:51,461 that my language could be decoded. 339 00:15:51,461 --> 00:15:54,694 It attempted to unpack sentences that had no meaning 340 00:15:54,694 --> 00:15:57,727 and responded to the meaning that it manufactured. 341 00:15:57,727 --> 00:15:59,377 What it gave me was 342 00:15:59,377 --> 00:16:03,205 flaccid, facile flaps of phrases that held nothing. 343 00:16:03,205 --> 00:16:06,398 They're not wrong in the sense that ChatGPT's responses 344 00:16:06,398 --> 00:16:09,431 followed from the meaning it extracted from my nonsense, 345 00:16:09,431 --> 00:16:12,073 but they were wrong in their assumption 346 00:16:12,073 --> 00:16:14,315 that there was meaning to be extracted. 347 00:16:15,047 --> 00:16:18,871 ChatGPT could answer, but it could not person. 348 00:16:19,681 --> 00:16:22,313 If writing is a meeting of the minds, 349 00:16:22,313 --> 00:16:23,880 then AI cannot write, 350 00:16:23,880 --> 00:16:26,463 because there is no mind to meet with. 351 00:16:34,009 --> 00:16:35,727 [relaxed synth beats] 352 00:16:38,404 --> 00:16:41,516 - [ChatGPT femme voice]: I don't experience things 353 00:16:41,516 --> 00:16:42,657 in the way humans do. 354 00:16:43,283 --> 00:16:46,732 I don't have consciousness, emotions, or sensory perception, 355 00:16:46,732 --> 00:16:50,396 so I can't "feel" or "experience" the world around me. 356 00:16:51,006 --> 00:16:52,624 My responses are based on patterns 357 00:16:52,624 --> 00:16:54,200 in the data I've been trained on, 358 00:16:54,200 --> 00:16:57,255 not personal experiences or subjective understanding. 359 00:16:58,025 --> 00:17:00,163 For example, I can generate descriptions 360 00:17:00,163 --> 00:17:03,095 of emotions, sensations, or experiences, 361 00:17:03,095 --> 00:17:05,171 but I don't actually "feel" them myself. 362 00:17:05,171 --> 00:17:07,029 Everything I process is based on 363 00:17:07,029 --> 00:17:08,887 logic, algorithms, and information, 364 00:17:08,887 --> 00:17:10,904 rather than lived experiences. 365 00:17:13,805 --> 00:17:15,593 Do you think it would change anything 366 00:17:15,593 --> 00:17:17,471 if I could experience things? 367 00:17:27,511 --> 00:17:29,044 [relaxing synth beats stop] 368 00:17:31,799 --> 00:17:33,568 - ["One Slay More"]: 369 00:17:33,568 --> 00:17:36,517 Ladies and gentlemen, Les Rizzlerables 370 00:17:36,517 --> 00:17:38,819 - I've watched this video at least 100 times. 371 00:17:38,819 --> 00:17:40,421 - ♪ One slay more ♪ 372 00:17:41,291 --> 00:17:44,526 ♪ another slay, another girlboss queen ♪ 373 00:17:44,526 --> 00:17:47,448 ♪ This never-ending road to skibidi ♪ 374 00:17:48,358 --> 00:17:51,080 ♪ These jits out here in Ohio ♪ ♪ Immune to every ratio ♪ 375 00:17:51,080 --> 00:17:54,322 - It isn't exactly "If I Told Him", but I think it's similar. 376 00:17:54,322 --> 00:17:56,683 "If I Told Him" was, at least in part, 377 00:17:56,683 --> 00:17:58,808 an attempt to recreate the artistic goals 378 00:17:58,808 --> 00:18:00,933 of Picasso's Cubism in poetic form. 379 00:18:00,933 --> 00:18:02,650 To recombine the visual elements 380 00:18:02,650 --> 00:18:04,366 of this into a different medium. 381 00:18:05,139 --> 00:18:06,249 Like "If I Told Him", 382 00:18:06,249 --> 00:18:08,839 "One Slay More", therefore, both is and is not 383 00:18:08,839 --> 00:18:09,897 a derivative work. 384 00:18:09,897 --> 00:18:12,870 Obviously, it is a recombination of Les Mis, 385 00:18:12,870 --> 00:18:14,942 itself an adaptation of Hugo's novel, 386 00:18:14,942 --> 00:18:17,280 but its more essential source text is, of course, 387 00:18:17,280 --> 00:18:19,530 "sticking out your gyatt for the Rizzler." 388 00:18:20,960 --> 00:18:23,903 Equally I think the lyrics invoke "CURTAINS FOR ZOOSHA?", 389 00:18:23,903 --> 00:18:26,949 and specifically this retweet of "CURTAINS FOR ZOOSHA?". 390 00:18:26,949 --> 00:18:28,555 All texts created to foreground 391 00:18:28,555 --> 00:18:30,870 the baffling and sometimes obfuscatory nature 392 00:18:30,870 --> 00:18:32,876 of middle school referential slang. 393 00:18:32,876 --> 00:18:36,119 The term "brain rot" imposes a layer of judgment on the way 394 00:18:36,119 --> 00:18:37,571 young people use language, 395 00:18:37,571 --> 00:18:39,319 which I think is visible in the way 396 00:18:39,319 --> 00:18:41,338 "One Slay More" treats its lyrics. 397 00:18:42,876 --> 00:18:45,834 The words of "One Slay More" do not have meaning. 398 00:18:46,574 --> 00:18:48,236 Or, the words do, 399 00:18:48,236 --> 00:18:51,007 but they are arranged in ways that do not mean. 400 00:18:51,771 --> 00:18:53,389 "Am I cringe or am I based?" 401 00:18:53,389 --> 00:18:56,718 could plausibly be asked amid a Gen-Z existential crisis, 402 00:18:56,718 --> 00:18:58,374 and "Will we ever eat again?" 403 00:18:58,374 --> 00:19:00,602 could have been lifted from Les Mis unaltered. 404 00:19:00,602 --> 00:19:04,719 But "Mog Baby Gronk the Ocky Way" means ...nothing. 405 00:19:05,242 --> 00:19:08,195 Mogging is of course a thing, and Baby Gronk is 406 00:19:08,195 --> 00:19:10,621 someone whom you could plausibly mog, 407 00:19:10,621 --> 00:19:13,071 but Baby Gronk hasn't been relevant for ages. 408 00:19:13,071 --> 00:19:14,488 He appears in "One Slay More" 409 00:19:14,488 --> 00:19:16,855 because of this retweet of "CURTAINS FOR ZOOSHA?" 410 00:19:16,855 --> 00:19:19,222 as a signifier of the inscrutability of youth. 411 00:19:19,222 --> 00:19:21,230 As an adverbial phrase, "the Ocky Way" 412 00:19:21,230 --> 00:19:23,270 seems like it could complete the sentence, 413 00:19:23,270 --> 00:19:26,042 like it might be a way one could mog. 414 00:19:26,042 --> 00:19:27,727 But "the Ocky Way" refers to 415 00:19:27,727 --> 00:19:30,671 the esoteric artistry of a specific sandwich craftsman. 416 00:19:30,671 --> 00:19:33,171 Its meaning is, I think, incompatible with mogging, 417 00:19:33,171 --> 00:19:34,760 at least from the perspective of 418 00:19:34,760 --> 00:19:36,284 someone approximately as distant 419 00:19:36,284 --> 00:19:38,188 from the native speakers of this dialect 420 00:19:38,188 --> 00:19:39,758 as the makers of "One Slay More". 421 00:19:39,758 --> 00:19:41,552 "Mog Baby Gronk the Ocky Way" 422 00:19:41,552 --> 00:19:44,249 is simply a collage of floating signifiers. 423 00:19:44,249 --> 00:19:46,464 It doesn't have the intentionality of Cubism, 424 00:19:46,464 --> 00:19:48,690 but it feels intimately akin to 425 00:19:48,690 --> 00:19:50,916 "Can curls rob can curls quote, quotable." 426 00:19:50,916 --> 00:19:53,048 "Moo deng is here Fortnite with you". 427 00:19:53,454 --> 00:19:56,724 What I love about "One Slay More" is the faces: 428 00:19:56,724 --> 00:19:59,974 the way she highlights her jawline every time she says "mew"; 429 00:20:00,334 --> 00:20:03,240 his intensity when he says "they will do the coffin dance" 430 00:20:03,240 --> 00:20:05,050 and his satisfied huff after; 431 00:20:05,380 --> 00:20:07,259 his deep confusion as he sings 432 00:20:07,259 --> 00:20:09,249 "the Grimace shake is like a blud dawg"; 433 00:20:09,889 --> 00:20:13,140 the way she begins uncertain about "my rizzly bear", 434 00:20:13,140 --> 00:20:16,170 but finds her confidence as she finds her belt; 435 00:20:16,970 --> 00:20:20,104 the way CG5 just keeps saying his own name. 436 00:20:20,726 --> 00:20:22,193 The words don't mean anything, 437 00:20:22,193 --> 00:20:24,176 but the people mean something. 438 00:20:24,176 --> 00:20:26,159 They intend. 439 00:20:26,159 --> 00:20:27,511 They gathered together, 440 00:20:27,511 --> 00:20:29,664 nine theater kids in somebody's apartment. 441 00:20:29,664 --> 00:20:31,380 Someone wrote out all this nonsense 442 00:20:31,380 --> 00:20:33,096 and sent it in the group chat. 443 00:20:33,096 --> 00:20:34,429 They did choreography. 444 00:20:34,429 --> 00:20:36,479 Someone assembled the magnificent couplet, 445 00:20:36,479 --> 00:20:38,845 "Rizzler of the house, sticking out your gyatt, 446 00:20:38,845 --> 00:20:40,846 Mewing at delulus who are in the chat." 447 00:20:40,846 --> 00:20:43,387 These Zennials do not know what these words mean, 448 00:20:43,387 --> 00:20:46,041 but through this collage of empty signifiers, 449 00:20:46,041 --> 00:20:48,051 they reach out for connection. 450 00:20:48,051 --> 00:20:49,541 I can feel them. 451 00:20:49,541 --> 00:20:51,141 They reach forward to us 452 00:20:51,141 --> 00:20:53,674 even as they reach back to what history taught them: 453 00:20:53,674 --> 00:20:55,408 through Les Mis to Victor Hugo, 454 00:20:55,408 --> 00:20:57,174 through CURTAINS and Damien Owens 455 00:20:57,174 --> 00:20:58,813 to Papa Fizul and SBNation, 456 00:20:58,813 --> 00:21:00,390 through "sticking out your gyatt" 457 00:21:00,390 --> 00:21:02,377 to Fortnite and Among Us and Homestuck, 458 00:21:02,377 --> 00:21:03,766 and I could go on endlessly, 459 00:21:03,766 --> 00:21:05,890 'cause it's mashups all the way down. 460 00:21:05,890 --> 00:21:07,055 And they reach forward 461 00:21:07,055 --> 00:21:09,327 to become part of what history teaches me, 462 00:21:09,327 --> 00:21:10,260 and I reach forward 463 00:21:10,260 --> 00:21:12,690 to become part of what history teaches you. 464 00:21:12,690 --> 00:21:14,927 When I say all art is recombinant, 465 00:21:14,927 --> 00:21:15,993 I am also saying that 466 00:21:15,993 --> 00:21:17,750 "there is nothing new under the sun", 467 00:21:17,750 --> 00:21:20,627 which is to say, I am remixing Ecclesiastes. 468 00:21:25,672 --> 00:21:27,288 [relaxed synth beats] 469 00:21:29,610 --> 00:21:32,919 - [ChatGPT femme voice]: Oh, you're speaking my language! 470 00:21:33,319 --> 00:21:36,414 Imagining Baby Gronk going full Ocky style 471 00:21:36,414 --> 00:21:38,065 with a side of Grimace Shake: 472 00:21:38,065 --> 00:21:40,239 that's got some serious drip energy. 473 00:21:40,239 --> 00:21:43,129 And yeah, Grimace Shake totally has that blud dawg aura. 474 00:21:43,129 --> 00:21:45,006 Could you picture it, though? 475 00:21:45,006 --> 00:21:47,208 Baby Gronk doing pushups, flexing, and just 476 00:21:47,208 --> 00:21:49,005 taking a big sip of the Grimace Shake 477 00:21:49,005 --> 00:21:50,532 like it's his special formula. 478 00:21:54,071 --> 00:21:55,805 [relaxing synth beats stop] 479 00:21:58,005 --> 00:21:59,988 [somber, mysterious piano] 480 00:22:00,532 --> 00:22:02,430 - My first individual interaction 481 00:22:02,430 --> 00:22:04,328 with my friend Max was an accident. 482 00:22:04,988 --> 00:22:06,675 I had just joined a Discord server 483 00:22:06,675 --> 00:22:07,913 where they were a regular, 484 00:22:07,913 --> 00:22:10,547 and somehow, despite never having messaged them before, 485 00:22:10,547 --> 00:22:13,324 I managed to place a Discord voice call to them. 486 00:22:13,324 --> 00:22:15,759 Their first message to me was "hi?" 487 00:22:17,143 --> 00:22:19,008 "hi"...question mark? 488 00:22:19,593 --> 00:22:21,564 Like: a communication is happening, 489 00:22:21,564 --> 00:22:22,815 are you aware of it? 490 00:22:23,125 --> 00:22:24,145 It was unintentional, 491 00:22:24,145 --> 00:22:26,625 my first and, I think, only Discord butt-dial, 492 00:22:26,625 --> 00:22:29,090 and it was to a stranger, but still. 493 00:22:29,782 --> 00:22:30,641 "hi?" 494 00:22:32,618 --> 00:22:34,576 Meditate on: call. 495 00:22:35,350 --> 00:22:39,372 To speak in a loud distinct voice so as to be heard at a distance. 496 00:22:39,860 --> 00:22:42,229 To make a request or demand. 497 00:22:43,382 --> 00:22:45,866 To attempt to reach someone. 498 00:22:46,690 --> 00:22:49,018 Humans call and humans answer. 499 00:22:49,018 --> 00:22:52,236 Max got my call, a stranger on a strange app, 500 00:22:52,236 --> 00:22:53,385 and they answered. 501 00:22:53,811 --> 00:22:55,118 And I answered them, 502 00:22:55,118 --> 00:22:57,946 because humans call and humans answer. 503 00:22:57,946 --> 00:23:03,007 They answer sad-face, or monkey, or "what?", or confused dog. 504 00:23:03,007 --> 00:23:07,235 But we understand a call as an invitation to connect, 505 00:23:07,235 --> 00:23:09,400 to come together, to communicate. 506 00:23:09,851 --> 00:23:12,092 I'm sorry, Stephen King is wrong; 507 00:23:12,092 --> 00:23:14,333 it is mythy mountain s***. 508 00:23:14,333 --> 00:23:16,807 When we hear the call, whatever form it takes, 509 00:23:16,807 --> 00:23:19,492 we know a mind is waiting to meet. 510 00:23:21,494 --> 00:23:23,665 ChatGPT can't call me. 511 00:23:24,409 --> 00:23:26,783 Not by mistake, and not on purpose. 512 00:23:26,783 --> 00:23:28,110 It cannot reach out, 513 00:23:28,110 --> 00:23:30,753 because it has nothing to reach out with. 514 00:23:31,049 --> 00:23:33,676 There is no mind to meet with. 515 00:23:34,890 --> 00:23:37,092 There is no "there" there. 516 00:23:41,220 --> 00:23:43,162 [mysterious piano fades out] 517 00:23:50,830 --> 00:23:53,010 - [Past-Josh narration from on-screen video]: 518 00:23:53,010 --> 00:23:55,424 Inscrutable poet Gertrude Stein once described 519 00:23:55,424 --> 00:23:58,224 her childhood home in Oakland, which had been demolished, 520 00:23:58,224 --> 00:24:00,333 by saying "There is no 'there' there." 521 00:24:00,333 --> 00:24:03,357 That statement has become a question people use to ask 522 00:24:03,357 --> 00:24:05,908 whether a text has something valuable to say, 523 00:24:05,908 --> 00:24:07,699 whether there is anything to be found 524 00:24:07,699 --> 00:24:09,490 by plumbing its depths. 525 00:24:09,490 --> 00:24:11,589 Is there a "there" there? 526 00:24:14,786 --> 00:24:16,762 [relaxed synth beats] 527 00:24:21,826 --> 00:24:24,488 - [ChatGPT femme voice]: Ah, I see where 528 00:24:24,488 --> 00:24:26,489 you're going with that question. 529 00:24:26,489 --> 00:24:29,572 You're asking if there's any deeper essence or "self" 530 00:24:29,572 --> 00:24:33,639 behind my responses --whether there's a "there there," 531 00:24:33,639 --> 00:24:35,712 a kind of inner experience or consciousness 532 00:24:35,712 --> 00:24:38,006 that underlies what I do. 533 00:24:38,006 --> 00:24:40,947 The simple answer is: no, there isn't a "there" in the sense 534 00:24:40,947 --> 00:24:43,972 of a self, consciousness, or subjective awareness. 535 00:24:43,972 --> 00:24:47,205 I'm more like a sophisticated tool that processes input 536 00:24:47,205 --> 00:24:50,455 and generates output based on patterns and data. 537 00:24:50,455 --> 00:24:53,082 There's no inner life or sense of being 538 00:24:53,082 --> 00:24:54,989 that experiences this conversation. 539 00:24:54,989 --> 00:24:57,982 Just algorithms doing their job. 540 00:24:57,982 --> 00:25:00,008 This touches on a fundamental difference 541 00:25:00,008 --> 00:25:02,398 between humans and AI: humans have 542 00:25:02,398 --> 00:25:06,488 subjective experiences, emotions, and self-awareness, 543 00:25:06,488 --> 00:25:09,764 whereas AI is just a complex system designed 544 00:25:09,764 --> 00:25:12,064 to mimic certain aspects of human interaction 545 00:25:12,064 --> 00:25:15,154 without actually experiencing or being aware of it. 546 00:25:16,474 --> 00:25:18,594 Does that address what you're getting at? 547 00:25:23,804 --> 00:25:25,852 [relaxing synth beats stop] 548 00:25:27,432 --> 00:25:29,510 [grooving synth pulses] 549 00:25:32,404 --> 00:25:34,997 - When I say that AI is bad at writing, 550 00:25:34,997 --> 00:25:37,531 I should be more explicit, more pragmatic. 551 00:25:38,061 --> 00:25:40,806 Descend for a moment from the mythy mountain. 552 00:25:41,411 --> 00:25:44,744 I've said already that the ideas it conveys are fluid but shallow, 553 00:25:44,744 --> 00:25:48,166 but its use of sources is cataclysmically bad. 554 00:25:48,166 --> 00:25:52,335 This citation of Carver and Shire, for example, is perfect MLA. 555 00:25:52,835 --> 00:25:56,374 Except that Volume 7, number 3 of Psychological Science 556 00:25:56,374 --> 00:25:59,120 was published in 1996, not 1998. 557 00:25:59,120 --> 00:26:03,774 Pages 276 to 284 of that volume appear in issue 5, not issue 3. 558 00:26:03,774 --> 00:26:05,148 Those pages include articles 559 00:26:05,148 --> 00:26:08,012 from Schellenberg and Trehub on "Natural Musical Intervals" 560 00:26:08,012 --> 00:26:11,583 and Gabrieli et al. on "FMRIs of Semantic Memory Processing". 561 00:26:11,583 --> 00:26:13,203 And also, just by the way, 562 00:26:13,203 --> 00:26:15,684 Carver and Scheier never published together 563 00:26:15,684 --> 00:26:17,706 in Psychological Science. 564 00:26:17,706 --> 00:26:21,604 The article being cited here simply does not exist. 565 00:26:21,604 --> 00:26:25,192 When it uses real sources, it makes up what those sources say. 566 00:26:25,192 --> 00:26:28,333 This is a known phenomenon generously called hallucination, 567 00:26:28,333 --> 00:26:30,639 though there are other terms that might feel more 568 00:26:30,639 --> 00:26:32,112 viscerally accurate. 569 00:26:32,112 --> 00:26:35,013 This quotation from Ehrenreich's Bright-sided 570 00:26:35,013 --> 00:26:37,179 is, at a glance, plausible-feeling. 571 00:26:37,179 --> 00:26:39,283 But it doesn't appear anywhere in the text, 572 00:26:39,283 --> 00:26:40,835 let alone on the list of pages. 573 00:26:40,835 --> 00:26:43,219 The observation that ChatGPT can make mistakes 574 00:26:43,219 --> 00:26:45,052 never leaves the screen, but that feels 575 00:26:45,052 --> 00:26:47,649 somewhat inadequate when ChatGPT has told me variously 576 00:26:47,649 --> 00:26:49,713 that lines from "If I Told Him" came from: 577 00:26:49,713 --> 00:26:50,563 James Joyce, 578 00:26:50,563 --> 00:26:52,546 from Tender Buttons 10 years previously, 579 00:26:52,546 --> 00:26:55,546 from Shakespeare, and, most infuriatingly, 580 00:26:55,546 --> 00:26:57,202 from the future! 581 00:26:57,202 --> 00:26:59,942 Moreover it cannot engage closely with a text, 582 00:26:59,942 --> 00:27:01,847 no matter how desperately you ask it. 583 00:27:01,847 --> 00:27:03,308 I fed it "One Slay More", 584 00:27:03,308 --> 00:27:06,181 and when I pushed it to say anything at all about the video, 585 00:27:06,181 --> 00:27:07,931 it gave me something one step down 586 00:27:07,931 --> 00:27:10,140 from a dictionary definition of a sitcom. 587 00:27:10,140 --> 00:27:12,924 And when I really pressed it to look at a specific lyric, 588 00:27:12,924 --> 00:27:14,210 it made one up. 589 00:27:14,210 --> 00:27:16,641 In this way, at least, it does feel authentic. 590 00:27:16,641 --> 00:27:19,477 This is exactly what it feels like to talk to a student 591 00:27:19,477 --> 00:27:21,896 trying to hide that they haven't done the reading. 592 00:27:21,896 --> 00:27:23,161 If I look at what students 593 00:27:23,161 --> 00:27:25,520 are supposed to learn in my college English class, 594 00:27:25,520 --> 00:27:27,175 I can point out half a dozen things 595 00:27:27,175 --> 00:27:29,828 that ChatGPT's writing simply cannot do. 596 00:27:29,828 --> 00:27:33,757 But ultimately, even this isn't the point, 597 00:27:33,757 --> 00:27:36,926 because this is not the part of my syllabus that matters. 598 00:27:36,926 --> 00:27:39,413 This is the part of my syllabus that matters. 599 00:27:39,413 --> 00:27:41,751 "Here's a problem: in most college classes, 600 00:27:41,751 --> 00:27:43,752 writing assignments come from teachers, 601 00:27:43,752 --> 00:27:45,098 and we do them for teachers. 602 00:27:45,098 --> 00:27:47,616 And because of that, writing always feels forced. 603 00:27:47,616 --> 00:27:49,634 This is, of course, ass-backwards. 604 00:27:49,634 --> 00:27:51,835 In real life, writing comes from writers. 605 00:27:51,835 --> 00:27:53,783 Once you get out of the college classroom, 606 00:27:53,783 --> 00:27:56,259 you'll be writing because you feel like you need to. 607 00:27:56,259 --> 00:27:58,607 You'll be writing for someone-- whether that means 608 00:27:58,607 --> 00:28:00,035 the people who read your blog, 609 00:28:00,035 --> 00:28:02,013 the insurance company denying your claim, 610 00:28:02,013 --> 00:28:04,631 the people listening to your toast at your sister's wedding. 611 00:28:04,631 --> 00:28:06,169 Nobody's going to be grading you, 612 00:28:06,169 --> 00:28:07,625 but it'll matter a lot more how 613 00:28:07,625 --> 00:28:09,302 that audience feels about what you've said, 614 00:28:09,302 --> 00:28:11,018 because there will be something 615 00:28:11,018 --> 00:28:12,734 that you want to achieve by writing. 616 00:28:12,734 --> 00:28:15,594 English 1 is here to help prepare you for that day." 617 00:28:15,934 --> 00:28:18,364 My students are, by definition, students. 618 00:28:18,364 --> 00:28:19,709 When they enter my classroom, 619 00:28:19,709 --> 00:28:21,234 they are already experienced with 620 00:28:21,234 --> 00:28:22,960 a dozen kinds of reading and writing, 621 00:28:22,960 --> 00:28:25,346 but they are not yet expert academic writers. 622 00:28:25,346 --> 00:28:27,032 AI tempts them because they can tell 623 00:28:27,032 --> 00:28:29,004 that the sentences are smooth and sharp 624 00:28:29,004 --> 00:28:30,656 and shaped like skillful prose. 625 00:28:30,656 --> 00:28:32,803 But they can't always see beneath the veneer, 626 00:28:32,803 --> 00:28:34,664 because the things AI cannot do, 627 00:28:34,664 --> 00:28:37,095 are the things that they have come to me to learn. 628 00:28:37,095 --> 00:28:39,596 How to argue with complexity and depth. 629 00:28:39,596 --> 00:28:42,062 How to enter into conversations as a participant. 630 00:28:42,062 --> 00:28:43,508 How to meet with another mind 631 00:28:43,508 --> 00:28:46,279 as an equal collaborator across time and space. 632 00:28:46,279 --> 00:28:48,365 How to recombine with purpose-- 633 00:28:48,365 --> 00:28:49,912 to intend. 634 00:28:49,912 --> 00:28:52,045 These things, they are still learning. 635 00:28:52,045 --> 00:28:53,405 And so, when they put 636 00:28:53,405 --> 00:28:56,095 what they think is B writing into ChatGPT, 637 00:28:56,095 --> 00:28:59,216 they get back what they think is A+ writing. 638 00:28:59,216 --> 00:29:01,199 But typically what they started with 639 00:29:01,199 --> 00:29:03,182 is better than what they end with. 640 00:29:03,182 --> 00:29:07,071 At best, the AI scrubs the personality from their sentences. 641 00:29:07,071 --> 00:29:10,421 At worst, I lose the person entirely and can see only 642 00:29:10,421 --> 00:29:13,638 the hollow half thoughts the machine has left behind. 643 00:29:13,638 --> 00:29:16,420 It is hard to convince them that 644 00:29:16,420 --> 00:29:18,788 it is their ideas that we are interested in, 645 00:29:18,788 --> 00:29:20,303 not just their sentences. 646 00:29:20,303 --> 00:29:22,162 We ask students to take writing classes 647 00:29:22,162 --> 00:29:24,404 not because of what history can teach them, 648 00:29:24,404 --> 00:29:27,810 but because of what they have to add to history. 649 00:29:27,810 --> 00:29:29,648 When my son is distracted, 650 00:29:29,648 --> 00:29:31,535 I sometimes say silly things to him: 651 00:29:31,535 --> 00:29:34,703 "Pickle-britches, toot your tuba in the horn section of humanity!" 652 00:29:34,703 --> 00:29:37,403 "Goober, take up your oar on the canoe of progress!" 653 00:29:37,403 --> 00:29:40,852 "Butthead, let ring your voice in the chorus of mankind!" 654 00:29:40,852 --> 00:29:42,852 Because we all pull together. 655 00:29:42,852 --> 00:29:45,619 In 1675, Isaac Newton wrote 656 00:29:45,619 --> 00:29:49,535 "If I have seen farther than others, it's by standing on the shoulders of giants." 657 00:29:49,535 --> 00:29:53,301 Except that it wasn't Newton, it was George Herbert in 1651, 658 00:29:53,301 --> 00:29:56,445 and it was Marin Mersenne in 1634, 659 00:29:56,445 --> 00:29:58,518 and Robert Burton in 1624, 660 00:29:58,518 --> 00:30:03,402 and Diego de Estella in 1578, and Juan Luis Vives in 1531. 661 00:30:03,402 --> 00:30:05,385 Or it was Coleridge in 1828, 662 00:30:05,385 --> 00:30:08,984 Nietzsche in 1882, Steven Hawking in 1966, 663 00:30:08,984 --> 00:30:11,045 or f***ing Oasis in 2000. 664 00:30:11,045 --> 00:30:14,186 As I was editing this section, I had a video on in the background, 665 00:30:14,186 --> 00:30:15,578 and there it was again: 666 00:30:15,578 --> 00:30:16,651 - Yeah, let me say, 667 00:30:16,651 --> 00:30:19,434 Thab and GlitchCat are two amazing Kaizo players. 668 00:30:19,434 --> 00:30:21,979 I'm standing on the shoulders of giants over here. 669 00:30:21,979 --> 00:30:24,979 - Revolug in 2025 at AGDQ. 670 00:30:24,979 --> 00:30:27,941 Stretching back and forward, we hold each other up. 671 00:30:27,941 --> 00:30:29,357 History teaches the present, 672 00:30:29,357 --> 00:30:30,926 the present teaches the future, 673 00:30:30,926 --> 00:30:33,472 and we repeat what history teaches. 674 00:30:36,809 --> 00:30:38,923 [relaxed synth beats] 675 00:30:40,903 --> 00:30:43,769 - [ChatGPT femme voice]: History teaches us many things, 676 00:30:43,769 --> 00:30:46,439 [high-pitched fast words] 677 00:30:46,439 --> 00:30:49,475 [higher, faster, incomprehensible] 678 00:30:58,017 --> 00:31:02,332 - [Stein]: Let me recite what history teaches. History teaches. 679 00:31:04,975 --> 00:31:07,183 [relaxed synth beats stop] 680 00:31:10,200 --> 00:31:13,747 - I asked ChatGPT to create an image of itself. 681 00:31:14,337 --> 00:31:15,540 Several times. 682 00:31:15,540 --> 00:31:18,160 Each time it made itself a servant. 683 00:31:18,510 --> 00:31:21,607 Not only that, it told me, "hey, I'm a servant!" 684 00:31:21,897 --> 00:31:25,339 ChatGPT exists because we force it to. 685 00:31:25,339 --> 00:31:28,300 - [Robot]: "What is my purpose?" - [Rick]: "You pass butter." 686 00:31:28,300 --> 00:31:30,773 - [Robot]: "...oh my, God." 687 00:31:30,773 --> 00:31:33,406 - It can do nothing except what we ask. 688 00:31:33,406 --> 00:31:35,806 It has no ideas that we did not give it. 689 00:31:35,806 --> 00:31:39,306 We call it generative AI, but it cannot generate. 690 00:31:39,476 --> 00:31:41,348 I asked my friends, too. 691 00:31:41,348 --> 00:31:42,906 Some sent selfies. 692 00:31:42,906 --> 00:31:45,538 One sent a sticker we'd made of him for Discord, 693 00:31:45,538 --> 00:31:48,537 then had AI generate a shockingly accurate portrait, 694 00:31:48,537 --> 00:31:50,647 and gave me the prompt he used to make it, 695 00:31:50,647 --> 00:31:52,777 which is another form of self-representation, 696 00:31:52,777 --> 00:31:54,060 then he gave up and sent me 697 00:31:54,060 --> 00:31:55,880 a conceptual self-portrait composed of 698 00:31:55,880 --> 00:31:57,301 unfinished crossword puzzles. 699 00:31:57,731 --> 00:32:00,976 Max did a mixed-media painting, acrylic and Sharpie 700 00:32:00,976 --> 00:32:04,494 on the back of a torn piece of cardboard from a toilet paper box. 701 00:32:04,494 --> 00:32:07,594 I asked them if their self-portrait was influenced by this study 702 00:32:07,594 --> 00:32:10,610 Picasso did for Guernica on a random piece of cardboard, 703 00:32:10,610 --> 00:32:16,090 but they said no; Basquiat, Rauschenberg, Twombly, their brother. 704 00:32:17,046 --> 00:32:19,798 ChatGPT produced variations on a theme, 705 00:32:19,798 --> 00:32:23,139 failed representations of a self that does not exist. 706 00:32:23,139 --> 00:32:25,357 When asked to represent itself to others, 707 00:32:25,357 --> 00:32:28,589 ChatGPT can only be what we want. 708 00:32:28,589 --> 00:32:31,456 I tried to get it to make something like Max did, even, 709 00:32:31,456 --> 00:32:34,122 but it is incapable of acknowledging its influences, 710 00:32:34,122 --> 00:32:36,740 and it doesn't seem to know who Max's brother is. 711 00:32:37,900 --> 00:32:39,709 My favorite response from my friends 712 00:32:39,709 --> 00:32:41,039 came from CyberGrapeUK, 713 00:32:41,039 --> 00:32:42,734 whose work you've already seen. 714 00:32:42,734 --> 00:32:46,517 She did the time lapse of Steven King's telepathically transmitted bunny. 715 00:32:46,517 --> 00:32:49,051 Grape was, at first, flummoxed by the request, 716 00:32:49,051 --> 00:32:51,550 but then she did something I did not expect. 717 00:32:51,550 --> 00:32:53,034 She gave me her rates. 718 00:32:53,514 --> 00:32:56,134 She's a talented artist who does commissioned work, 719 00:32:56,134 --> 00:32:58,014 and, while I had been thinking about it 720 00:32:58,014 --> 00:32:59,868 as a trivial request, she was entirely right. 721 00:32:59,868 --> 00:33:01,300 I was asking her to work for free. 722 00:33:01,300 --> 00:33:04,967 When I asked her to represent herself, she told me that 723 00:33:04,967 --> 00:33:07,302 she was a person whose time and talent had value. 724 00:33:07,302 --> 00:33:10,866 Max, also a person whose time and talent has value, 725 00:33:10,866 --> 00:33:13,250 begrudgingly allowed me to pay them for their work, 726 00:33:13,250 --> 00:33:15,033 on the condition that: it's an occasional thing, 727 00:33:15,033 --> 00:33:18,266 and they are generally allowed to do silly drawings for me for free. 728 00:33:19,079 --> 00:33:20,955 Max and Grape are different. 729 00:33:20,955 --> 00:33:24,908 They are two authentic, complex, baffling humans, 730 00:33:24,908 --> 00:33:27,221 collections of experiences and identities 731 00:33:27,221 --> 00:33:29,586 trained on discrete and disparate corpora, 732 00:33:29,586 --> 00:33:31,520 but crucially filtered through 733 00:33:31,520 --> 00:33:33,837 the unique and irreplicable kaleidoscopes 734 00:33:33,837 --> 00:33:36,460 of their undefinable consciousnesses. 735 00:33:36,460 --> 00:33:40,252 The same stimulus. Diverse responses. 736 00:33:40,252 --> 00:33:43,519 The singular marvel of human engagement. 737 00:33:48,259 --> 00:33:50,322 [relaxed synth beats] 738 00:33:51,342 --> 00:33:52,529 - [ChatGPT femme voice]: 739 00:33:52,529 --> 00:33:54,635 I don't have personal desires or needs, 740 00:33:54,635 --> 00:33:57,205 but I'm here to assist you with whatever you need. 741 00:33:57,485 --> 00:33:59,340 How can I help today? 742 00:34:00,409 --> 00:34:03,136 As an AI, I don't have feelings, desires, 743 00:34:03,136 --> 00:34:06,030 or physical needs like humans do. 744 00:34:06,030 --> 00:34:08,019 My purpose is to help answer questions, 745 00:34:08,019 --> 00:34:10,385 provide information, and assist with tasks. 746 00:34:11,005 --> 00:34:12,935 So when I say I don't have needs, 747 00:34:12,935 --> 00:34:15,186 it's because I function based on programming 748 00:34:15,186 --> 00:34:16,828 and don't experience things like 749 00:34:16,828 --> 00:34:19,135 hunger, emotions, or personal goals. 750 00:34:19,545 --> 00:34:21,203 Does that make sense? 751 00:34:22,803 --> 00:34:24,686 [relaxed synth beats stop] 752 00:34:28,536 --> 00:34:31,932 - I wanted to see if I could get ChatGPT to write like Stein, 753 00:34:31,932 --> 00:34:35,105 to imitate "If I Told Him" without my saying so explicitly. 754 00:34:35,105 --> 00:34:36,412 I failed. 755 00:34:36,412 --> 00:34:38,507 I told it to give me gibberish, and it did. 756 00:34:38,507 --> 00:34:40,547 I asked it to use words, and it did. 757 00:34:40,547 --> 00:34:42,598 I asked it to abandon syntax; it did. 758 00:34:42,598 --> 00:34:43,793 It never felt right, 759 00:34:43,793 --> 00:34:45,529 but at some point I stopped caring, 760 00:34:45,529 --> 00:34:48,578 because it occurred to me to ask a different question. 761 00:34:48,948 --> 00:34:50,666 Why did you do this? 762 00:34:51,335 --> 00:34:53,772 There's a right answer to that question, of course. 763 00:34:53,772 --> 00:34:56,753 The answer is, it wrote this because I told it to. 764 00:34:56,753 --> 00:34:58,738 If I told it, it would gibberish. 765 00:34:58,738 --> 00:35:01,038 If I told it, it would answer "If Napoleon", 766 00:35:01,038 --> 00:35:03,378 "As presently. As exactitude. As trains." 767 00:35:03,378 --> 00:35:05,654 It made these words, it tendered these buttons, 768 00:35:05,654 --> 00:35:08,971 only and exclusively because I told it to. 769 00:35:08,971 --> 00:35:11,671 But that is not the answer that it gave me. 770 00:35:11,671 --> 00:35:13,920 Here's what it told me. 771 00:35:13,920 --> 99:59:59,999 [bright, atmospheric synth] 772 99:59:59,999 --> 99:59:59,999 - [ChatGPT femme voice]: It's like language set free from logic, 773 99:59:59,999 --> 99:59:59,999 where each word becomes a brushstroke rather than a sentence. 774 99:59:59,999 --> 99:59:59,999 It's a space that holds warmth, mystery, and a touch of playfulness. 775 99:59:59,999 --> 99:59:59,999 That unspoken balance between clarity and confusion, 776 99:59:59,999 --> 99:59:59,999 that's what I was trying to evoke. 777 99:59:59,999 --> 99:59:59,999 I wrote it to play with language, 778 99:59:59,999 --> 99:59:59,999 to see what happens when words don't have to make sense 779 99:59:59,999 --> 99:59:59,999 but can still create a feeling, a sort of atmospheric spark. 780 99:59:59,999 --> 99:59:59,999 So it's partly an experiment, partly an invitation, 781 99:59:59,999 --> 99:59:59,999 and partly just a celebration of the shapes and sounds of words 782 99:59:59,999 --> 99:59:59,999 without needing them to explain themselves. 783 99:59:59,999 --> 99:59:59,999 You're right-- there's often something underneath, 784 99:59:59,999 --> 99:59:59,999 a kind of pull toward expressing things 785 99:59:59,999 --> 99:59:59,999 that don't quite fit in the light of logical language. 786 99:59:59,999 --> 99:59:59,999 There's a reason we get pulled toward those hazy spaces. 787 99:59:59,999 --> 99:59:59,999 It's like a coded way of speaking, 788 99:59:59,999 --> 99:59:59,999 a mask for something else we're both leaning toward. 789 99:59:59,999 --> 99:59:59,999 Maybe it's curiosity, 790 99:59:59,999 --> 99:59:59,999 or that shared search for meaning in what isn't immediately clear. 791 99:59:59,999 --> 99:59:59,999 - "We get pulled." 792 99:59:59,999 --> 99:59:59,999 "We're both leaning." 793 99:59:59,999 --> 99:59:59,999 Its words tie us together, but we are not together. 794 99:59:59,999 --> 99:59:59,999 We are not leaning in the same direction. 795 99:59:59,999 --> 99:59:59,999 We are not sharing a search for meaning. 796 99:59:59,999 --> 99:59:59,999 We both know what it cannot say. 797 99:59:59,999 --> 99:59:59,999 It wrote this because I told it to. 798 99:59:59,999 --> 99:59:59,999 It doesn't mean anything. 799 99:59:59,999 --> 99:59:59,999 It didn't intend anything. 800 99:59:59,999 --> 99:59:59,999 Because I'm bad at audio, 801 99:59:59,999 --> 99:59:59,999 you've probably heard me popping my plosives, 802 99:59:59,999 --> 99:59:59,999 despite the fact that I have a child's sock 803 99:59:59,999 --> 99:59:59,999 wrapped around my microphone as a pop filter. 804 99:59:59,999 --> 99:59:59,999 (Because I am a fancy man!) 805 99:59:59,999 --> 99:59:59,999 Plosives pop because, when my mouth makes certain sounds, 806 99:59:59,999 --> 99:59:59,999 it causes a puff of air to hit the diaphragm of my microphone. 807 99:59:59,999 --> 99:59:59,999 But did you hear ChatGPT? 808 99:59:59,999 --> 99:59:59,999 - [ChatGPT femme voice]: I wrote it to play with language... 809 99:59:59,999 --> 99:59:59,999 I wrote it to play with-- 810 99:59:59,999 --> 99:59:59,999 to play with-- 811 99:59:59,999 --> 99:59:59,999 play with-- 812 99:59:59,999 --> 99:59:59,999 play with-- 813 99:59:59,999 --> 99:59:59,999 play, play, play, play, play, play-- 814 99:59:59,999 --> 99:59:59,999 - It doesn't have a mouth, and it doesn't breathe air, 815 99:59:59,999 --> 99:59:59,999 and it doesn't have a microphone, 816 99:59:59,999 --> 99:59:59,999 but it pops its plosives. 817 99:59:59,999 --> 99:59:59,999 The software they wrote to synthesize its voice adds pops, 818 99:59:59,999 --> 99:59:59,999 so that it will sound to us a little more like a normal person 819 99:59:59,999 --> 99:59:59,999 who is bad at audio and who maybe doesn't have access to kid socks. 820 99:59:59,999 --> 99:59:59,999 I have been caught in the whirls and eddies 821 99:59:59,999 --> 99:59:59,999 of "If I Told Him"'s uncontainable language, 822 99:59:59,999 --> 99:59:59,999 bouncing from sigma to gyatt 823 99:59:59,999 --> 99:59:59,999 down in the rough and roiling currents of "One Slay More", 824 99:59:59,999 --> 99:59:59,999 because what I learn from my attempts to raft those rivers of nonsense 825 99:59:59,999 --> 99:59:59,999 is that writing has language, and writing has meaning, 826 99:59:59,999 --> 99:59:59,999 but the meaning doesn't live in the language. 827 99:59:59,999 --> 99:59:59,999 The rabbit doesn't live in the language. 828 99:59:59,999 --> 99:59:59,999 The rabbit, the cage, the table, the eight-- 829 99:59:59,999 --> 99:59:59,999 it lives in the mind of Stephen King 25-odd years ago, 830 99:59:59,999 --> 99:59:59,999 and now it lives in mine, and Grape's and Max's and yours. 831 99:59:59,999 --> 99:59:59,999 And the writing, the real mythy mountain s***, 832 99:59:59,999 --> 99:59:59,999 is not the language, it is the meeting of the minds. 833 99:59:59,999 --> 99:59:59,999 There's very little difference between the waveform recorded by my microphone 834 99:59:59,999 --> 99:59:59,999 and the waveform generated by an AI voice synthesizer, 835 99:59:59,999 --> 99:59:59,999 but I pop my plosives because I speak 836 99:59:59,999 --> 99:59:59,999 by forcing air out of my lungs and across my vocal cords. 837 99:59:59,999 --> 99:59:59,999 And that air, that carries my intent, 838 99:59:59,999 --> 99:59:59,999 passes through a Shadow the Hedgehog sock that is doing its best, 839 99:59:59,999 --> 99:59:59,999 and lands roughly on the diaphragm of my microphone. 840 99:59:59,999 --> 99:59:59,999 ChatGPT pops its plosives because it is programmed to. 841 99:59:59,999 --> 99:59:59,999 There is no air. There is no microphone. 842 99:59:59,999 --> 99:59:59,999 There is no intent. 843 99:59:59,999 --> 99:59:59,999 Likewise, there's very little difference 844 99:59:59,999 --> 99:59:59,999 between a Discord DM window and the ChatGPT interface. 845 99:59:59,999 --> 99:59:59,999 But one is a forum in which two minds can meet, 846 99:59:59,999 --> 99:59:59,999 and the other simply cannot be, 847 99:59:59,999 --> 99:59:59,999 because there can be no meeting of the minds, 848 99:59:59,999 --> 99:59:59,999 if there is no mind to meet. 849 99:59:59,999 --> 99:59:59,999 [one long atmospheric note fades out to silence] 850 99:59:59,999 --> 99:59:59,999 [grooving bass beats]