{"guid":"f041e15f-41df-5a99-97e5-5cc5bdcee9b3","title":"What if we could just ask AI to be less biased?","subtitle":null,"slug":"2023-285-what-if-we-could-just-ask-ai-to-be-less-biased-","link":"https://talks.mrmcd.net/2023/talk/ATTUVF/","description":"AI models have recently achieved astonishing results and are consequently employed in a fast-growing number of applications. However, since they are highly data-driven, relying on billion-sized datasets randomly scraped from the internet, they also suffer from degenerated and biased human behavior. This behavior is human-like, and the model only reflects its training data. Filtering training data leads to a performance decrease. Therefore, models are fine-tuned, e.g., by RLHF, to align with human values. However, the question of which values should be reflected and how a model should behave in different contexts remains unresolved. In this talk, we will look at controllable generative AI systems and present ways to align these models without fine-tuning them. Specifically, we present strategies to attenuate biases after deploying generative text-to-image models.","original_language":"eng","persons":["Patrick Schramowski"],"tags":["mrmcd23","285","2023","Darmstadt","mrmcd23"],"view_count":72,"promoted":false,"date":"2023-09-02T14:00:00.000+02:00","release_date":"2023-09-02T00:00:00.000+02:00","updated_at":"2025-07-02T15:15:06.042+02:00","length":1189,"duration":1189,"thumb_url":"https://static.media.ccc.de/media/conferences/mrmcd/mrmcd23/285-f041e15f-41df-5a99-97e5-5cc5bdcee9b3.jpg","poster_url":"https://static.media.ccc.de/media/conferences/mrmcd/mrmcd23/285-f041e15f-41df-5a99-97e5-5cc5bdcee9b3_preview.jpg","timeline_url":"https://static.media.ccc.de/media/conferences/mrmcd/mrmcd23/285-f041e15f-41df-5a99-97e5-5cc5bdcee9b3.timeline.jpg","thumbnails_url":"https://static.media.ccc.de/media/conferences/mrmcd/mrmcd23/285-f041e15f-41df-5a99-97e5-5cc5bdcee9b3.thumbnails.vtt","frontend_link":"https://media.ccc.de/v/2023-285-what-if-we-could-just-ask-ai-to-be-less-biased-","url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_title":"MRMCD 2023 - Wem gehört die Wirklichkeit?","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23","related":[],"recordings":[{"size":112,"length":1189,"mime_type":"video/webm","language":"eng","filename":"mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_webm-hd.webm","state":"new","folder":"webm-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2023-09-03T08:13:04.976+02:00","recording_url":"https://cdn.media.ccc.de/events/mrmcd/mrmcd23/webm-hd/mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_webm-hd.webm","url":"https://api.media.ccc.de/public/recordings/69931","event_url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23"},{"size":47,"length":1189,"mime_type":"video/webm","language":"eng","filename":"mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_webm-sd.webm","state":"new","folder":"webm-sd","high_quality":false,"width":720,"height":576,"updated_at":"2023-09-02T17:41:39.421+02:00","recording_url":"https://cdn.media.ccc.de/events/mrmcd/mrmcd23/webm-sd/mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_webm-sd.webm","url":"https://api.media.ccc.de/public/recordings/69868","event_url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23"},{"size":10,"length":1189,"mime_type":"audio/opus","language":"eng","filename":"mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_opus.opus","state":"new","folder":"opus","high_quality":false,"width":0,"height":0,"updated_at":"2023-09-02T17:36:03.709+02:00","recording_url":"https://cdn.media.ccc.de/events/mrmcd/mrmcd23/opus/mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_opus.opus","url":"https://api.media.ccc.de/public/recordings/69866","event_url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23"},{"size":18,"length":1189,"mime_type":"audio/mpeg","language":"eng","filename":"mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_mp3.mp3","state":"new","folder":"mp3","high_quality":false,"width":0,"height":0,"updated_at":"2023-09-02T17:33:34.112+02:00","recording_url":"https://cdn.media.ccc.de/events/mrmcd/mrmcd23/mp3/mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_mp3.mp3","url":"https://api.media.ccc.de/public/recordings/69864","event_url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23"},{"size":38,"length":1189,"mime_type":"video/mp4","language":"eng","filename":"mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_sd.mp4","state":"new","folder":"h264-sd","high_quality":false,"width":720,"height":576,"updated_at":"2023-09-02T17:32:34.572+02:00","recording_url":"https://cdn.media.ccc.de/events/mrmcd/mrmcd23/h264-sd/mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_sd.mp4","url":"https://api.media.ccc.de/public/recordings/69863","event_url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23"},{"size":107,"length":1189,"mime_type":"video/mp4","language":"eng","filename":"mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_hd.mp4","state":"new","folder":"h264-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2023-09-02T16:36:47.703+02:00","recording_url":"https://cdn.media.ccc.de/events/mrmcd/mrmcd23/h264-hd/mrmcd23-285-eng-What_if_we_could_just_ask_AI_to_be_less_biased_hd.mp4","url":"https://api.media.ccc.de/public/recordings/69861","event_url":"https://api.media.ccc.de/public/events/f041e15f-41df-5a99-97e5-5cc5bdcee9b3","conference_url":"https://api.media.ccc.de/public/conferences/mrmcd23"}]}