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#creativeai

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isws

Dear friends of ISWS! The next round for #ISWS2025 will start with the #CfP most likely by the end of 2024. We will keep you posted about all news related to the school.

In the meantime, we'll post about events, conferences, publications, presentations, lectures, and other activities of our field of research, our students, our tutors, and our keynoters. We hope you will enjoy!

View from the courtyard terrace of Bertinoro fortress at sunrise.
#semanticweb#knowledgegraphs#generativeAI
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Harald Sack

Next stop on our brief #timeline of (Large) #LanguageModels is 2022:
InstructGPT is introduced by OpenAI, a GPT-3 model complemented and fine-tuned with reinforcement learning from human feedback.
ChatGPT is introduced by OpenAI as a combination of GPT-3, Codex, and InstructGPT including lots of additional engineering.
#ise2023 lecture slides: drive.google.com/file/d/1atNvM
RLHF explaned: huggingface.co/blog/rlhf
#ai #creativeai #rlhf #gpt3 #gpt #openai #chatgpt #lecture #artificialintelligence #llm

Slide from Information Service Engineering 2023 lecture, BRief History of (Large) Language Models: 2022, InstructGPT is introduced by OpenAI, a GPT-3 model complemented and fine-tuned with reinforcement learning feedback. Improved instruction following and less likely producing hallucinated answers. ChatGPT introduced by OpenAI, a combination of GPT-3, Codex, and InstructGPT plus a massive engineering effort. Bibliography: N. Lambert, L. Castricato. L. von Werra, A. Havrilla. (2022). Illustrating Reinforcement Learning from Human Feedback (RLHF). huggingface.co.
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Harald Sack

Next leg in our brief history of (Large) #LanguageModel is 2020, when #GPT-3 was released by OpenAI, based on 45TB data crawled from the web. A “data quality” predictor was trained to boil down the training data to 550GB “high quality” data. Learning from the prompt was introduced (few-shot learning)
Lecture slides: drive.google.com/file/d/1atNvM
paper: proceedings.neurips.cc/paper/2
@fizise #ai #artificialintelligence #creativeai #llm #ise2023 #lecture

Lecture SLide from Information Sertvice Engineering 2023, A Brief HIstory of (Large) Language Models: GPT-3 was released by OpenAI, based on 45TB data crawled from the web. A “data quality” predictor was trained to boil down the training data to 550GB “high quality” data. Learning from the prompt is introduced (few-shot learning). Bibliography: T. B. Brown et al. (2020). Language models are few-shot learners. In Proceedings of the 34th Int. Conf. on Neural Information Processing Systems (NIPS'20). Curran Associates Inc., Red Hook, NY, USA, Article 159, 1877–1901.
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Harald Sack

In last week's #ise2023 lecture we were discussing the Turing Test aka the Imitation Game as means to test a machine's ability to exhibit intelligent behaviour equivalent to, or indistinguishable from, that of a human... However, in times of #ChatGPT we have to rethink our concepts of "intelligence".
Slides: drive.google.com/file/d/1LUOA-
#machinelearning #ai #turing #turingtest #intelligence #lecture @fizise @enorouzi #aiart #creativeai #stablediffusionart

Slide from the lecture Information Service Engineering 2023, Basic Machine LEarning 03, The Turing test, originally called the imitation game by Alan Turing in 1950, is a test of a machine's ability to exhibit intelligent behaviour equivalent to, or indistinguishable from, that of a human.
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FIZ ISE Research Group

Here are the slides for the invited talk
"The Persistence of Temporality: Tracing Time in Cultural Heritage Knowledge Graphs" presented by @sashabruns at Offenes Forschungskolloquium Digital Humanities at Institut für Geschichtswissenschaften, HU Berlin on June 25, 2023.
Slides: zenodo.org/record/8069162
#semanticweb #knowledgegraphs #ontologies #time #knowledgerepresentation #dh #digitalhumanities @sashabruns @nfdi4culture @humboldtuni @DigitalHistory #creativeai #stablediffusionart

Cover slide and zoom audience for the talk "The Persistence of temporality", created via ArtBot. Prompt: "Draw a picture in the style of Salvador Dali which shows various people from different times, different geographies, different cultures together with stereotypical objects, all connected with each other in a huge knowledge graph., Surrealist, Photoshoot", Sampler: k_dpmpp_sde Model: Deliberate Model version: 2 Seed: 979726872 Steps: 80 Guidance / cfg scale: 9‌ Karras: true Hi-res fix: false CLIP skip: 1 tiled: false
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Eric Maugendre

in "The #Ethics of #CreativeAI" blog.liedra.net/publication-th :

"It is important to view this chapter as a starting point for discussion about what kind of society Creative AI techniques will be creating, and, more importantly, what kind of society Creative AI practitioners want to create through their artistic practice and use of #AI tools."

by @CatherineFlick and Kyle Worrall
⸺
#honesty #humility #empathy #care #civility #flexibility #bias #ethicalAI #aiEthics #safety @ai #ethics @ethics #AIArt

Catherine Flick: Publications, Media, and ThoughtsPublication: The Ethics of Creative AIThis chapter is co-authored with Kyle Worrall, an IGGI PhD student who works in procedurally generated audio. It is part of a book The La...
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