Think your AI assistant can really reason? Apple’s puzzle tests say otherwise.
See how “thinking” AIs collapse when logic gets real — and why we might be projecting intelligence where there is none.

Hashtags:
#AIReasoning #ChainOfThought #LLMFail #DeepTech

URL:
https://medium.com/@rogt.x1997/the-illusion-of-thought-why-reasoning-ai-might-be-smarter-than-us-but-not-wiser-73427af99baa

Readers Club · Jun 13The Illusion of Thought: Why ‘Reasoning’ AI Might Be Smarter Than Us — But Not WiserBy R. Thompson (PhD)

**Dr. Thompson** @rogt_x1997@mastodon.social · Jun 12

Jun 12

Dr. Thompson @rogt_x1997@mastodon.social

What if AI pretends to think — but quits when things get real?

Apple’s groundbreaking study shows models like Claude 3.7 hit 0% accuracy on complex tasks.
Not because they’re slow. Because they give up.

This piece explores the hidden failure mode of modern “thinking” AIs. You won’t see them the same way again.

Read and rethink the future:
#AIReasoning #Claude3 #DeepSeek #AppleResearch
https://medium.com/@rogt.x1997/the-illusion-of-thinking-why-large-reasoning-models-fail-when-it-matters-most-918e34a0d226

Medium · Jun 12Claude 3.7 vs DeepSeek-R1: Apple’s Study Reveals the 3-Stage Death of AI LogicBy R. Thompson (PhD)

**TuxAcademy** @TuxAcademyAdmin@mastodon.social · Jun 12

Jun 12

TuxAcademy @TuxAcademyAdmin@mastodon.social

French AI startup Mistral AI has introduced "Magistral," a new reasoning model designed to deliver logic-based answers across multiple languages. It offers responses up to 10 times faster than competitors and provides domain-specific expertise with high accuracy for solving complex problems.

#MistralAI #Magistral #AIReasoning

**Dr. Thompson** @rogt_x1997@mastodon.social · May 24

May 24

Dr. Thompson @rogt_x1997@mastodon.social

Think your chatbot is reasoning like you?
Think again. Just 1.5% of its neurons are faking intelligence brilliantly.
LLMs don’t “think” — they pattern-match and guess smartly, until novelty breaks them.

Read how modern AI mimics reasoning and why true AGI needs more than just training data:
https://medium.com/@rogt.x1997/the-1-5-of-neurons-that-fool-the-world-how-llms-simulate-thinking-without-reasoning-6df6ba782606

#ArtificialIntelligence #LLMs #AGI #AIReasoning #TechInsights #DeepLearning #NeurosymbolicAI
https://medium.com/@rogt.x1997/the-1-5-of-neurons-that-fool-the-world-how-llms-simulate-thinking-without-reasoning-6df6ba782606

Medium · May 24The 1.5% of Neurons That Fool the World: How LLMs Simulate Thinking Without ReasoningBy R. Thompson (PhD)

**Dr. Thompson** @rogt_x1997@mastodon.social · May 21

May 21

Dr. Thompson @rogt_x1997@mastodon.social

Think Twice. Compute Twice. Reason Better.
This isn’t your average AI pipeline. Discover how entropy, Bayesian dropout, and 100+ forward passes transform machines into context-aware thinkers
Dive into the world of MCP-powered agents and epistemic reasoning today.
https://medium.com/@rogt.x1997/entropy-dropout-and-100-forward-passes-the-code-behind-ai-that-thinks-twice-5ca393ae70d8

#AIReasoning #EpistemicAI #LangGraph #PyroAI #ModelContextProtocol
https://medium.com/@rogt.x1997/entropy-dropout-and-100-forward-passes-the-code-behind-ai-that-thinks-twice-5ca393ae70d8