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ajoy

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Prompt Repetition Improves Non-Reasoning LLMs

arxiv.org
1 points·by ajoy·5 tháng trước·1 comments

The Looming Taiwan Chip Disaster That Silicon Valley Has Long Ignored

nytimes.com
4 points·by ajoy·5 tháng trước·0 comments

How to Remember What You Read

fs.blog
330 points·by ajoy·5 năm trước·91 comments

comments

ajoy
·4 tháng trước·discuss
Reminded me of a similar story at openSSH, wonderfully documented in a "Veritasium" episode, which was just fascinating to watch/listen.

https://www.youtube.com/watch?v=aoag03mSuXQ
ajoy
·5 tháng trước·discuss
"When not using reasoning, repeating the input prompt improves performance for popular models (Gemini, GPT, Claude, and Deepseek) without increasing the number of generated tokens or latency."
ajoy
·5 năm trước·discuss
I think we have to consider the possibility (most likely), that the advanced versions of these lifeforms are much further along the evolutionary tree than we are. They might have evolved like us, but continued evolving and now look nothing like us.
ajoy
·6 năm trước·discuss
Most people don't know this, but Nokia had hit upon a lot of these ideas before the iPhone, but didn't act on it : https://venturebeat.com/2010/09/27/nokia-had-iphone-like-pro...

They were an innovative company, till internal culture or complacency killed it (conjecture).