Simon Aytes

MS AI at @kaist_ai 👨🏻‍💻 All opinions are my own.

[Kangsan Kim @kangsan_kim_]

Introducing 🌌UniversalRAG — a novel RAG framework that adaptively retrieves from multimodal corpora (📕text, 🖼image, 🎥video) at the right level of granularity, from short snippets to long content.

Huge thanks to @omarsar0 for sharing our work!

Paper: https://t.co/x2YgCXZuY4

[Jinheon Baek @jinheonbaek]

So excited to drop PaperCoder, a multi-agent LLM system that turns ML papers into full codebases.

It looks like this:📄 (papers) → 🧠 (planning) → 🛠️ (full repos), all powered by 🤖.

Big thanks to @_akhaliq for the shoutout!

Paper: https://t.co/LuKXPTd0df

[Simon Aytes @s_aytes]

📣 Excited to introduce Sketch-of-Thought (SoT)

We've drawn inspiration from human cognition to make #LLM reasoning more efficient, reducing token usage by an avg. of 75% while having comparable accuracy to traditional CoT approaches.

🔗Paper: https://t.co/miWx9ar49k

[Simon Aytes @s_aytes]

Amazing #LLM research from my colleagues at the @kaist_ai graduate school!

#ArtificialIntelligence #ComputerVision #Research

[Jinheon Baek @jinheonbaek]

Excited to introduce VideoRAG📽️, which extends the current landscape of RAG systems (that largely focus on text) by holistically leveraging the video corpus, utilizing both textual and visual features.

Paper: https://t.co/5PDMGHYrMJ

@SoyeongJeong97 @kangsan_kim_ @SungJuHwang1

[Simon Aytes @s_aytes]

Sources:
[1] https://t.co/dx4ljY3XbK
[2] https://t.co/h0P9u73nej

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[Simon Aytes @s_aytes]

🌍 July Post Series: The Urgent Need for GreenAI 🌱

Did you know training one large AI model can emit as much CO2 as 5 cars over their lifetimes? 🚗🚗🚗🚗🚗

ICT, including AI, could use 20% of electricity & emit up to 5.5% of global CO2 by 2025! [1]

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[Simon Aytes @s_aytes]

🔥 This July is projected to be the warmest month ever recorded [2].
It's crucial we address AI's environmental impact.

Stay tuned for insights on AI’s carbon footprint, strategies for reducing energy use, and how AI can fight climate change. 🌿

#ClimateChange #AI

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[Simon Aytes @s_aytes]

Last year, I applied and was accepted to 12 graduate programs in #AI, including KAIST, Columbia, and UCL.

I am thrilled to share that an article I've written about my process for finding these programs is now live! 🚀

https://t.co/5D4DoglRuL