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Indeed, formal proofs are a small part. Problem search is where the rubber meets the road.

#AI #Reasoning

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Agentic AI and the next intelligence explosion The "AI singularity" is often miscast as a monolithic, godlike mind. Evolution suggests a different path: intelligence is fundamentally plural, social, and relational. Recent advances in agentic AI re...

Fascinating piece from the Google AI team on multithreaded reasoning.

Agentic AI and the next intelligence explosion

arxiv.org/abs/2603.20639

#AI #reasoning #agents

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Maxwell's daemon, the Turing machine, and Jaynes' robot A review of Jaynes' posthumous book "Probability Theory--The Logic of Science." I use scientific and personality elements gathered from other papers by Jaynes to help throw light on the origins of Jay...

Tommaso Toffoli
Maxwell's daemon, the Turing machine, and Jaynes' robot
2004

#bookreview #logic #science #probability #probabilitytheory #bayesian #inference #reasoning #maxent #philosophy #updateyourpriors

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AI Reasoning Systems and the Theory of Mind Breakthrough From pattern matching to measured reasoning. Benchmarks show large gains from chain of thought prompting and frontier model accuracy.

AI Reasoning Systems and the Theory of Mind Breakthrough

From pattern matching to measured reasoning. Benchmarks show large gains from chain of thought prompting and frontier model accuracy.

#AI #Reasoning #TheoryofMind

pooya.blog/blog/ai-reasoning-system...

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Narcissistic personality disorder - Symptoms and causes

#Discover #Narcissism #MentalIllness #DARVO #MentalHealth #Mind #Reason #Reasoning #Sane #Sanity #Trump #25thAmendment @paulinsc.bsky.social @hermes61.bsky.social

Narcissism is a mental illness. Can't we have Trump removed from office using the 25th Amendment?

www.mayoclinic.org/diseases-con....

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Spatial Awareness

‘Spatial ability or visuo-spatial ability is the capacity to understand, reason, and remember the visual and spatial relations among objects or space.’

#Space #SpatialAwareness
#Psychology #Reasoning #Logic

en.wikipedia.org/wiki/Spatial...

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AI Reasoning Systems and the Theory of Mind Breakthrough From pattern matching to measured reasoning. Benchmarks show large gains from chain of thought prompting and frontier model accuracy.

AI Reasoning Systems and the Theory of Mind Breakthrough

From pattern matching to measured reasoning. Benchmarks show large gains from chain of thought prompting and frontier model accuracy.

#AI #Reasoning #TheoryofMind

pooya.blog/blog/ai-reasoning-system...

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AI Reasoning Systems and the Theory of Mind Breakthrough From pattern matching to measured reasoning. Benchmarks show large gains from chain of thought prompting and frontier model accuracy.

AI Reasoning Systems and the Theory of Mind Breakthrough

From pattern matching to measured reasoning. Benchmarks show large gains from chain of thought prompting and frontier model accuracy.

#AI #Reasoning #TheoryofMind

pooya.blog/blog/ai-reasoning-system...

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@theguardian.com

Spatial Awareness

Our sun and moon appear the same size in our sky. That shouldn’t happen…….yet it does.

#Space #SpatialAwareness #Psychology #Reasoning #Logic #PlanetaryConsciousness

en.wikipedia.org/wiki/Spatial...

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@theguardian.com

Spatial Awareness

‘Spatial ability or visuo-spatial ability is the capacity to understand, reason, and remember the visual and spatial relations among objects or space.’

#Space #SpatialAwareness
#Psychology #Reasoning #Logic

en.wikipedia.org/wiki/Spatial...

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#Discover #Ethics #Humanism #Humanity #HumanistValues #CriticalThinking #Reason #Reasoning #Responsibility #EthicalDevelopment #GlobalAwareness #Peace&SocialJustice #Environmentalism #Service&Participation #Humility #Altruism #Love #Life #Living #ArmedWithKnowledge #Wisdom #Knowledge #Learning #Mind

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Original post on mastodon.xyz

“A sophisticated semantic network system capable of encoding #inference rules within the network itself. Built for efficient memory usage and powerful logical #reasoning, zelph can process the entire #Wikidata knowledge graph (1.7TB) to detect contradictions and make logical deductions.” […]

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🤖 Multimodal: Text, image, and audio in one.
🧠 Reasoning: Improved multi-step problem solving.
⚡ Efficiency: Smaller, faster models.
#AI2024 #Multimodal #Reasoning #Efficiency
#AI2024 #Multimodal #Reasoning #Efficiency
View in Timelines

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1/5 🧵

Today I attended Cédric Villani’s lecture at Galatasaray University on "AI and Civil Society."

A key takeaway: his deliberate reluctance to use #AI in his own work. He argues that the routine, time-consuming steps of labor are cognitively essential to human #reasoning.

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Handling Long-Running Operations with Background Responses | Microsoft Agent Framework Handling Long-Running Operations with Background Responses AI agents powered by reasoning models can take minutes to work through complex problems — deep research, multi-step analysis, lengthy…

Handling Long-Running Operations with Background Responses | Microsoft Agent Framework

ift.tt/6mwfHI0

#agentframework #dotnet #python #csharp #ai #agents #reasoning

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www.cell.com/trends/cogni...

"With the growing prevalence of #LLM across fields and in shaping #communication, #studies have found that they are #influencing and #homogenizing people’s #language, #perspectives, and #reasoning."

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Original post on mastodon.social

@Holberg

Seems something like the #King Meidas counting room.... And we all know what happened to everything Meidas touched.
Same with Sir #TrumpVirus -
"Everything Trump Touches Dies" ✓

Like #democracy #justice #Constitution

The biggest piece of "junk", though, is right above the green tie […]

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Original post on mastodon.online

Afternoon boost for this morning's newsletter - a really neat set of studies which show how collective intelligence can be enhanced if groups structure their discussions, breaking down big questions into smaller parts. Even when the component answers are still uncertain, the overall accuracy of […]

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New Preprint From Google Research: "Thinking to Recall: How #Reasoning Unlocks Parametric Knowledge in #LLMs" (via #arxiv) arxiv.org/abs/2603.09906

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Awakari App

I Reproduced DeepSeek-R1’s Reasoning Breakthrough on Free GPUs — Here’s Exactly What Happened Training a reasoning agent with GRPO from scratch. No H100s. No budget. Just two free Kaggle T4 G...

#reinforcement-learning #finetune-llm #machine-learning #ai #reasoning

Origin | Interest | Match

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Think more rationally with Bayes’ rule | Steven Pinker
Think more rationally with Bayes’ rule | Steven Pinker YouTube video by Big Think

Think more #rationally with #BayesRule

In his explanation of #Bayes' theorem, #cognitive #psychologist #StevenPinker highlights how this type of #reasoning can help us determine the degree of #belief we assign to a #claim based on available #evidence.

www.youtube.com/watch?v=8vHK...

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Due to the lack of reason at present, I recommend the window approach. Go for it! Hurl that brick!

Due to the lack of reason at present, I recommend the window approach. Go for it! Hurl that brick!

"A concept is a brick. It can be used to build a courthouse of reason. Or it can be thrown through the window."

~ Gilles Deleuze

#phototraphy #monochrome #building #architecture #windows #valet #reasoning

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New NVIDIA Nemotron 3 Super Delivers 5x Higher Throughput for Agentic AI A new, open, 120-billion-parameter hybrid mixture-of-experts model optimized for NVIDIA Blackwell addresses the costs of long thinking and context explosion that slow autonomous agent workflows.

#Nvidia's #Nemotron3Super is a 120B open model using #MoE to activate just 12B parameters at inference. It brings high-scale #reasoning & #accuracy to #agenticAI, powering autonomous systems with peak #efficiency.
blogs.nvidia.com/blog/nemotro...

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Original post on mementomori.social

Paaljon onneeaa vaan! 🎵 🤗 🍀

https://fi.wikipedia.org/wiki/Ilkka_Niiniluoto

#juhla #80 #niiniluoto #filosofia #philosophy #philosophyOfScience #philosopyOfTechnology #university #yliopisto #professor #valistus #sivistys #tiede #culture #anniversary #science #mathematics #logic #reasoning […]

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The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning ...

Jierun Chen, Tiezheng YU, Haoli Bai et al.

Action editor: Sylvain Le Corff

https://openreview.net/forum?id=XPML8UGI04

#reasoning #multimodal #verbosity

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Poverty is not always the result of lack of diligence.

Poverty is not always the result of lack of diligence.

#faithinChrist #discipleship #theGospel #logical #reasoning #intellectual #JesusIsLove #thinkingChristian #GodsHeart #deconstruction #worshipisalifestyle #trustintheLord #relationshipwithGod #absolutetruth #eternallife #theCross #walkbyfaith #joyoftheLord #agape #intimacywithGod #NewEvangelical

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Large Language Model Reasoning Failures

Peiyang Song, Pengrui Han, Noah Goodman

Action editor: Ying Nian Wu

https://openreview.net/forum?id=vnX1WHMNmz

#reasoning #language #failures

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Why AI needs a new philosophy of science?

Read the new paper at The Innovation:

lnkd.in/edYmdDuE

and with a short layman's story in Spanish here:

lnkd.in/ej97iVRP

#AI #ethics #trustworthiness #science #causality #reasoning

@elliot-eu.bsky.social
@erc.europa.eu

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DeepSeek-R1 Thoughtology: Let’s think about LLM reasoning

Sara Vera Marjanovic, Arkil Patel, Vaibhav Adlakha et al.

Action editor: Mohammad Emtiyaz Khan

https://openreview.net/forum?id=BZwKsiRnJI

#thinking #reasoning #thoughtology

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Extracting and Following Paths for Robust Relational Reasoning with Large Language Models

Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu et al.

Action editor: Antonio Vergari

https://openreview.net/forum?id=EbELaNKmZK

#relational #reasoning #relations

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