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what_kind_of_ai_do_we_want._generative_ai_and_normalization [2024/03/03 17:42] – [Friday: 05.03] fstalder@zhdk.ch | what_kind_of_ai_do_we_want._generative_ai_and_normalization [2024/03/26 17:16] (current) – [Wednesday: 06.03] fstalder@zhdk.ch |
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"Introduction to Machine Learning": | "Introduction to Machine Learning": |
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Guest: Alexandre Puttick ([[https://latentspaces.zhdk.ch|Latent Spaces Reserch Projekt]]). Understanding the Latent Space: Basic mathematical operations. | Guest: Alexandre Puttick ([[https://latentspaces.zhdk.ch|Latent Spaces Reserch Projekt]]). |
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| Understanding the Latent Space: Basic mathematical operations. {{:what_ai_2024.pdf|Slides}} |
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Playing a Game: [[https://semantle.com|Semantle.com]] | Playing a Game: [[https://semantle.com|Semantle.com]] |
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**The Issue of Normalization** | **The Issue of Normalization** |
* Jenka Gurfinkel: [[https://flowingdata.com/2023/04/06/ai-and-the-american-smile/|AI and the American Smile. How AI misrepresents culture through a facial expression]]. Medium. Mar 27, 2023 | * Jenka Gurfinkel: [[https://medium.com/@socialcreature/ai-and-the-american-smile-76d23a0fbfaf|AI and the American Smile. How AI misrepresents culture through a facial expression]]. Medium. Mar 27, 2023 |
* Eric Salvaggio: [[https://www.cyberneticforests.com/news/social-diffusion-amp-the-seance-of-the-digital-archive|The Hypothetical Image]]. October 29, 2023 | * Eric Salvaggio: [[https://www.cyberneticforests.com/news/social-diffusion-amp-the-seance-of-the-digital-archive|The Hypothetical Image]]. October 29, 2023 |
* Roland Meyer: Plattform Realism ([[https://bsky.app/profile/bildoperationen.bsky.social/post/3k5ezegt44m2w|Thread August 20, 2023]], [[https://bsky.app/profile/bildoperationen.bsky.social/post/3k5wxyopdzs2v|Thread August 27, 2023]]; [[https://bsky.app/profile/bildoperationen.bsky.social/post/3kikzfdvfvf2m|Thread, Jan 9, 2024]]) | * Roland Meyer: Plattform Realism ([[https://bsky.app/profile/bildoperationen.bsky.social/post/3k5ezegt44m2w|Thread August 20, 2023]], [[https://bsky.app/profile/bildoperationen.bsky.social/post/3k5wxyopdzs2v|Thread August 27, 2023]]; [[https://bsky.app/profile/bildoperationen.bsky.social/post/3kikzfdvfvf2m|Thread, Jan 9, 2024]]) |
* Probability vs Possibility | * Probability vs Possibility |
* Bias in Data | * Bias in Data |
* Mediengruppe Bitnik (2017) [[https://wwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwww.bitnik.org/sor/|State of Reference]] | * Mediengruppe Bitnik (2017) [[https://wwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwwww.bitnik.org/sor/|State of Reference]] (-> [[https://knowingmachines.org/models-all-the-way|Analysis of the LAION-5B Data Set]] Knowing Machines.) |
* Joy Boulamwini [[https://www.youtube.com/watch?v=QxuyfWoVV98|AI, Ain't I a Woman?]] (2019) | * Joy Boulamwini [[https://www.youtube.com/watch?v=QxuyfWoVV98|AI, Ain't I a Woman?]] (2019) |
* Google's Gemini 1.5. over-correction: | * Google's Gemini 1.5. over-correction: |
* Google CEO: [[https://blog.google/products/gemini/gemini-image-generation-issue/|Gemini image generation got it wrong. We'll do better]] | * Google CEO: [[https://blog.google/products/gemini/gemini-image-generation-issue/|Gemini image generation got it wrong. We'll do better]] |
* Corporate Policy | * Corporate Policy |
* [https://cookbook.openai.com/examples/how_to_use_guardrails|OpenAI Guardrails]] | * [[https://cookbook.openai.com/examples/how_to_use_guardrails|OpenAI Guardrails]] |
* Avoiding controversy (in the US) | * Avoiding controversy (in the US) |
* Reinforcement Learning | * Reinforcement Learning |
* Frank and Eva Mattes, [[https://0100101110101101.org/dark-content/|Dark Continent]], 2015 [[https://www.youtube.com/watch?v=FrJf8ltqbAw|Episode One]] 4:50 | * Frank and Eva Mattes, [[https://0100101110101101.org/dark-content/|Dark Continent]], 2015 [[https://www.youtube.com/watch?v=FrJf8ltqbAw|Episode One]] 4:50 |
* Andrew N. Wilson, [[http://andrewnormanwilson.com/WorkersGoogleplex.html|Workers Leaving the Googleplex]], 2011, 11:03 | * Andrew N. Wilson, [[http://andrewnormanwilson.com/WorkersGoogleplex.html|Workers Leaving the Googleplex]], 2011, 11:03 |
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Guest: **Eva Cetinic: Critical Perspectives on Generative AI: An Overview of Main Topics** | Guest: **Eva Cetinic: Critical Perspectives on Generative AI: An Overview of Main Topics** |
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**Colonialism / Post-colonialism** | **Colonialism / Post-colonialism** |
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| **Historical Process (1492-1974)** |
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| https://brilliantmaps.com/colonialism-history |
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| **System of Dispossession** |
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"Colonialism = Thingification" (Aimé Césaire, [[https://en.wikipedia.org/wiki/Discourse_on_Colonialism |Discourse on Colonialism]]) | "Colonialism = Thingification" (Aimé Césaire, [[https://en.wikipedia.org/wiki/Discourse_on_Colonialism |Discourse on Colonialism]]) |
Digital Colonialism | Digital Colonialism |
* Infrastructure [[https://www.submarinecablemap.com/|Submarine Cable Map]], [[https://worldpopulationreview.com/country-rankings/facebook-users-by-country|Facebook User per country]], [[https://datacenters.atmeta.com/|Meta's Data Center Map]] | * Infrastructure [[https://www.submarinecablemap.com/|Submarine Cable Map]], [[https://worldpopulationreview.com/country-rankings/facebook-users-by-country|Facebook User per country]], [[https://datacenters.atmeta.com/|Meta's Data Center Map]] |
* Extractivism. Vladan Joler. [[https://extractivism.online/|New Extractivism]] | * Extractivism. Vladan Joler. [[https://extractivism.online/|New Extractivism]] [[https://www.fondazioneprada.org/project/calculating-empires/?lang=en|CALCULATING EMPIRES. A GENEALOGY OF TECHNOLOGY AND POWER, 1500-2025]] Crawford / Joler, 2023/24 |
* Bias in Data, Data Sets | * Bias in Data, Data Sets |
* [[https://adam.harvey.studio/|Adam Harvey]], [[https://exposing.ai|Exposing AI]] | * [[https://adam.harvey.studio/|Adam Harvey]], [[https://exposing.ai|Exposing AI]] |
**De-colonizing AI** | **De-colonizing AI** |
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11:30 - 13:00 Nora Al Bardi (via Zoom) | 11:30 - 13:00 [[https://www.nora-al-badri.de|Nora Al Bardi]] (via Zoom) |
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Afternoon | Afternoon |
80% happy:Computer and Emotions | 80% happy:Computer and Emotions |
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[[https://www.paulekman.com/resources/universal-facial-expressions|Paul Eckmann Universal Facial Expressions]] | [[https://www.paulekman.com/resources/universal-facial-expressions|Paul Eckmann Universal Facial Expressions]] |
* Anger | * Anger |
* Disgust | * Disgust |
Content analysis vs. behavioral analysis (involuntary facial expressions, gait, typing, biometric data...) | Content analysis vs. behavioral analysis (involuntary facial expressions, gait, typing, biometric data...) |
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Crawford, Kate. Atlas of AI: power, politics, and the planetary costs of artificial intelligence. New Haven: Yale University Press, 2021. (Chapter 5: Affect) | Crawford, Kate. Atlas of AI: power, politics, and the planetary costs of artificial intelligence. New Haven: Yale University Press, 2021.{{ ::atlas_of_ai_power_politics_and_the_planet_-_crawford_kate_chap.5.pdf |Chapter 5: Affect}} |
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[[https://interaktiv.br.de/ki-bewerbung/en/|OBJECTIVE OR BIASED | [[https://interaktiv.br.de/ki-bewerbung/en/|OBJECTIVE OR BIASED |
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**Afternoon: 13:30 -16:30** | **Afternoon: 13:30 -16:30 RAUM: ZT 1.D07 Probebühne** |
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Guest: [[https://www.hendry.me|Manuel Hendry]] & the angry chatbot | Guest: [[https://www.hendry.me|Manuel Hendry]] & the angry chatbot |
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-> 16:30 Cory Arcangel's Presentation (see pad) | -> 16:30 Cory Arcangel's Presentation (see pad) |
==== Friday: 05.03 ==== | ==== Friday: 08.03 ==== |
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**Morning** | **Morning** |