#reasoning — Public Fediverse posts

Chain-of-Thought Reasoning in the Wild Is Not Always Faithful

https://arxiv.org/abs/2503.08679

Comments: https://news.ycombinator.com/item?id=49363587

#HackerNews #ChainOfThought #Reasoning #AI #Research #Faithfulness #CognitiveScience

The law of causality states every effect has a cause. How does understanding this shape our view of events today? Can we apply it to technology, society, or personal decisions?

#philosophy #causality #science #logic #reasoning

Models Are Getting Dumber on Purpose - Walter van der Giessen

https://w4g1.dev/blog/models-are-getting-dumber-on-purpose

> Reasoning scores climb while per-token compute drops. Labs are stripping world knowledge out of models, and I think that's the right trade.

#ai #LLM #reasoning #fact #dumb

Oh joy, another article trying to convince us that #AI #models are *intentionally* getting dumber. 🙄🤖 Of course, #reasoning scores are skyrocketing while #computation is plummeting, because who cares about facts when you can just throw random numbers and acronyms at us like a malfunctioning TI-84? 🤯✍️
https://w4g1.dev/blog/models-are-getting-dumber-on-purpose #Dumbing #Down #AI #Technology #Critique #vs #Hacker #News #HackerNews #ngated

Everything that happens has a cause behind it. Understanding the law of causality helps us make sense of the world and our actions within it.

#philosophy #causality #causeandeffect #logic #reasoning

Single Task Algorithmic Reasoning Models: как с помощью маленькой модели обойти большую LLM?

Привет, Хабр! Результаты коллег по цеху и наши исследования позволяют сделать однозначный вывод: в 2026-м для рецепта отличной reasoning -модели уже недостаточно лишь текстовых рассуждений. Для качественных ответов на большинство вопросов пользователей нужна работа с инструментами, мультимодальные режимы рассуждений, и нередко даже такая экзотика, как рассуждения в латентных представлениях сети. Мы рады поделиться с сообществом фреймворком для обучения рекурсивных reasoning-моделей STARM , существенно опережающих по качеству предыдущие open source -аналоги.

https://habr.com/ru/companies/sberbank/articles/1069794/

#llm #reasoning #adaptive_compute_time #альтернативные_архитектуры

Stealing Reasoning Traces from Proprietary LLM APIs

https://stolen-thoughts.com/

Comments: https://news.ycombinator.com/item?id=49257876

#HackerNews #stealing #reasoning #proprietary #LLM #APIs #technology #ethics

DeepSeek-V4 Latent Reasoning – moving "thinking" into latent space

https://blog.n.ichol.ai/packaging-latent-reasoning-as-a-real-model

Comments: https://news.ycombinator.com/item?id=49230550

#HackerNews #DeepSeek #V4 #Latent #Reasoning #thinking #latent #space #AI #Model