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Sotos Tsaftaris

@stsaftaris.bsky.social

Professor in ML & CV at University of Edinburgh, https://vios.science Director of CHAI https://chai.ac.uk Canon Medical/RAEng Chair in Healthcare AI. Fellow ELLIS (Views my own)

108 Followers  |  17 Following  |  7 Posts  |  Joined: 09.01.2025  |  1.8355

Latest posts by stsaftaris.bsky.social on Bluesky

🧡7/7 Image Credits: Curiosamente alucinante

06.02.2025 14:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

🧡 6/7
What other analogies can you draw between the book and LLMs? Think about learned embeddings, attention mechanisms, etc. Let's discuss! πŸ‘‡ #Analogy #TechTalk

06.02.2025 14:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

🧡 5/7
Now for the techy bit: The core principle at play is compositionality. The book combines lines to create poems, LLMs combine words, sub-word units, and learned representations to generate text. This combined with massive datasets and complex architectures, enables diverse and novel outputs.

06.02.2025 14:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

🧡4/7
So next time you're amazed by an LLM's writing skills, remember Cent mille milliards de poΓ¨mes. It's a beautiful illustration of how a little creativity and a LOT of combinations can go a LONG way. πŸ“šβž‘οΈπŸ’» #RaymondQueneau #CentMilleMilliardsDePoemes

06.02.2025 14:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

🧡3/7
Just like the book can create an almost infinite number of poems, LLMs can generate a mind-boggling variety of text. 🀯 From poems to code, emails to essays, it's all about combining the building blocks in new and creative ways. ✨ #ChatGPT #deepseek #gemini #claude

06.02.2025 14:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

🧡 2/7
Think of it like this: each line in the book is like a word in an LLM's vocabulary. πŸ”€ The book's structure? That's like the LLM's grammar rules. βš™οΈ And every new poem you create? That's like the LLM generating a unique sentence or story! ✍️ #Creativity #Innovation

06.02.2025 14:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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🀯 One book 10 pages. 100 TRILLION poems. And how it helps us understand LLMs a 🧡 🀯
Cent mille milliards de poèmes, is a real book by Raymond Queneau! It lets you create 100,000,000,000,000 different sonnets just by mixing and matching lines! 🀯 #LLM #AI #Poetry #Books #MindBlown
🧡 1/7

06.02.2025 14:16 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
Preview
Sotirios Tsaftaris Professor Sotirios (Sotos) Tsaftaris, is Chair in Machine Learning and Computer Vision. He also holds the Canon Medical/Royal Academy of Engineering Research Chair in Healthcare AI and is an ELLIS Fel...

🌟 Excited to see our Director, @stsaftaris.bsky.social, featured in @edinnovations.bsky.social "Inspirational Innovators" series!
A fascinating glimpse into the experiences and inspirations shaping his journey in AI and innovation.
πŸ’‘ Read more: eil.ac/iisotiriosts...
#AILeadership #Innovation #EI

15.01.2025 14:26 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

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