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ajoy

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Prompt Repetition Improves Non-Reasoning LLMs

arxiv.org
1 points·by ajoy·5 maanden geleden·1 comments

The Looming Taiwan Chip Disaster That Silicon Valley Has Long Ignored

nytimes.com
4 points·by ajoy·5 maanden geleden·0 comments

How to Remember What You Read

fs.blog
330 points·by ajoy·5 jaar geleden·91 comments

comments

ajoy
·4 maanden geleden·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 maanden geleden·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 jaar geleden·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 jaar geleden·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).