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Article URL: https://blog.jim-nielsen.com/2025/is-it-javascript/

Comments URL: https://news.ycombinator.com/item?id=44156092

Points: 27

# Comments: 27

https://blog.jim-nielsen.com/2025/is-it-javascript/

I built a system that lets LLMs automatically learn and improve problem-solving strategies over time, inspired by Andrej Karpathy's idea of a "third paradigm" for LLM learning.

The basic idea: instead of using static system prompts, the LLM builds up a database of strategies that actually work for different problem types. When you give it a new problem, it selects the most relevant strategies, applies them, then evaluates how well they worked and refines them.

For example, after seeing e

Article URL: https://betterthanrandom.substack.com/p/if-you-are-useful-it-doesnt-mean

Comments URL: https://news.ycombinator.com/item?id=44156935

Points: 80

# Comments: 37

https://betterthanrandom.substack.com/p/if-you-are-useful-it-doesnt-mean

Article URL: https://arxiv.org/abs/2505.24760

Comments URL: https://news.ycombinator.com/item?id=44157077

Points: 17

# Comments: 2

https://arxiv.org/abs/2505.24760

Article URL: https://medium.com/@lucas01/understanding-consistency-in-databases-beyond-the-basics-293013a50481

Comments URL: https://news.ycombinator.com/item?id=44157116

Points: 4

# Comments: 0

https://medium.com/@lucas01/understanding-consistency-in-databases-beyond-the-basics-293013a50481

Article URL: https://utcc.utoronto.ca/~cks/space/blog/unix/POSIXAllowsZeroInode

Comments URL: https://news.ycombinator.com/item?id=44142955

Points: 23

# Comments: 1

https://utcc.utoronto.ca/~cks/space/blog/unix/POSIXAllowsZeroInode

Article URL: https://www.newyorker.com/magazine/2025/06/09/the-phoenician-scheme-movie-review

Comments URL: https://news.ycombinator.com/item?id=44155761

Points: 26

# Comments: 19

https://www.newyorker.com/magazine/2025/06/09/the-phoenician-scheme-movie-review

Article URL: https://old.reddit.com/r/raspberry_pi/comments/1l0v25s/how_reliable_are_microsd_cards_well_as_it_turns/

Comments URL: https://news.ycombinator.com/item?id=44156142

Points: 45

# Comments: 12

https://old.reddit.com/r/raspberry_pi/comments/1l0v25s/how_reliable_are_microsd_cards_wel

Article URL: https://lcamtuf.substack.com/p/09999-1

Comments URL: https://news.ycombinator.com/item?id=44156321

Points: 12

# Comments: 18

https://lcamtuf.substack.com/p/09999-1

Article URL: https://www.theregister.com/2025/05/28/uk_execs_cloud/

Comments URL: https://news.ycombinator.com/item?id=44156297

Points: 27

# Comments: 9

https://www.theregister.com/2025/05/28/uk_execs_cloud/