fly51fly (@fly51fly)

Are Your Reasoning Models Reasoning or Guessing? 논문이 arXiv에 공개되었습니다. Z. Ren, Z. Liu(Shanghai Qi Zhi Institute) 공동 저자들이 계층적(hierarchical) 추론 모델을 기계적(mechanistic) 분석을 통해 '실제 추론 수행 여부'와 '추측에 따른 행동'을 진단하고 모델 행동 해석과 한계 지점을 제시합니다.

https://x.com/fly51fly/status/2012281348820713785

#reasoning #mechanistic #hierarchical #arxiv

RE: https://mastodon.social/@Toadlyturtle/115554755824379271

Can we stop seeing #MutualAid as #transactional please? #Reciprocal yes, transactional no. And we must allow that #reciprocity isn't always direct. Otherwise, are we not simply uplifting #capitalist paradigms of #hierarchical value?

I keep seeing trends wherein those in pain, grieving or ill get dropped.

I know that I haven't uplifted as much, while ill and grieving and in many ways never have enough, but my loved ones are in danger and they need uplifted. Please!!

Wow! He is saying that to solve #capitalism s problem you need what the #cooperative movement has been doing: changing from #hierarchical decision making to #democratic decision making!

https://youtube.com/watch?v=2lrQIry2zsU&si=OlNk_v_ecBbfTCZL

[Thread] So, the book #LimitsToGrowth is back in the news after the projections were updated. I've been doing a lot of reading and thinking about this topic (the preface of the book 1177BC, The Year Civilization Collapsed being the impetus).

My conclusion is that only #Degrowth and implementation of a lot of #SolarPunkSunday ideas (repairing stuff, building community, rewilding) will help us adapt to the coming changes. That's why I started SPS -- to highlight events, ideas and to build connections.

Yes, I am known for "Doomposting," but like with most things, I try and find solutions as well. Yeah, all the #Fascist BS isn't helping -- in fact, it's a symptom of the desperation of the elites to hold onto their #Capitalistic, #Colonial, #hierarchical ways. And, well, we all know where that leads.

We may not be able to fix the climate or all the other things that are going wrong right away, but we can try to adapt, and make sure by doing so, we aren't making the problems worse for all the beings that live here on planet Earth.

I'll be posting some quotes in this thread -- some with commentary, some just by themselves. Do humans have all the answers? Not sure (I know I don't)... But sticking our collective heads in the sand is NOT an option!

#ClimateChange #Adaptation #Collapse #Change #TheLimitsToGrowth #PlanetaryBoundaries

'An Axiomatic Definition of Hierarchical Clustering', by Ery Arias-Castro, Elizabeth Coda.

http://jmlr.org/papers/v26/24-1052.html

#cluster #clustering #hierarchical