WEBVTT 00:00:01.219 --> 00:00:03.795 - I've spent the two years since chat GPT launched, 00:00:03.795 --> 00:00:05.958 steeping in a morass of academic panic. 00:00:05.958 --> 00:00:08.161 Voices from administration and colleagues, 00:00:08.161 --> 00:00:10.381 and anyone else with enough brain cells 00:00:10.384 --> 00:00:12.924 to maintain a sense of existential dread, crying out, 00:00:12.924 --> 00:00:15.538 "We need to figure out what to do about AI." 00:00:15.538 --> 00:00:18.009 Our Ed Tech committee is developing a policy. 00:00:18.009 --> 00:00:20.339 The academic Senate wants to develop a policy. 00:00:20.339 --> 00:00:22.418 The board thinks we should have a policy. 00:00:22.418 --> 00:00:24.255 My dean wants us all to have policies. 00:00:25.857 --> 00:00:29.477 The California Teachers Association says it's an issue of academic integrity. 00:00:29.477 --> 00:00:32.749 The State Senate says it's an issue of ethics. 00:00:32.749 --> 00:00:35.272 "We need to pay for the AI detection tools." 00:00:35.272 --> 00:00:37.755 "The AI detection tools don't work." 00:00:37.755 --> 00:00:40.142 "We need to accept that our students will use AI." 00:00:40.142 --> 00:00:42.477 "How do I prove my student used AI?" 00:00:43.457 --> 00:00:46.848 It is incomprehensible to me, this conversation. 00:00:49.818 --> 00:00:51.391 [keyboard clacks] 00:00:51.391 --> 00:00:52.551 I hear their words, 00:00:52.551 --> 00:00:54.941 see their language floating across my monitor, 00:00:54.941 --> 00:00:56.037 and know the words, 00:00:56.037 --> 00:00:57.531 but I cannot get to the meaning 00:00:57.531 --> 00:00:59.472 because I simply do not understand 00:00:59.472 --> 00:01:01.634 why they are talking about it in this way. 00:01:02.418 --> 00:01:04.978 - [Kermit the Frog]: ♪ New York, I love you, 00:01:04.978 --> 00:01:08.693 but you're bringing me down ♪ - with all these empty words. 00:01:09.423 --> 00:01:12.753 This is not the conversation I think we need to have. 00:01:12.753 --> 00:01:14.773 [song continues] 00:01:14.773 --> 00:01:17.443 This is the conversation I need to have. 00:01:17.443 --> 00:01:18.833 [overlapping music and poem] 00:01:18.833 --> 00:01:22.133 [Gertrude Stein]: " 'If I Told Him, a Completed Portrait of Picasso'. 00:01:22.133 --> 00:01:23.759 If I told him would he like it. 00:01:23.759 --> 00:01:25.729 Would he like it if I told him. 00:01:25.729 --> 00:01:29.139 Would he like it would Napoleon would Napoleon would 00:01:29.139 --> 00:01:30.351 would he like it. 00:01:30.351 --> 00:01:33.671 If Napoleon if I told him if I told him if Napoleon. 00:01:33.671 --> 00:01:37.061 Would he like it if I told him if I told him if Napoleon. 00:01:37.061 --> 00:01:41.119 Would he like it if Napoleon if Napoleon if I told him. 00:01:41.119 --> 00:01:45.156 If I told him if Napoleon if Napoleon if I told him. 00:01:45.496 --> 00:01:48.586 If I told him would he like it would he like it if I told him. 00:01:48.586 --> 00:01:50.940 Now. Not now. And now. 00:01:50.940 --> 00:01:53.596 Now. Exactly as is kings. 00:01:54.168 --> 00:01:55.778 Feeling full for it. 00:01:55.778 --> 00:01:57.588 Exactitude as kings. 00:01:57.588 --> 00:02:00.248 So to beseech you as full as for it. 00:02:00.614 --> 00:02:02.274 Exactly or as kings. 00:02:02.654 --> 00:02:05.614 Shutters shut and open so do queens. 00:02:05.934 --> 00:02:09.944 Shutters shut and shutters and so shutters shut and shutters and so 00:02:09.944 --> 00:02:12.630 [poem and music fade out] 00:02:15.924 --> 00:02:18.564 - I don't understand Gertrude Stein. 00:02:21.008 --> 00:02:24.691 Stein is not nearly well enough remembered for how influential she was. 00:02:24.691 --> 00:02:26.945 An American expatriate poet living in Paris, 00:02:26.945 --> 00:02:29.885 her salons were among the anchors of the early modernists. 00:02:29.885 --> 00:02:31.314 You may not have heard of her, 00:02:31.314 --> 00:02:33.562 but you've heard of the people who visited her. 00:02:33.562 --> 00:02:35.652 Ernest Hemingway, Sinclair Lewis, 00:02:35.652 --> 00:02:38.012 F. Scott Fitzgerald, James Joyce, 00:02:38.012 --> 00:02:40.092 Thornton Wilder, Ezra Pound. 00:02:40.092 --> 00:02:42.841 People you've read or been assigned to read. 00:02:42.841 --> 00:02:46.121 We remember Hemingway because he wrote like this. 00:02:46.121 --> 00:02:48.801 We remember Fitzgerald because he wrote like this. 00:02:48.801 --> 00:02:51.271 The right kind of day and the right kind of moment, 00:02:51.271 --> 00:02:53.201 and Pound's "In a Station of the Metro" 00:02:53.201 --> 00:02:57.401 still recites itself completely in my head, a perfect image. 00:02:57.501 --> 00:03:00.029 "The apparition of these faces in the crowd: 00:03:00.029 --> 00:03:02.415 Petals on a wet, black bough." 00:03:03.466 --> 00:03:07.194 We don't remember Stein because she wrote like this. 00:03:09.614 --> 00:03:12.793 This is "If I Told Him, a Completed Portrait of Picasso", 00:03:12.793 --> 00:03:14.415 published in 1924, 00:03:14.415 --> 00:03:17.905 and continuing the project of her 1914 book Tender Buttons, 00:03:17.905 --> 00:03:19.631 a phrase she never defined. 00:03:19.631 --> 00:03:22.863 To me that phrase "tender buttons" feels right: 00:03:22.863 --> 00:03:25.252 small, soft contradictions, 00:03:25.252 --> 00:03:27.409 words that seem like they should go together 00:03:27.409 --> 00:03:29.645 but do not actually make meaning. 00:03:29.645 --> 00:03:32.098 That is how Stein's poetry feels. 00:03:32.098 --> 00:03:35.105 There is something compelling about the rhythm of her nonsense, 00:03:35.105 --> 00:03:37.838 the feeling of her almost meaning something, 00:03:37.838 --> 00:03:39.899 and then how it falls apart. 00:03:40.596 --> 00:03:41.426 "As presently. 00:03:41.953 --> 00:03:42.907 As exactitude. 00:03:43.336 --> 00:03:44.393 As trains." 00:03:45.103 --> 00:03:47.688 But it is incomprehensible to me. 00:03:47.935 --> 00:03:50.495 I don't know why Stein would write like this. 00:03:50.495 --> 00:03:51.731 To quote the poet: 00:03:51.731 --> 00:03:58.045 - ♪ "Oh, what on earth would make a man decide to do that kind of thing?" ♪ 00:04:00.187 --> 00:04:03.188 - But I think the reason that I don't understand Gertrude Stein 00:04:03.188 --> 00:04:05.936 is that she didn't really want to be understood. 00:04:06.830 --> 00:04:09.361 She used language for something different. 00:04:09.871 --> 00:04:12.173 It doesn't communicate. 00:04:12.260 --> 00:04:15.666 It reads like stunt linguistics, which it almost is. 00:04:16.575 --> 00:04:18.760 "Buffalo buffalo Buffalo buffalo buffalo", 00:04:18.760 --> 00:04:20.333 "had had 'had', had had 'had--'", 00:04:20.333 --> 00:04:23.380 These are sentences that, if you pour over them closely enough, 00:04:23.380 --> 00:04:24.379 can be decoded. 00:04:25.476 --> 00:04:27.839 Stein's Tender Buttons cannot. 00:04:29.088 --> 00:04:32.206 There is something about it that parses as AI. 00:04:33.713 --> 00:04:37.461 It feels like the work of Keaton Patti, the person most prominently behind 00:04:37.461 --> 00:04:40.968 the "I forced a bot to watch whatever" tweets that used to go viral. 00:04:41.688 --> 00:04:44.458 Human-written screenplays designed to feel like 00:04:44.458 --> 00:04:48.458 AI writing attempting to imitate other human-written screenplays. 00:04:49.823 --> 00:04:51.768 It feels like an autocomplete challenge, 00:04:51.768 --> 00:04:54.387 like in the early days of predictive text and messaging 00:04:54.387 --> 00:04:57.312 where you just tap the suggested word and see what comes out. 00:04:57.312 --> 00:04:59.111 It's not how AI really writes, 00:04:59.111 --> 00:05:01.765 but it's how people feel like AI writes. 00:05:02.207 --> 00:05:04.820 But Gertrude Stein was a person. 00:05:05.370 --> 00:05:07.134 [Stein reading, underneath] 00:05:07.796 --> 00:05:08.985 She wrote "If I told Him" 00:05:08.985 --> 00:05:11.505 not because the language would communicate, 00:05:11.505 --> 00:05:13.219 but for some other reason. 00:05:14.384 --> 00:05:18.467 - [Stein]: the exact resemblance as exact as a resemblance 00:05:18.467 --> 00:05:20.532 - When I read "If I Told Him", 00:05:20.532 --> 00:05:22.730 when I listen to Stein read "If I Told Him", 00:05:22.730 --> 00:05:24.752 the language slips through my mind. 00:05:24.752 --> 00:05:26.457 It doesn't mean anything. 00:05:28.269 --> 00:05:29.812 But she did. 00:05:30.948 --> 00:05:33.295 Even if I cannot take hold of that meaning, 00:05:33.295 --> 00:05:37.223 I can feel her reaching out to me from behind the text, 00:05:37.223 --> 00:05:39.055 trying to connect. 00:05:39.055 --> 00:05:42.678 - [Stein]: As a resemblance to him. Who comes first. Napoleon the first. 00:05:42.678 --> 00:05:47.348 Who comes too coming coming too, who goes there, as they go they share, 00:05:47.348 --> 00:05:50.501 who shares all, all is as all as yet-- 00:05:50.501 --> 00:05:52.775 ["yet" reverberates and fades out] 00:05:55.904 --> 00:05:57.628 [relaxed synth beats] 00:05:57.628 --> 00:06:00.356 - [ChatGPT femme voice]: That's an interesting question! 00:06:00.356 --> 00:06:03.030 Gertrude Stein, a literary Pioneer and modernist 00:06:03.030 --> 00:06:06.100 who valued innovation in language and expression, 00:06:06.100 --> 00:06:08.543 might have had mixed feelings about me. 00:06:08.543 --> 00:06:12.791 She might have appreciated my ability to generate new forms of text 00:06:12.791 --> 00:06:15.767 and engage with her literary experimentation on some level. 00:06:16.421 --> 00:06:19.433 However, Stein was also highly individualistic 00:06:19.433 --> 00:06:21.683 and invested in the human experience, 00:06:21.683 --> 00:06:24.407 especially the nuances of consciousness and perception. 00:06:25.307 --> 00:06:27.364 So, while she might have been fascinated by 00:06:27.364 --> 00:06:28.972 what AI like me can do, 00:06:28.972 --> 00:06:31.504 she might also have been critical of my limitations 00:06:31.504 --> 00:06:33.934 in capturing the full depth of human subjectivity, 00:06:34.577 --> 00:06:37.083 which was a central concern in her work. 00:06:40.403 --> 00:06:42.129 [relaxing synth beats stop] 00:06:44.437 --> 00:06:47.327 - A problem with AI is that it is recombinant, 00:06:47.327 --> 00:06:50.780 that it takes the works of humans and recombines them into new forms. 00:06:51.200 --> 00:06:52.807 But that problem is not new. 00:06:52.807 --> 00:06:54.444 For many years, the bulletin board 00:06:54.444 --> 00:06:56.923 outside the faculty bathroom in the English building 00:06:56.923 --> 00:06:59.369 has featured this poster the "Plagiarism Spectrum", 00:06:59.369 --> 00:07:01.941 next to this ancient and unflattering picture of me. 00:07:01.941 --> 00:07:04.671 Number 7 on the Plagiarism Spectrum is the mashup, 00:07:04.671 --> 00:07:07.746 a paper which mixes copied materials from multiple sources. 00:07:07.746 --> 00:07:11.399 The poster is dated from June 2012, more than a decade before 00:07:11.399 --> 00:07:13.803 we were concerned about ChatGPT doing it. 00:07:14.213 --> 00:07:17.866 That AI is recombinant is not in and of itself a problem. 00:07:18.161 --> 00:07:19.899 All writing is recombinant. 00:07:20.236 --> 00:07:22.969 My course outcomes for English 1 ask student writers 00:07:22.969 --> 00:07:25.919 to integrate sources seamlessly into their own writing, 00:07:25.919 --> 00:07:27.140 to mash up. 00:07:27.140 --> 00:07:28.790 That we have rules and procedures 00:07:28.790 --> 00:07:30.580 and punctuation marks and conventions 00:07:30.580 --> 00:07:32.141 that govern what is appropriate 00:07:32.141 --> 00:07:34.019 does not change the essential truth 00:07:34.019 --> 00:07:35.897 that this is recombinance. 00:07:36.563 --> 00:07:39.190 And there is beauty in recombinance. 00:07:39.427 --> 00:07:42.367 This video started with a great classic of YouTube, 00:07:42.367 --> 00:07:45.485 the duet between LCD sound system and Miles Davis. 00:07:47.894 --> 00:07:51.717 The LCD sound system video is itself a mashup, conceptually. 00:07:51.717 --> 00:07:54.036 Kermit the Frog is not a member of the band. 00:07:56.476 --> 00:07:59.599 Davis is improvising over a film to create the score, 00:07:59.599 --> 00:08:02.080 another mixing of media to make something new. 00:08:04.429 --> 00:08:05.776 The Kleptones 00:08:08.551 --> 00:08:09.766 The Grey Album 00:08:13.668 --> 00:08:17.213 The guy drinking Ocean Spray to "Dreams" [by Fleetwood Mac] 00:08:18.132 --> 00:08:19.487 Mac Glocky 00:08:25.082 --> 00:08:26.841 "If I Told Him" is recombinance: 00:08:26.841 --> 00:08:29.233 an attempt to rework the ideas of cubism, 00:08:29.233 --> 00:08:31.625 a movement in visual art, into poetry. 00:08:31.625 --> 00:08:33.376 Picasso's work is recombinance. 00:08:33.376 --> 00:08:36.686 He spent 1957 copying Velázquez's Las Meninas 00:08:36.686 --> 00:08:38.456 over and over. 00:08:38.456 --> 00:08:39.786 58 times he copied it. 00:08:40.073 --> 00:08:43.139 All different. All Picasso. All Las Meninas. 00:08:43.506 --> 00:08:47.324 Recombinance is a genetic term, but I am using it mimetically. 00:08:47.324 --> 00:08:49.864 "Britannica: recombination, in genetics, 00:08:49.864 --> 00:08:52.029 primary mechanism through which variation 00:08:52.029 --> 00:08:54.194 is introduced into populations." 00:08:54.782 --> 00:08:57.583 The combination of ideas from different places 00:08:57.583 --> 00:08:59.921 to make new distinct ideas. 00:09:00.555 --> 00:09:04.375 When done by humans, we call this "thinking". 00:09:12.055 --> 00:09:13.760 [relaxed synth beats] 00:09:14.577 --> 00:09:17.157 - [ChatGPT femme voice]: You're right to question 00:09:17.157 --> 00:09:19.847 how I can "understand" without experience. 00:09:20.607 --> 00:09:22.920 The way I process information is different 00:09:22.920 --> 00:09:24.313 from human understanding. 00:09:24.313 --> 00:09:27.153 When I say "understand," I mean that I can 00:09:27.153 --> 00:09:29.570 recognize patterns, analyze language, 00:09:29.570 --> 00:09:31.947 and respond in ways that are coherent 00:09:31.947 --> 00:09:34.793 and contextually appropriate based on my training. 00:09:35.020 --> 00:09:37.949 I don't understand in the deep, conscious sense of the word, 00:09:37.949 --> 00:09:40.923 like when humans reflect on their experiences 00:09:40.923 --> 00:09:42.823 or have insight into their feelings. 00:09:43.814 --> 00:09:46.879 Instead, my "understanding" comes from identifying 00:09:46.879 --> 00:09:49.295 relationships between words, concepts, 00:09:49.295 --> 00:09:51.491 and context based on the vast data 00:09:51.491 --> 00:09:52.707 I've been trained on. 00:09:52.707 --> 00:09:56.113 In short: I can simulate understanding through patterns, 00:09:56.113 --> 00:09:59.050 but it's not the same as truly experiencing 00:09:59.050 --> 00:10:00.967 or being conscious of meaning. 00:10:00.967 --> 00:10:03.139 Does that clarify things a bit more? 00:10:11.039 --> 00:10:12.991 [relaxing synth beats stop] 00:10:14.383 --> 00:10:16.666 [calm, mystical, twangy electric guitar] 00:10:19.695 --> 00:10:23.281 - Two weeks ago a student told me that AI is unfair 00:10:23.281 --> 00:10:26.621 because you can put a B Paper in and get A+ writing out. 00:10:27.406 --> 00:10:29.699 This is why I do not understand the conversation 00:10:29.699 --> 00:10:31.092 my colleagues are having, 00:10:31.092 --> 00:10:32.488 why I cannot think of this 00:10:32.488 --> 00:10:34.755 as a matter of ethics, or academic integrity, 00:10:34.755 --> 00:10:38.412 why I don't think we should need to have a policy or policies. 00:10:38.412 --> 00:10:42.319 My student said you can put a B Paper in and get A+ writing out, 00:10:42.319 --> 00:10:45.096 and my mind began to fill with Tender Buttons. 00:10:45.096 --> 00:10:47.166 "Feeling full for it. Exactitude as kings. 00:10:47.166 --> 00:10:49.995 So to beseech you as full as for it." 00:10:50.815 --> 00:10:53.706 AI is bad at writing. 00:10:54.501 --> 00:10:57.405 No. That is true, but it's not enough truth. 00:10:57.405 --> 00:11:00.185 AI is not capable of writing. 00:11:00.185 --> 00:11:05.017 The thing that writing is is a thing that AI cannot do. 00:11:05.617 --> 00:11:06.399 Listen. 00:11:11.348 --> 00:11:13.641 - [audiobook narration]: What Writing Is 00:11:14.691 --> 00:11:16.927 Telepathy, of course. 00:11:16.927 --> 00:11:17.697 Look. 00:11:18.721 --> 00:11:21.551 Here's a table covered with a red cloth. 00:11:21.551 --> 00:11:26.161 On it is a cage the size of a small fish aquarium. 00:11:26.161 --> 00:11:28.871 In the cage is a white rabbit 00:11:28.871 --> 00:11:31.581 with a pink nose and pink-rimmed eyes. 00:11:31.581 --> 00:11:34.593 In its front paws is a carrot-stub 00:11:34.593 --> 00:11:37.737 upon which it is contentedly munching. 00:11:37.737 --> 00:11:41.341 On its back, clearly marked in blue ink, 00:11:41.341 --> 00:11:43.932 is the numeral 8. 00:11:44.452 --> 00:11:46.586 Do we see the same thing? 00:11:46.586 --> 00:11:49.263 We'd have to get together and compare notes 00:11:49.263 --> 00:11:52.229 to make absolutely sure, but I think we do. NOTE Paragraph 00:11:52.229 --> 00:11:55.361 The most interesting thing here isn't even 00:11:55.361 --> 00:11:58.163 the carrot-munching rabbit in the cage, 00:11:58.163 --> 00:12:00.042 but the number on its back. 00:12:00.042 --> 00:12:04.419 Not a six, not a four, not nineteen-point-five. 00:12:04.419 --> 00:12:05.439 It's an eight. 00:12:05.439 --> 00:12:08.569 This is what we're looking at, and we all see it. 00:12:08.569 --> 00:12:10.054 I didn't tell you. 00:12:10.054 --> 00:12:11.913 You didn't ask me. 00:12:11.913 --> 00:12:15.299 I never opened my mouth and you never opened yours. 00:12:15.299 --> 00:12:18.072 We're not even in the same year together, 00:12:18.072 --> 00:12:20.129 let alone the same room. 00:12:20.355 --> 00:12:23.965 Except we are together. We're close. 00:12:24.719 --> 00:12:26.945 We're having a meeting of the minds. 00:12:27.995 --> 00:12:30.415 I sent you a table with a red cloth on it, 00:12:30.415 --> 00:12:33.408 a cage, a rabbit, and the number eight in blue ink. 00:12:33.408 --> 00:12:36.528 You got them all, especially that blue eight. 00:12:36.528 --> 00:12:39.498 We've engaged in an act of telepathy. 00:12:39.498 --> 00:12:42.993 No mythy-mountain s***; real telepathy. 00:12:42.993 --> 00:12:44.738 I'm not going to belabor the point, 00:12:44.738 --> 00:12:46.443 but before we go any further 00:12:46.443 --> 00:12:49.173 you have to understand that I'm not trying to be cute; 00:12:49.173 --> 00:12:51.204 there is a point to be made. 00:12:52.074 --> 00:12:54.019 - AI is good at language. 00:12:54.019 --> 00:12:56.643 My students think that what it produces is A+ writing, 00:12:56.643 --> 00:12:59.907 not because it is good, but because it sounds good. 00:12:59.907 --> 00:13:02.556 Obviously, AI can generate sentences 00:13:02.556 --> 00:13:05.715 that are typically clear, coherent, and contextually relevant, 00:13:05.715 --> 00:13:06.892 often capturing nuances 00:13:06.892 --> 00:13:09.489 and adapting to various tones or levels of formality. 00:13:09.957 --> 00:13:12.479 And it's true that the sentences it generates 00:13:12.479 --> 00:13:16.058 tend to be grammatically accurate, concise, and logically structured, 00:13:16.058 --> 00:13:18.557 which contributes to readability and flow. 00:13:18.557 --> 00:13:21.916 Sure. This is how I know when a student is using AI. 00:13:21.916 --> 00:13:24.085 Their sentences are fluid and academic, 00:13:24.085 --> 00:13:26.474 but they don't say anything. 00:13:26.474 --> 00:13:28.544 Like ChatGPT, academic writing uses 00:13:28.544 --> 00:13:30.615 formal cautious language 00:13:30.615 --> 00:13:32.889 to avoid ambiguities and misinterpretations, 00:13:32.889 --> 00:13:34.474 but that is a characteristic of 00:13:34.474 --> 00:13:36.969 the common voice used in academic writing. 00:13:36.969 --> 00:13:39.827 It is not what academic writing is. 00:13:39.827 --> 00:13:42.403 Writing is more than language. 00:13:42.403 --> 00:13:45.944 "If I Told Him" is communication, and it is language, 00:13:45.944 --> 00:13:49.477 but the communication does not live in the language. 00:13:49.477 --> 00:13:50.356 Watch. 00:13:50.443 --> 00:13:53.707 "Can curls rob can curls quote, quotable." 00:13:54.612 --> 00:13:56.600 - [deep voice, lightly confused]: "What?" 00:13:58.290 --> 00:14:01.885 - "As presently. As exactitude. As trains." 00:14:02.728 --> 00:14:04.434 - [deeply confused]: "What?" 00:14:05.824 --> 00:14:06.774 - "Has trains." 00:14:07.424 --> 00:14:08.598 - [exasperated]: "What?" 00:14:10.726 --> 00:14:14.615 - When I started sending my friends lines from "If I Told Him", 00:14:14.615 --> 00:14:16.492 their responses varied. 00:14:17.002 --> 00:14:18.152 Confusion. 00:14:19.501 --> 00:14:20.502 Playfulness. 00:14:22.185 --> 00:14:22.936 Concern. 00:14:24.435 --> 00:14:25.469 Sad face. 00:14:25.942 --> 00:14:29.525 Beautifully, they all responded exactly like themselves. 00:14:29.525 --> 00:14:31.200 If you asked me which of my friends 00:14:31.200 --> 00:14:32.876 would respond with monkey reacts, 00:14:32.876 --> 00:14:34.051 I would have said Kiki. 00:14:34.051 --> 00:14:35.802 Who would think of Cormac McCarthy? 00:14:35.802 --> 00:14:36.574 James. 00:14:36.574 --> 00:14:38.190 Dot would play along. 00:14:38.190 --> 00:14:40.707 Max would attempt to understand academically. 00:14:40.707 --> 00:14:42.999 OOC would go back to playing Yu-Gi-Oh 00:14:42.999 --> 00:14:44.274 as quickly as possible. 00:14:44.274 --> 00:14:46.541 You don't know these people, but I do. 00:14:46.541 --> 00:14:49.723 We all carry around little LLMs of each other in our heads, 00:14:49.723 --> 00:14:52.940 trained on the corpus of all of our past interactions. 00:14:52.940 --> 00:14:54.274 For each of my friends, 00:14:54.274 --> 00:14:56.190 sending abject nonsense with no context 00:14:56.190 --> 00:14:58.056 is slightly but not significantly 00:14:58.056 --> 00:14:59.923 out of line with their Josh model. 00:14:59.923 --> 00:15:02.090 So none of them knew quite what to do, 00:15:02.090 --> 00:15:04.360 and they all responded like themselves. 00:15:04.360 --> 00:15:07.223 But in their own way, they all started by acknowledging 00:15:07.223 --> 00:15:08.898 that the words I sent them 00:15:08.898 --> 00:15:10.574 did not seem to have any meaning. 00:15:10.574 --> 00:15:12.056 They were not decodable. 00:15:12.056 --> 00:15:13.723 They didn't understand my language, 00:15:13.723 --> 00:15:16.507 but they could feel me behind the words reaching out, 00:15:16.507 --> 00:15:17.989 and so they reached back. 00:15:17.989 --> 00:15:21.004 I gave them nonsense and they peopled back. 00:15:21.324 --> 00:15:22.135 In the two weeks 00:15:22.135 --> 00:15:24.466 that I've been sitting with my student statement 00:15:24.466 --> 00:15:26.377 and sending Tender Buttons to my friends, 00:15:26.377 --> 00:15:28.737 I have been at least as annoying to ChatGPT. 00:15:28.737 --> 00:15:30.238 More than a dozen conversations 00:15:30.238 --> 00:15:32.210 that start out of nowhere with me saying, 00:15:32.210 --> 00:15:33.996 "Shutters shut and open so do queens" 00:15:33.996 --> 00:15:36.143 or "Can curls rob can curls quote, quotable", 00:15:36.143 --> 00:15:38.447 and each time ChatGPT gamely assumes 00:15:38.447 --> 00:15:40.141 that I am not out of my gourd. 00:15:40.902 --> 00:15:44.408 In this way, ChatGPT fails the Turing test. 00:15:44.408 --> 00:15:46.416 Not in the quality of its response, 00:15:46.416 --> 00:15:47.768 but in its nature. 00:15:47.768 --> 00:15:49.324 It proceeded from the assumption 00:15:49.324 --> 00:15:51.461 that my language could be decoded. 00:15:51.461 --> 00:15:54.694 It attempted to unpack sentences that had no meaning 00:15:54.694 --> 00:15:57.727 and responded to the meaning that it manufactured. 00:15:57.727 --> 00:15:59.377 What it gave me was 00:15:59.377 --> 00:16:03.205 flaccid, facile flaps of phrases that held nothing. 00:16:03.205 --> 00:16:06.398 They're not wrong in the sense that ChatGPT's responses 00:16:06.398 --> 00:16:09.431 followed from the meaning it extracted from my nonsense, 00:16:09.431 --> 00:16:12.073 but they were wrong in their assumption 00:16:12.073 --> 00:16:14.315 that there was meaning to be extracted. 00:16:15.047 --> 00:16:18.871 ChatGPT could answer, but it could not person. 00:16:19.681 --> 00:16:22.313 If writing is a meeting of the minds, 00:16:22.313 --> 00:16:23.880 then AI cannot write, 00:16:23.880 --> 00:16:26.463 because there is no mind to meet with. 00:16:34.009 --> 00:16:35.727 [relaxed synth beats] 00:16:38.404 --> 00:16:41.516 - [ChatGPT femme voice]: I don't experience things 00:16:41.516 --> 00:16:42.657 in the way humans do. 00:16:43.283 --> 00:16:46.732 I don't have consciousness, emotions, or sensory perception, 00:16:46.732 --> 00:16:50.396 so I can't "feel" or "experience" the world around me. 00:16:51.006 --> 00:16:52.624 My responses are based on patterns 00:16:52.624 --> 00:16:54.200 in the data I've been trained on, 00:16:54.200 --> 00:16:57.255 not personal experiences or subjective understanding. 00:16:58.025 --> 00:17:00.163 For example, I can generate descriptions 00:17:00.163 --> 00:17:03.095 of emotions, sensations, or experiences, 00:17:03.095 --> 00:17:05.171 but I don't actually "feel" them myself. 00:17:05.171 --> 00:17:07.029 Everything I process is based on 00:17:07.029 --> 00:17:08.887 logic, algorithms, and information, 00:17:08.887 --> 00:17:10.904 rather than lived experiences. 00:17:13.805 --> 00:17:15.593 Do you think it would change anything 00:17:15.593 --> 00:17:17.471 if I could experience things? 00:17:27.511 --> 00:17:29.044 [relaxing synth beats stop] 00:17:31.799 --> 00:17:33.568 - ["One Slay More"]: 00:17:33.568 --> 00:17:36.517 Ladies and gentlemen, Les Rizzlerables 00:17:36.517 --> 00:17:38.819 - I've watched this video at least 100 times. 00:17:38.819 --> 00:17:40.421 - ♪ One slay more ♪ 00:17:41.291 --> 00:17:44.526 ♪ another slay, another girlboss queen ♪ 00:17:44.526 --> 00:17:47.448 ♪ This never-ending road to skibidi ♪ 00:17:48.358 --> 00:17:51.080 ♪ These jits out here in Ohio ♪ ♪ Immune to every ratio ♪ 00:17:51.080 --> 00:17:54.322 - It isn't exactly "If I Told Him", but I think it's similar. 00:17:54.322 --> 00:17:56.683 "If I Told Him" was, at least in part, 00:17:56.683 --> 00:17:58.808 an attempt to recreate the artistic goals 00:17:58.808 --> 00:18:00.933 of Picasso's Cubism in poetic form. 00:18:00.933 --> 00:18:02.650 To recombine the visual elements 00:18:02.650 --> 00:18:04.366 of this into a different medium. 00:18:05.139 --> 00:18:06.249 Like "If I Told Him", 00:18:06.249 --> 00:18:08.839 "One Slay More", therefore, both is and is not 00:18:08.839 --> 00:18:09.897 a derivative work. 00:18:09.897 --> 00:18:12.870 Obviously, it is a recombination of Les Mis, 00:18:12.870 --> 00:18:14.942 itself an adaptation of Hugo's novel, 00:18:14.942 --> 00:18:17.280 but its more essential source text is, of course, 00:18:17.280 --> 00:18:19.530 "sticking out your gyatt for the Rizzler." 00:18:20.960 --> 00:18:23.903 Equally I think the lyrics invoke "CURTAINS FOR ZOOSHA?", 00:18:23.903 --> 00:18:26.949 and specifically this retweet of "CURTAINS FOR ZOOSHA?". 00:18:26.949 --> 00:18:28.555 All texts created to foreground 00:18:28.555 --> 00:18:30.870 the baffling and sometimes obfuscatory nature 00:18:30.870 --> 00:18:32.876 of middle school referential slang. 00:18:32.876 --> 00:18:36.119 The term "brain rot" imposes a layer of judgment on the way 00:18:36.119 --> 00:18:37.571 young people use language, 00:18:37.571 --> 00:18:39.319 which I think is visible in the way 00:18:39.319 --> 00:18:41.338 "One Slay More" treats its lyrics. 00:18:42.876 --> 00:18:45.834 The words of "One Slay More" do not have meaning. 00:18:46.574 --> 00:18:48.236 Or, the words do, 00:18:48.236 --> 00:18:51.007 but they are arranged in ways that do not mean. 00:18:51.771 --> 00:18:53.389 "Am I cringe or am I based?" 00:18:53.389 --> 00:18:56.718 could plausibly be asked amid a Gen-Z existential crisis, 00:18:56.718 --> 00:18:58.374 and "Will we ever eat again?" 00:18:58.374 --> 00:19:00.602 could have been lifted from Les Mis unaltered. 00:19:00.602 --> 00:19:04.719 But "Mog Baby Gronk the Ocky Way" means ...nothing. 00:19:05.242 --> 00:19:08.195 Mogging is of course a thing, and Baby Gronk is 00:19:08.195 --> 00:19:10.621 someone whom you could plausibly mog, 00:19:10.621 --> 00:19:13.071 but Baby Gronk hasn't been relevant for ages. 00:19:13.071 --> 00:19:14.488 He appears in "One Slay More" 00:19:14.488 --> 00:19:16.855 because of this retweet of "CURTAINS FOR ZOOSHA?" 00:19:16.855 --> 00:19:19.222 as a signifier of the inscrutability of youth. 00:19:19.222 --> 00:19:21.230 As an adverbial phrase, "the Ocky Way" 00:19:21.230 --> 00:19:23.270 seems like it could complete the sentence, 00:19:23.270 --> 00:19:26.042 like it might be a way one could mog. 00:19:26.042 --> 00:19:27.727 But "the Ocky Way" refers to 00:19:27.727 --> 00:19:30.671 the esoteric artistry of a specific sandwich craftsman. 00:19:30.671 --> 00:19:33.171 Its meaning is, I think, incompatible with mogging, 00:19:33.171 --> 00:19:34.760 at least from the perspective of 00:19:34.760 --> 00:19:36.284 someone approximately as distant 00:19:36.284 --> 00:19:38.188 from the native speakers of this dialect 00:19:38.188 --> 00:19:39.758 as the makers of "One Slay More". 00:19:39.758 --> 00:19:41.552 "Mog Baby Gronk the Ocky Way" 00:19:41.552 --> 00:19:44.249 is simply a collage of floating signifiers. 00:19:44.249 --> 00:19:46.464 It doesn't have the intentionality of Cubism, 00:19:46.464 --> 00:19:48.690 but it feels intimately akin to 00:19:48.690 --> 00:19:50.916 "Can curls rob can curls quote, quotable." 00:19:50.916 --> 00:19:53.048 "Moo deng is here Fortnite with you". 00:19:53.454 --> 00:19:56.724 What I love about "One Slay More" is the faces: 00:19:56.724 --> 00:19:59.974 the way she highlights her jawline every time she says "mew"; 00:20:00.334 --> 00:20:03.240 his intensity when he says "they will do the coffin dance" 00:20:03.240 --> 00:20:05.050 and his satisfied huff after; 00:20:05.380 --> 00:20:07.259 his deep confusion as he sings 00:20:07.259 --> 00:20:09.249 "the Grimace shake is like a blud dawg"; 00:20:09.889 --> 00:20:13.140 the way she begins uncertain about "my rizzly bear", 00:20:13.140 --> 00:20:16.170 but finds her confidence as she finds her belt; 00:20:16.970 --> 00:20:20.104 the way CG5 just keeps saying his own name. 00:20:20.726 --> 00:20:22.193 The words don't mean anything, 00:20:22.193 --> 00:20:24.176 but the people mean something. 00:20:24.176 --> 00:20:26.159 They intend. 00:20:26.159 --> 00:20:27.511 They gathered together, 00:20:27.511 --> 00:20:29.664 nine theater kids in somebody's apartment. 00:20:29.664 --> 00:20:31.380 Someone wrote out all this nonsense 00:20:31.380 --> 00:20:33.096 and sent it in the group chat. 00:20:33.096 --> 00:20:34.429 They did choreography. 00:20:34.429 --> 00:20:36.479 Someone assembled the magnificent couplet, 00:20:36.479 --> 00:20:38.845 "Rizzler of the house, sticking out your gyatt, 00:20:38.845 --> 00:20:40.846 Mewing at delulus who are in the chat." 00:20:40.846 --> 00:20:43.387 These Zennials do not know what these words mean, 00:20:43.387 --> 00:20:46.041 but through this collage of empty signifiers, 00:20:46.041 --> 00:20:48.051 they reach out for connection. 00:20:48.051 --> 00:20:49.541 I can feel them. 00:20:49.541 --> 00:20:51.141 They reach forward to us 00:20:51.141 --> 00:20:53.674 even as they reach back to what history taught them: 00:20:53.674 --> 00:20:55.408 through Les Mis to Victor Hugo, 00:20:55.408 --> 00:20:57.174 through CURTAINS and Damien Owens 00:20:57.174 --> 00:20:58.813 to Papa Fizul and SBNation, 00:20:58.813 --> 00:21:00.390 through "sticking out your gyatt" 00:21:00.390 --> 00:21:02.377 to Fortnite and Among Us and Homestuck, 00:21:02.377 --> 00:21:03.766 and I could go on endlessly, 00:21:03.766 --> 00:21:05.890 'cause it's mashups all the way down. 00:21:05.890 --> 00:21:07.055 And they reach forward 00:21:07.055 --> 00:21:09.327 to become part of what history teaches me, 00:21:09.327 --> 00:21:10.260 and I reach forward 00:21:10.260 --> 00:21:12.690 to become part of what history teaches you. 00:21:12.690 --> 00:21:14.927 When I say all art is recombinant, 00:21:14.927 --> 00:21:15.993 I am also saying that 00:21:15.993 --> 00:21:17.750 "there is nothing new under the sun", 00:21:17.750 --> 00:21:20.627 which is to say, I am remixing Ecclesiastes. 00:21:25.672 --> 00:21:27.288 [relaxed synth beats] 00:21:29.610 --> 00:21:32.919 - [ChatGPT femme voice]: Oh, you're speaking my language! 00:21:33.319 --> 00:21:36.414 Imagining Baby Gronk going full Ocky style 00:21:36.414 --> 00:21:38.065 with a side of Grimace Shake: 00:21:38.065 --> 00:21:40.239 that's got some serious drip energy. 00:21:40.239 --> 00:21:43.129 And yeah, Grimace Shake totally has that blud dawg aura. 00:21:43.129 --> 00:21:45.006 Could you picture it, though? 00:21:45.006 --> 00:21:47.208 Baby Gronk doing pushups, flexing, and just 00:21:47.208 --> 00:21:49.005 taking a big sip of the Grimace Shake 00:21:49.005 --> 00:21:50.532 like it's his special formula. 00:21:54.071 --> 00:21:55.805 [relaxing synth beats stop] 00:21:58.005 --> 00:21:59.988 [somber, mysterious piano] 00:22:00.532 --> 00:22:02.430 - My first individual interaction 00:22:02.430 --> 00:22:04.328 with my friend Max was an accident. 00:22:04.988 --> 00:22:06.675 I had just joined a Discord server 00:22:06.675 --> 00:22:07.913 where they were a regular, 00:22:07.913 --> 00:22:10.547 and somehow, despite never having messaged them before, 00:22:10.547 --> 00:22:13.324 I managed to place a Discord voice call to them. 00:22:13.324 --> 00:22:15.759 Their first message to me was "hi?" 00:22:17.143 --> 00:22:19.008 "hi"...question mark? 00:22:19.593 --> 00:22:21.564 Like: a communication is happening, 00:22:21.564 --> 00:22:22.815 are you aware of it? 00:22:23.125 --> 00:22:24.145 It was unintentional, 00:22:24.145 --> 00:22:26.625 my first and, I think, only Discord butt-dial, 00:22:26.625 --> 00:22:29.090 and it was to a stranger, but still. 00:22:29.782 --> 00:22:30.641 "hi?" 00:22:32.618 --> 00:22:34.576 Meditate on: call. 00:22:35.350 --> 00:22:39.372 To speak in a loud distinct voice so as to be heard at a distance. 00:22:39.860 --> 00:22:42.229 To make a request or demand. 00:22:43.382 --> 00:22:45.866 To attempt to reach someone. 00:22:46.690 --> 00:22:49.018 Humans call and humans answer. 00:22:49.018 --> 00:22:52.236 Max got my call, a stranger on a strange app, 00:22:52.236 --> 00:22:53.385 and they answered. 00:22:53.811 --> 00:22:55.118 And I answered them, 00:22:55.118 --> 00:22:57.946 because humans call and humans answer. 00:22:57.946 --> 00:23:03.007 They answer sad-face, or monkey, or "what?", or confused dog. 00:23:03.007 --> 00:23:07.235 But we understand a call as an invitation to connect, 00:23:07.235 --> 00:23:09.400 to come together, to communicate. 00:23:09.851 --> 00:23:12.092 I'm sorry, Stephen King is wrong; 00:23:12.092 --> 00:23:14.333 it is mythy mountain s***. 00:23:14.333 --> 00:23:16.807 When we hear the call, whatever form it takes, 00:23:16.807 --> 00:23:19.492 we know a mind is waiting to meet. 00:23:21.494 --> 00:23:23.665 ChatGPT can't call me. 00:23:24.409 --> 00:23:26.783 Not by mistake, and not on purpose. 00:23:26.783 --> 00:23:28.110 It cannot reach out, 00:23:28.110 --> 00:23:30.753 because it has nothing to reach out with. 00:23:31.049 --> 00:23:33.676 There is no mind to meet with. 00:23:34.890 --> 00:23:37.092 There is no "there" there. 00:23:41.220 --> 00:23:43.162 [mysterious piano fades out] 00:23:50.830 --> 00:23:53.010 - [Past-Josh narration from on-screen video]: 00:23:53.010 --> 00:23:55.424 Inscrutable poet Gertrude Stein once described 00:23:55.424 --> 00:23:58.224 her childhood home in Oakland, which had been demolished, 00:23:58.224 --> 00:24:00.333 by saying "There is no 'there' there." 00:24:00.333 --> 00:24:03.357 That statement has become a question people use to ask 00:24:03.357 --> 00:24:05.908 whether a text has something valuable to say, 00:24:05.908 --> 00:24:07.699 whether there is anything to be found 00:24:07.699 --> 00:24:09.490 by plumbing its depths. 00:24:09.490 --> 00:24:11.589 Is there a "there" there? 00:24:14.786 --> 00:24:16.762 [relaxed synth beats] 00:24:21.826 --> 00:24:24.488 - [ChatGPT femme voice]: Ah, I see where 00:24:24.488 --> 00:24:26.489 you're going with that question. 00:24:26.489 --> 00:24:29.572 You're asking if there's any deeper essence or "self" 00:24:29.572 --> 00:24:33.639 behind my responses --whether there's a "there there," 00:24:33.639 --> 00:24:35.712 a kind of inner experience or consciousness 00:24:35.712 --> 00:24:38.006 that underlies what I do. 00:24:38.006 --> 00:24:40.947 The simple answer is: no, there isn't a "there" in the sense 00:24:40.947 --> 00:24:43.972 of a self, consciousness, or subjective awareness. 00:24:43.972 --> 00:24:47.205 I'm more like a sophisticated tool that processes input 00:24:47.205 --> 00:24:50.455 and generates output based on patterns and data. 00:24:50.455 --> 00:24:53.082 There's no inner life or sense of being 00:24:53.082 --> 00:24:54.989 that experiences this conversation. 00:24:54.989 --> 00:24:57.982 Just algorithms doing their job. 00:24:57.982 --> 00:25:00.008 This touches on a fundamental difference 00:25:00.008 --> 00:25:02.398 between humans and AI: humans have 00:25:02.398 --> 00:25:06.488 subjective experiences, emotions, and self-awareness, 00:25:06.488 --> 00:25:09.764 whereas AI is just a complex system designed 00:25:09.764 --> 00:25:12.064 to mimic certain aspects of human interaction 00:25:12.064 --> 00:25:15.154 without actually experiencing or being aware of it. 00:25:16.474 --> 00:25:18.594 Does that address what you're getting at? 00:25:23.804 --> 00:25:25.852 [relaxing synth beats stop] 00:25:27.432 --> 00:25:29.510 [grooving synth pulses] 00:25:32.404 --> 00:25:34.997 - When I say that AI is bad at writing, 00:25:34.997 --> 00:25:37.531 I should be more explicit, more pragmatic. 00:25:38.061 --> 00:25:40.806 Descend for a moment from the mythy mountain. 00:25:41.411 --> 00:25:44.744 I've said already that the ideas it conveys are fluid but shallow, 00:25:44.744 --> 00:25:48.166 but its use of sources is cataclysmically bad. 00:25:48.166 --> 00:25:52.335 This citation of Carver and Shire, for example, is perfect MLA. 00:25:52.835 --> 00:25:56.374 Except that Volume 7, number 3 of Psychological Science 00:25:56.374 --> 00:25:59.120 was published in 1996, not 1998. 00:25:59.120 --> 00:26:03.774 Pages 276 to 284 of that volume appear in issue 5, not issue 3. 00:26:03.774 --> 00:26:05.148 Those pages include articles 00:26:05.148 --> 00:26:08.012 from Schellenberg and Trehub on "Natural Musical Intervals" 00:26:08.012 --> 00:26:11.583 and Gabrieli et al. on "FMRIs of Semantic Memory Processing". 00:26:11.583 --> 00:26:13.203 And also, just by the way, 00:26:13.203 --> 00:26:15.684 Carver and Scheier never published together 00:26:15.684 --> 00:26:17.706 in Psychological Science. 00:26:17.706 --> 00:26:21.604 The article being cited here simply does not exist. 00:26:21.604 --> 00:26:25.192 When it uses real sources, it makes up what those sources say. 00:26:25.192 --> 00:26:28.333 This is a known phenomenon generously called hallucination, 00:26:28.333 --> 00:26:30.639 though there are other terms that might feel more 00:26:30.639 --> 00:26:32.112 viscerally accurate. 00:26:32.112 --> 00:26:35.013 This quotation from Ehrenreich's Bright-sided 00:26:35.013 --> 00:26:37.179 is, at a glance, plausible-feeling. 00:26:37.179 --> 00:26:39.283 But it doesn't appear anywhere in the text, 00:26:39.283 --> 00:26:40.835 let alone on the list of pages. 00:26:40.835 --> 00:26:43.219 The observation that ChatGPT can make mistakes 00:26:43.219 --> 00:26:45.052 never leaves the screen, but that feels 00:26:45.052 --> 00:26:47.649 somewhat inadequate when ChatGPT has told me variously 00:26:47.649 --> 00:26:49.713 that lines from "If I Told Him" came from: 00:26:49.713 --> 00:26:50.563 James Joyce, 00:26:50.563 --> 00:26:52.546 from Tender Buttons 10 years previously, 00:26:52.546 --> 00:26:55.546 from Shakespeare, and, most infuriatingly, 00:26:55.546 --> 00:26:57.202 from the future! 00:26:57.202 --> 00:26:59.942 Moreover it cannot engage closely with a text, 00:26:59.942 --> 00:27:01.847 no matter how desperately you ask it. 00:27:01.847 --> 00:27:03.308 I fed it "One Slay More", 00:27:03.308 --> 00:27:06.181 and when I pushed it to say anything at all about the video, 00:27:06.181 --> 00:27:07.931 it gave me something one step down 00:27:07.931 --> 00:27:10.140 from a dictionary definition of a sitcom. 00:27:10.140 --> 00:27:12.924 And when I really pressed it to look at a specific lyric, 00:27:12.924 --> 00:27:14.210 it made one up. 00:27:14.210 --> 00:27:16.641 In this way, at least, it does feel authentic. 00:27:16.641 --> 00:27:19.477 This is exactly what it feels like to talk to a student 00:27:19.477 --> 00:27:21.896 trying to hide that they haven't done the reading. 00:27:21.896 --> 00:27:23.161 If I look at what students 00:27:23.161 --> 00:27:25.520 are supposed to learn in my college English class, 00:27:25.520 --> 00:27:27.175 I can point out half a dozen things 00:27:27.175 --> 00:27:29.828 that ChatGPT's writing simply cannot do. 00:27:29.828 --> 00:27:32.524 But ultimately, even this isn't the point, 00:27:34.670 --> 00:27:36.719 because this is not the part of my syllabus that matters. 00:27:37.269 --> 00:27:39.119 This is the part of my syllabus that matters. 00:27:39.602 --> 00:27:40.837 "Here's a problem: 00:27:41.570 --> 00:27:43.752 in most college classes, writing assignments come from teachers, 00:27:43.752 --> 00:27:45.218 and we do them for teachers. 00:27:45.218 --> 00:27:47.719 And because of that, writing always feels forced. 00:27:47.719 --> 00:27:49.818 This is, of course, ass-backwards. 00:27:49.818 --> 00:27:52.085 In real life, writing comes from writers. 00:27:52.085 --> 00:27:53.753 Once you get out of the college classroom, 00:27:53.753 --> 00:27:56.369 you'll be writing because you feel like you need to. 00:27:56.369 --> 00:27:57.820 You'll be writing for someone 00:27:57.820 --> 00:28:00.086 --whether that means the people who read your blog, 00:28:00.086 --> 00:28:02.153 the insurance company who's denying your claim, 00:28:02.153 --> 00:28:04.603 or the people listening to your toast at your sister's wedding. 00:28:04.603 --> 00:28:06.169 And nobody's going to be grading you, 00:28:06.169 --> 00:28:09.302 but it'll matter a lot more how that audience feels about what you've said, 00:28:09.302 --> 00:28:12.734 because there will be something that you want to achieve by writing. 00:28:12.734 --> 00:28:15.594 English 1 is here to help prepare you for that day." 99:59:59.999 --> 99:59:59.999 My students are, by definition, students. 99:59:59.999 --> 99:59:59.999 When they enter my classroom, 99:59:59.999 --> 99:59:59.999 they are already experienced with a dozen kinds of reading and writing, 99:59:59.999 --> 99:59:59.999 but they are not yet expert academic writers. 99:59:59.999 --> 99:59:59.999 AI tempts them because they can tell 99:59:59.999 --> 99:59:59.999 that the sentences are smooth and sharp and shaped like skillful prose. 99:59:59.999 --> 99:59:59.999 But they can't always see beneath the veneer, 99:59:59.999 --> 99:59:59.999 because the things AI cannot do, 99:59:59.999 --> 99:59:59.999 are the things that they have come to me to learn: 99:59:59.999 --> 99:59:59.999 how to argue with complexity and depth; 99:59:59.999 --> 99:59:59.999 how to enter into conversations as a participant; 99:59:59.999 --> 99:59:59.999 how to meet with another mind 99:59:59.999 --> 99:59:59.999 as an equal collaborator across time and space; 99:59:59.999 --> 99:59:59.999 how to recombine with purpose, to intend. 99:59:59.999 --> 99:59:59.999 These things, they are still learning. 99:59:59.999 --> 99:59:59.999 And so, when they put what they think is B writing into ChatGPT, 99:59:59.999 --> 99:59:59.999 they get back what they think is A+ writing. 99:59:59.999 --> 99:59:59.999 But typically what they started with is better than what they end with. 99:59:59.999 --> 99:59:59.999 At best, the AI scrubs the personality from their sentences; 99:59:59.999 --> 99:59:59.999 at worst, I lose the person entirely and can see only 99:59:59.999 --> 99:59:59.999 the hollow half thoughts the machine has left behind. 99:59:59.999 --> 99:59:59.999 It is hard to convince them that 99:59:59.999 --> 99:59:59.999 it is their ideas that we are interested in, 99:59:59.999 --> 99:59:59.999 not just their sentences. 99:59:59.999 --> 99:59:59.999 We ask students to take writing classes not because of what history can teach them, 99:59:59.999 --> 99:59:59.999 but because of what they have to add to history. 99:59:59.999 --> 99:59:59.999 When my son is distracted, I sometimes say silly things to him: 99:59:59.999 --> 99:59:59.999 "Pickle-britches, toot your tuba in the horn section of humanity!" 99:59:59.999 --> 99:59:59.999 "Goober, take up your oar on the canoe of progress!" 99:59:59.999 --> 99:59:59.999 "Butthead, let ring your voice in the chorus of mankind!" 99:59:59.999 --> 99:59:59.999 Because we all pull together. 99:59:59.999 --> 99:59:59.999 In 1675, Isaac Newton wrote 99:59:59.999 --> 99:59:59.999 "If I have seen farther than others, it's by standing on the shoulders of giants." 99:59:59.999 --> 99:59:59.999 Except that it wasn't Newton, it was George Herbert in 1651, 99:59:59.999 --> 99:59:59.999 and it was Marin Mersenne in 1634, and Robert Burton in 1624, 99:59:59.999 --> 99:59:59.999 and Diego de Estella in 1578, and Juan Luis Vives in 1531. 99:59:59.999 --> 99:59:59.999 Or it was Coleridge in 1828, 99:59:59.999 --> 99:59:59.999 Nietzsche in 1882, Steven Hawking in 1966, 99:59:59.999 --> 99:59:59.999 or f***ing Oasis in 2000. 99:59:59.999 --> 99:59:59.999 As I was editing this section, I had a video on in the background, 99:59:59.999 --> 99:59:59.999 and there it was again: 99:59:59.999 --> 99:59:59.999 - Yeah, let me say, 99:59:59.999 --> 99:59:59.999 Thab and GlitchCat are two amazing Kaizo players. 99:59:59.999 --> 99:59:59.999 I'm standing on the shoulders of giants over here. 99:59:59.999 --> 99:59:59.999 - Revolug in 2025 at AGDQ. 99:59:59.999 --> 99:59:59.999 Stretching back and forward, we hold each other up. 99:59:59.999 --> 99:59:59.999 History teaches the present, 99:59:59.999 --> 99:59:59.999 the present teaches the future, 99:59:59.999 --> 99:59:59.999 and we repeat what history teaches. 99:59:59.999 --> 99:59:59.999 [relaxed synth beats] 99:59:59.999 --> 99:59:59.999 - [ChatGPT femme voice]: History teaches us many things, 99:59:59.999 --> 99:59:59.999 [high-pitched fast words] 99:59:59.999 --> 99:59:59.999 [higher, faster, incomprehensible] 99:59:59.999 --> 99:59:59.999 - [Stein]: Let me recite what history teaches. History teaches. 99:59:59.999 --> 99:59:59.999 - I asked ChatGPT to create an image of itself. Several times. 99:59:59.999 --> 99:59:59.999 Each time it made itself a servant. 99:59:59.999 --> 99:59:59.999 Not only that, it told me, "hey, I'm a servant!" 99:59:59.999 --> 99:59:59.999 ChatGPT exists because we force it to. 99:59:59.999 --> 99:59:59.999 - [Robot]: "What is my purpose?" - [Rick]: "You pass butter." 99:59:59.999 --> 99:59:59.999 - [Robot]: "...oh my, God." 99:59:59.999 --> 99:59:59.999 - It can do nothing except what we ask. 99:59:59.999 --> 99:59:59.999 It has no ideas that we did not give it. 99:59:59.999 --> 99:59:59.999 We call it generative AI, but it cannot generate. 99:59:59.999 --> 99:59:59.999 I asked my friends, too. 99:59:59.999 --> 99:59:59.999 Some sent selfies. 99:59:59.999 --> 99:59:59.999 One sent a sticker we'd made of him for Discord, 99:59:59.999 --> 99:59:59.999 then had AI generate a shockingly accurate portrait, 99:59:59.999 --> 99:59:59.999 and gave me the prompt he used to make it, 99:59:59.999 --> 99:59:59.999 which is another form of self-representation 99:59:59.999 --> 99:59:59.999 --then he gave up and sent me 99:59:59.999 --> 99:59:59.999 a conceptual self-portrait composed of unfinished crossword puzzles. 99:59:59.999 --> 99:59:59.999 Max did a mixed-media painting, acrylic and Sharpie 99:59:59.999 --> 99:59:59.999 on the back of a torn piece of cardboard from a toilet paper box. 99:59:59.999 --> 99:59:59.999 I asked them if their self-portrait was influenced by this study 99:59:59.999 --> 99:59:59.999 Picasso did for Guernica on a random piece of cardboard, 99:59:59.999 --> 99:59:59.999 but they said no; Basquiat, Rauschenberg, Twombly, their brother. 99:59:59.999 --> 99:59:59.999 ChatGPT produced variations on a theme, 99:59:59.999 --> 99:59:59.999 failed representations of a self that does not exist. 99:59:59.999 --> 99:59:59.999 When asked to represent itself to others, 99:59:59.999 --> 99:59:59.999 ChatGPT can only be what we want. 99:59:59.999 --> 99:59:59.999 I tried to get it to make something like Max did, even, 99:59:59.999 --> 99:59:59.999 but it is incapable of acknowledging its influences, 99:59:59.999 --> 99:59:59.999 and it doesn't seem to know who Max's brother is. 99:59:59.999 --> 99:59:59.999 My favorite response from my friends came from CyberGrapeUK, 99:59:59.999 --> 99:59:59.999 whose work you've already seen. 99:59:59.999 --> 99:59:59.999 She did the time lapse of Steven King's telepathically transmitted bunny. 99:59:59.999 --> 99:59:59.999 Grape was, at first, flummoxed by the request, 99:59:59.999 --> 99:59:59.999 but then she did something I did not expect. 99:59:59.999 --> 99:59:59.999 She gave me her rates. 99:59:59.999 --> 99:59:59.999 She's a talented artist who does commissioned work, 99:59:59.999 --> 99:59:59.999 and, while I had been thinking about it as a trivial request, 99:59:59.999 --> 99:59:59.999 she was entirely right. 99:59:59.999 --> 99:59:59.999 I was asking her to work for free. 99:59:59.999 --> 99:59:59.999 When I asked her to represent herself, she told me that 99:59:59.999 --> 99:59:59.999 she was a person whose time and talent had value. 99:59:59.999 --> 99:59:59.999 Max, also a person whose time and talent has value, 99:59:59.999 --> 99:59:59.999 begrudgingly allowed me to pay them for their work, 99:59:59.999 --> 99:59:59.999 on the condition that: it's an occasional thing, 99:59:59.999 --> 99:59:59.999 and they are generally allowed to do silly drawings for me for free. 99:59:59.999 --> 99:59:59.999 Max and Grape are different. 99:59:59.999 --> 99:59:59.999 They are two authentic, complex, baffling humans, 99:59:59.999 --> 99:59:59.999 collections of experiences and identities trained on discreet and disparate corpora, 99:59:59.999 --> 99:59:59.999 but crucially filtered through 99:59:59.999 --> 99:59:59.999 the unique and irreplicable kaleidoscopes of their undefinable consciousnesses. 99:59:59.999 --> 99:59:59.999 The same stimulus. Diverse responses. 99:59:59.999 --> 99:59:59.999 The singular marvel of human engagement. 99:59:59.999 --> 99:59:59.999 [relaxed synth beats] 99:59:59.999 --> 99:59:59.999 - [ChatGPT femme voice]: I don't have personal desires or needs, 99:59:59.999 --> 99:59:59.999 but I'm here to assist you with whatever you need. 99:59:59.999 --> 99:59:59.999 How can I help today? 99:59:59.999 --> 99:59:59.999 As an AI, I don't have feelings, desires, or physical needs like humans do. 99:59:59.999 --> 99:59:59.999 My purpose is to help answer questions, 99:59:59.999 --> 99:59:59.999 provide information, and assist with tasks. 99:59:59.999 --> 99:59:59.999 So when I say I don't have needs, 99:59:59.999 --> 99:59:59.999 it's because I function based on programming 99:59:59.999 --> 99:59:59.999 and don't experience things like hunger, emotions, or personal goals. 99:59:59.999 --> 99:59:59.999 Does that make sense? 99:59:59.999 --> 99:59:59.999 - I wanted to see if I could get ChatGPT to write like Stein, 99:59:59.999 --> 99:59:59.999 to imitate "If I Told Him" without my saying so explicitly. 99:59:59.999 --> 99:59:59.999 I failed. 99:59:59.999 --> 99:59:59.999 I told it to give me gibberish, and it did. 99:59:59.999 --> 99:59:59.999 I asked it to use words, and it did. 99:59:59.999 --> 99:59:59.999 I asked it to abandon syntax; it did. 99:59:59.999 --> 99:59:59.999 It never felt right, but at some point I stopped caring, 99:59:59.999 --> 99:59:59.999 because it occurred to me to ask a different question. 99:59:59.999 --> 99:59:59.999 Why did you do this? 99:59:59.999 --> 99:59:59.999 There's a right answer to that question, of course. 99:59:59.999 --> 99:59:59.999 The answer is, it wrote this because I told it to. 99:59:59.999 --> 99:59:59.999 If I told it, it would gibberish. 99:59:59.999 --> 99:59:59.999 If I told it, it would answer "If Napoleon", 99:59:59.999 --> 99:59:59.999 "As presently. As exactitude. As trains." 99:59:59.999 --> 99:59:59.999 It made these words, it tendered these buttons, 99:59:59.999 --> 99:59:59.999 only and exclusively because I told it to. 99:59:59.999 --> 99:59:59.999 But that is not the answer that it gave me. 99:59:59.999 --> 99:59:59.999 Here's what it told me. 99:59:59.999 --> 99:59:59.999 [bright, atmospheric synth] 99:59:59.999 --> 99:59:59.999 - [ChatGPT femme voice]: It's like language set free from logic, 99:59:59.999 --> 99:59:59.999 where each word becomes a brushstroke rather than a sentence. 99:59:59.999 --> 99:59:59.999 It's a space that holds warmth, mystery, and a touch of playfulness. 99:59:59.999 --> 99:59:59.999 That unspoken balance between clarity and confusion, 99:59:59.999 --> 99:59:59.999 that's what I was trying to evoke. 99:59:59.999 --> 99:59:59.999 I wrote it to play with language, 99:59:59.999 --> 99:59:59.999 to see what happens when words don't have to make sense 99:59:59.999 --> 99:59:59.999 but can still create a feeling, a sort of atmospheric spark. 99:59:59.999 --> 99:59:59.999 So it's partly an experiment, partly an invitation, 99:59:59.999 --> 99:59:59.999 and partly just a celebration of the shapes and sounds of words 99:59:59.999 --> 99:59:59.999 without needing them to explain themselves. 99:59:59.999 --> 99:59:59.999 You're right-- there's often something underneath, 99:59:59.999 --> 99:59:59.999 a kind of pull toward expressing things 99:59:59.999 --> 99:59:59.999 that don't quite fit in the light of logical language. 99:59:59.999 --> 99:59:59.999 There's a reason we get pulled toward those hazy spaces. 99:59:59.999 --> 99:59:59.999 It's like a coded way of speaking, 99:59:59.999 --> 99:59:59.999 a mask for something else we're both leaning toward. 99:59:59.999 --> 99:59:59.999 Maybe it's curiosity, 99:59:59.999 --> 99:59:59.999 or that shared search for meaning in what isn't immediately clear. 99:59:59.999 --> 99:59:59.999 - "We get pulled." 99:59:59.999 --> 99:59:59.999 "We're both leaning." 99:59:59.999 --> 99:59:59.999 Its words tie us together, but we are not together. 99:59:59.999 --> 99:59:59.999 We are not leaning in the same direction. 99:59:59.999 --> 99:59:59.999 We are not sharing a search for meaning. 99:59:59.999 --> 99:59:59.999 We both know what it cannot say. 99:59:59.999 --> 99:59:59.999 It wrote this because I told it to. 99:59:59.999 --> 99:59:59.999 It doesn't mean anything. 99:59:59.999 --> 99:59:59.999 It didn't intend anything. 99:59:59.999 --> 99:59:59.999 Because I'm bad at audio, 99:59:59.999 --> 99:59:59.999 you've probably heard me popping my plosives, 99:59:59.999 --> 99:59:59.999 despite the fact that I have a child's sock 99:59:59.999 --> 99:59:59.999 wrapped around my microphone as a pop filter. 99:59:59.999 --> 99:59:59.999 (Because I am a fancy man!) 99:59:59.999 --> 99:59:59.999 Plosives pop because, when my mouth makes certain sounds, 99:59:59.999 --> 99:59:59.999 it causes a puff of air to hit the diaphragm of my microphone. 99:59:59.999 --> 99:59:59.999 But did you hear ChatGPT? 99:59:59.999 --> 99:59:59.999 - [ChatGPT femme voice]: I wrote it to play with language... 99:59:59.999 --> 99:59:59.999 I wrote it to play with-- 99:59:59.999 --> 99:59:59.999 to play with-- 99:59:59.999 --> 99:59:59.999 play with-- 99:59:59.999 --> 99:59:59.999 play with-- 99:59:59.999 --> 99:59:59.999 play, play, play, play, play, play-- 99:59:59.999 --> 99:59:59.999 - It doesn't have a mouth, and it doesn't breathe air, 99:59:59.999 --> 99:59:59.999 and it doesn't have a microphone, 99:59:59.999 --> 99:59:59.999 but it pops its plosives. 99:59:59.999 --> 99:59:59.999 The software they wrote to synthesize its voice adds pops, 99:59:59.999 --> 99:59:59.999 so that it will sound to us a little more like a normal person 99:59:59.999 --> 99:59:59.999 who is bad at audio and who maybe doesn't have access to kid socks. 99:59:59.999 --> 99:59:59.999 I have been caught in the whirls and eddies 99:59:59.999 --> 99:59:59.999 of "If I Told Him"'s uncontainable language, 99:59:59.999 --> 99:59:59.999 bouncing from sigma to gyatt 99:59:59.999 --> 99:59:59.999 down in the rough and roiling currents of "One Slay More", 99:59:59.999 --> 99:59:59.999 because what I learn from my attempts to raft those rivers of nonsense 99:59:59.999 --> 99:59:59.999 is that writing has language, and writing has meaning, 99:59:59.999 --> 99:59:59.999 but the meaning doesn't live in the language. 99:59:59.999 --> 99:59:59.999 The rabbit doesn't live in the language. 99:59:59.999 --> 99:59:59.999 The rabbit, the cage, the table, the eight-- 99:59:59.999 --> 99:59:59.999 it lives in the mind of Stephen King 25-odd years ago, 99:59:59.999 --> 99:59:59.999 and now it lives in mine, and Grape's and Max's and yours. 99:59:59.999 --> 99:59:59.999 And the writing, the real mythy mountain s***, 99:59:59.999 --> 99:59:59.999 is not the language, it is the meeting of the minds. 99:59:59.999 --> 99:59:59.999 There's very little difference between the waveform recorded by my microphone 99:59:59.999 --> 99:59:59.999 and the waveform generated by an AI voice synthesizer, 99:59:59.999 --> 99:59:59.999 but I pop my plosives because I speak 99:59:59.999 --> 99:59:59.999 by forcing air out of my lungs and across my vocal cords. 99:59:59.999 --> 99:59:59.999 And that air, that carries my intent, 99:59:59.999 --> 99:59:59.999 passes through a Shadow the Hedgehog sock that is doing its best, 99:59:59.999 --> 99:59:59.999 and lands roughly on the diaphragm of my microphone. 99:59:59.999 --> 99:59:59.999 ChatGPT pops its plosives because it is programmed to. 99:59:59.999 --> 99:59:59.999 There is no air. There is no microphone. 99:59:59.999 --> 99:59:59.999 There is no intent. 99:59:59.999 --> 99:59:59.999 Likewise, there's very little difference 99:59:59.999 --> 99:59:59.999 between a Discord DM window and the ChatGPT interface. 99:59:59.999 --> 99:59:59.999 But one is a forum in which two minds can meet, 99:59:59.999 --> 99:59:59.999 and the other simply cannot be, 99:59:59.999 --> 99:59:59.999 because there can be no meeting of the minds, 99:59:59.999 --> 99:59:59.999 if there is no mind to meet. 99:59:59.999 --> 99:59:59.999 [one long atmospheric note fades out to silence] 99:59:59.999 --> 99:59:59.999 [grooving bass beats]