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Is anyone aware of research that increases the ICL capabilities and mimicry capabilities of models?

Is anyone aware of research that increases the ICL capabilities and mimicry capabilities of models?

I mean in post training btw*

avatar for Teknium (e/λ)
Teknium (e/λ)
Sat Nov 08 19:16:17
RT @tenderizzation: [ENG SUB] how it feels to use eager pytorch in 2025

RT @tenderizzation: [ENG SUB] how it feels to use eager pytorch in 2025

Distributed Learning @ deepmind | DiLoCo, DiPaCo. Continual Learning PhD @ Sorbonne

avatar for Arthur Douillard
Arthur Douillard
Sat Nov 08 19:16:10
This past week I watched Claude decompile PPTX files and recompiles them with edits just from single prompts.

The daily input/outputs of the *average* fortune 1000 worker are already in distribution of these models. The product layer is what is missing.

This past week I watched Claude decompile PPTX files and recompiles them with edits just from single prompts. The daily input/outputs of the *average* fortune 1000 worker are already in distribution of these models. The product layer is what is missing.

CEO @ Nomic (hiring) https://t.co/NbsLHLWfy8

avatar for Andriy Mulyar
Andriy Mulyar
Sat Nov 08 19:15:09
"The gap between how most people are using AI and what AI is presently capable of is immense."

This.

99% of knowledge workers don't know what's coming.

"The gap between how most people are using AI and what AI is presently capable of is immense." This. 99% of knowledge workers don't know what's coming.

This past week I watched Claude decompile PPTX files and recompiles them with edits just from single prompts. The daily input/outputs of the *average* fortune 1000 worker are already in distribution of these models. The product layer is what is missing.

avatar for Andriy Mulyar
Andriy Mulyar
Sat Nov 08 19:15:08
Delete your drafts

Delete your drafts

Founder | Author | Speaker Building @beltstripe. Healtech/EdTech/Agric I'm Not The Man Of Your Dreams. Your Imagination Wasn't This Great.

avatar for Sani Yusuf
Sani Yusuf
Sat Nov 08 19:11:09
seeing Yarv and co in action has convinced me that classical academic training is highly valuable. Utter midwits can (when they try, or aren’t defending pure ideology) hold their own just because they have notions of “rigor” and “literature”. I feel so thankful to my teachers now

seeing Yarv and co in action has convinced me that classical academic training is highly valuable. Utter midwits can (when they try, or aren’t defending pure ideology) hold their own just because they have notions of “rigor” and “literature”. I feel so thankful to my teachers now

We're in a race. It's not USA vs China but humans and AGIs vs ape power centralization. @deepseek_ai stan #1, 2023–Deep Time «C’est la guerre.» ®1

avatar for Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)
Sat Nov 08 19:08:00
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