"Perfect"
We have seen it all, & again today our Toddler King literally wore new "cognitive clothes" - to a funeral.

https://youtu.be/nVKUlTGvQXk
Here's the video

And it continues... I'm sated for now, no new "news", as there's nothing more fascinating &/or #truth - y than seeing it with our own lyin' eyes.

There's nothing else to see. The emperor is wearing no #cognitive clothes! And only he knows how to respect The Pope!

This groundbreaking revelation from the ivory towers of #academia ponders if #RL can magically transform bland #LLMs into #reasoning superstars. Spoiler alert: after endless waffle, the answer is still "TBD." Apparently, all that’s needed is a touch of wizardry from #Tsinghua & Shanghai's finest .
https://limit-of-rlvr.github.io/ #Shanghai #HackerNews #ngated

Does RL Incentivize Reasoning in LLMs Beyond the Base Model?

https://limit-of-rlvr.github.io/

AI assisted search-based research actually works now https://bit.ly/4jleebn #AI #search #reasoning

AI's Secret Advantage - Dwarkesh Patel Podcast
#knowledge #reasoning #fyp #explore #discover

Enhancing AI trustworthiness through automated reasoning: A novel method for explaining deep learning and LLM reasoning. ~ Julia Connolly, Oliver Stanton, Sarah Veronica, Liam Whitmore. https://www.researchgate.net/publication/390844466_Enhancing_AI_Trustworthiness_Through_Automated_Reasoning_A_Novel_Method_for_Explaining_Deep_Learning_and_LLM_Reasoning #LLMs #Reasoning #ITP

AI | OPENAI
New Reasoning AIs Hallucinate More

o3 & o4-mini outperform older models in coding & math — but hallucinate more.
On PersonQA, o3 hallucinated 33% of answers, o4-mini 48%.
No clear cause; scaling reasoning may amplify false claims.
Transluce: o3 fabricates actions like fake code execution.

More compute for LLM reasoning isn't a magic bullet. MS Research finds gains vary by model/task, costs fluctuate, & longer answers aren't always better. Key takeaway: Efficiency & verification matter.
#AI #LLMs #Reasoning

A study published by Nature shows what had led to Congress's being so ineffective:

https://leisureguy.ca/2025/04/13/congressional-shift/

A nation of idiots.

Andreas Schleicher, the head of education and skills at the O.E.C.D., told The Financial Times, “Thirty percent of Americans read at a level that you would expect from a 10-year-old child.” He continued, “It is actually hard to imagine — that every third person you meet on the street has difficulties reading even simple things.”
#USpolitics #education #collapse #reasoning #enlightenment #USA
https://www.nytimes.com/2025/04/10/opinion/education-smart-thinking-reading-tariffs.html

Now it’s TikTok parent ByteDance’s turn for a reasoning AI: enter Seed-Thinking-v1.5! https://venturebeat.com/ai/now-its-tiktok-parent-bytedances-turn-for-a-reasoning-ai-enter-seed-thinking-v1-5/ #AI #reasoning

Readings shared April 10, 2025. https://jaalonso.github.io/vestigium/posts/2025/04/10-readings_shared_04-10-25 #AI #ATP #CommonLisp #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LLMs #LeanProver #Math #Programming #Reasoning

From blind solvers to logical thinkers: Benchmarking LLMs' logical integrity on faulty mathematical problems. ~ A M Muntasir Rahman et als. https://arxiv.org/abs/2410.18921 #LLMs #Math #Reasoning

How University Students Use Claude
https://www.anthropic.com/news/anthropic-education-report-how-university-students-use-claude
https://news.ycombinator.com/item?id=43633383

Aside: been trialing SoTA LLM

ChatGPT, Gemini, Claude ...
https://www.counterpunch.org/2025/04/07/the-ai-power-play-how-chatgpt-gemini-claude-and-others-are-shaping-the-future-of-artificial-intelligence/

* particularly impressed w. Claude (3.7 Sonnet), DeepSeek
* most SoTA free (ChatGPT higher performing paywalled): still amazing!
* chain-of-thought reasoning / augmented responses (web retrieval: RAG) ️
* very impressive!!
* Firefox users: try the AI Toolbox extension ️

“We’re stepping into the most pro-growth, pro-business, pro-American administration I’ve perhaps seen in my adult lifetime,” gushed the hedge fund manager Bill Ackman in December...

“You don’t get fired for being bullish, but you do get fired for being bearish on Wall Street,” said Berezin.
#finance #trade #tariffs #macroeconomics #Trumpism #collapse #psychology #groupthink #rationality #biases #logic #reasoning
https://www.nytimes.com/2025/04/07/opinion/trump-stock-market-wall-street.html

"Mathematics is not arithmetic. Though mathematics may have arisen from the practices of counting and measuring it really deals with logical reasoning in which theorems [...] can be deduced from the starting assumptions. It is, perhaps, the purest and most rigorous of intellectual activities, and is often thought of as queen of the sciences." – Erik Christopher Zeeman (1925-2016)
#quote #mathematics #math #maths #reasoning

We Are Not in the Driver's Seat: How Post-Hoc Storytelling Shapes Minds—Human and Machine Alike https://mikekentz.substack.com/p/we-are-not-in-the-drivers-seat-how (interesting) #AI #reasoning

Jeśli jesteście zainteresowani AI i LLM, ale na zdecydowanie bardziej technicznym poziomie, to ten artykuł opisujący trenowanie wnioskowania w DeepSeeku może Was zainteresować.

#LLM #DeepSeek #Reasoning

https://magazine.sebastianraschka.com/p/understanding-reasoning-llms