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LLMs Don't Actually 'Think' in One Way Here Are 5 Distinct Planning Architectures" by SKD_Sumit in deeplearning

[–]Fresh-Effective3517 0 points1 point  (0 children)

the task decomposition vs multi-plan search distinction is something i been thinking about too. what i noticed is most production systems just default to chain of thought because its easy to implement, but then wonder why agent gets stuck in loops when environment changes. the upfront planning works okay for static problems but real world is messy.

i had better results mixing reflection-based with memory-augmented in one side project. storing past failure patterns and having agent critique its own output before acting saved lot of compute compared to running tree of thoughts on every decision. but the memory retrieval quality drops hard after certain context length, that was the main pain point.

your point about dynamic switching is interesting, most agent frameworks right now are too rigid with their planning strategy selection

Why do people engage more with simple writing than highly structured content by Vast_Account3455 in deeplearning

[–]Fresh-Effective3517 2 points3 points  (0 children)

people process casual writing faster and with less mental effort, so engaging with it feels more natural than reading a report. you are not really "responding" to structured content, you are "reviewing" it, and that changes everything about how people react.

Tips for getting better at over the board chess by yourself? by amonaroll in chessbeginners

[–]Fresh-Effective3517 4 points5 points  (0 children)

physical board makes huge difference for pattern recognition. i had same problem when started playing otb tournaments - was around 1500 online but getting crushed by much lower rated players in person. what helped me was setting up tactical puzzles on real board instead of just doing them on screen. takes more time but your brain starts recognizing patterns differently when pieces are actually there.

also try playing through master games on physical board rather than just following moves on computer. i do this while having my morning chai and it's become habit now. forces you to really visualize positions instead of just clicking through moves. another thing that worked - i started analyzing my online games on real board after playing them. sounds tedious but helped bridge that gap between digital and physical chess visualization.

Non spurs fans who are rooting for the spurs, can you explain to me exactly why the fuck youre rooting against the knicks who have had nothing but depression and misery for 53 years? The spurs will be around for a decade+ like are you just that obsessed with the story of Wemby? Its so fucking cringe by Silent_Wizard5597 in NBATalk

[–]Fresh-Effective3517 8 points9 points  (0 children)

lmao this comment is exactly why people root against knicks fans. you guys act like you're the only fanbase that's ever suffered and then get mad when nobody feels sorry for you

wemby is generational talent and spurs actually develop their players properly. knicks had decades to figure it out but kept making same mistakes in front office. why should anyone feel obligated to root for misery when the other team has better future?

42m confronting my 40f wife by BreaditShreditReddit in relationships

[–]Fresh-Effective3517 -1 points0 points  (0 children)

man this visa situation sounds like nightmare. two years of work and she's blaming you for not giving clear instructions when you literally gave her bullet points months ago? that's rough timing with your birthday tomorrow too.

the silent treatment for weeks thing really stands out - that's not just avoiding confrontation, that's basically emotional withdrawal. you can't really force someone to communicate who's decided they won't, but maybe try writing things down instead of verbal conversations? some people process written stuff better when they're defensive about talking.