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ajoy

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Prompt Repetition Improves Non-Reasoning LLMs

arxiv.org
1 points·by ajoy·5 months ago·1 comments

The Looming Taiwan Chip Disaster That Silicon Valley Has Long Ignored

nytimes.com
4 points·by ajoy·5 months ago·0 comments

How to Remember What You Read

fs.blog
330 points·by ajoy·5 years ago·91 comments

comments

ajoy
·4 months ago·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 months ago·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 years ago·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 years ago·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).