“…A filing cabinet full of LRMs.”
#battletech #LRMs #extremeprejudice

When billion-dollar AIs break down over puzzles a child can do, it's time to rethink the hype | Gary Marcus The tech world is reeling from a paper that shows the powers of a new generation of AI have been wildly oversold, says cognitive scientist Gary Marcus

“ #neuralnetworks of various kinds can generalise within a distribution of #data they are exposed to, but their generalisations tend to break down beyond that distribution.” www.theguardian.com/commentisfre... #AI #AGI #LLMs #LRMs

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity Recent generations of frontier language models have introduced Large Reasoning Models (LRMs) that generate detailed thinking processes…

If you want to read a study about how LRMs collapse under the weight of their hollow "knowledge bases" conducted and written by Apple's Machine Learning Research Team, you can here:

#LLMS #LRMS #AI #FUCKTHEROBOTS

Anthropic fires back – AI reasoning works, Apple’s reasoning doesn’t Anthropic has slammed Apple’s AI tests as flawed, arguing that top-level reasoning models did not fail to reason – but were wrongly judged on formatting, output length, and impossible tasks. The real problem is bad benchmarks, it says. AI research at loggerheads – Anthropic argues that recent tests claiming “reasoning collapse” in AI models actually […]

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity - Apple Machine Learning Research #lrms #llms #reason #complexity #thinking #cognition #limit

Apple-Studie: KI "kollabiert komplett" bei komplexen Aufgaben Ein Paper von Mitarbeitern des Konzerns sät Zweifel daran, dass KI in absehbarer Zeit eine mit Menschen vergleichbare "Denkfähigkeit" erreichen wird

Apple-Studie: KI "kollabiert komplett" bei komplexen Aufgaben >> www.derstandard.at/story/300000... #apple #ki #LLMs #LRMs #studie

Hint: it’s not reasoning. 🤷‍♂️ #AI #LLMs #LRMs

I know it feels like the #Singularity will happen soon. The more I use #LLMs and #LRMs, the more I’m convinced that it’s much farther away. Simulation of #AGI is in the near future, but it doesn’t mean it’s truly here.

What happens the day after humanity creates AGI?

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#AI

Apple’s LLM study draws important distinction on reasoning models

It systematically probes so-called #LRMs using controlled puzzles (Tower of Hanoi, Blocks World, etc.), instead of standard math benchmarks that often suffer from data contamination

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#AI #LLMs

New Paper From Apple Machine Learning Research: "The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity" machinelearning.apple.com/research/ill... #LRMs #LLMs #AI

#MachineLearning #ConformalPrediction #LLMs #LRMs #AIResearch #EfficiencyInAI

L’IA raisonne-t-elle ? #intelligenceartificielle #llms #lrms #reasoning

New Trends for Modern Machine Translation with Large Reasoning Models #llms #lrms #machinetranslation #coherence #culture #selfreflection #autopivoting

📗 AI
🔴 Four Predictions for AI in 2025

🪧 Plummeting Costs: AI inference costs are dropping sharply, making advanced models more scalable for enterprises. 🧵

#AI #LLMs #LRMs #EdgeAI

The alternatives to o1 and o3 OpenAI o1 and o3 are very effective at math, coding, and reasoning tasks. But they are not the only models that can reason.

Useful overview of #LRMs (Large Reasoning Models), #test-time #scaling. Seems like #CoT, #MoE & other internal discourse methods, self-reflection, tree search, Monte Carlo etc bring quantifiable benefits - and trade-offs between math/coding/‘creative’ tasks.

bdtechtalks.substack.com/p/the-altern...

Prepare for the Launch of the Full ChatGPT o1 AI Model : Building a Smart AI Agent Learn how to build a reasoning AI agent using ChatGPT o1 model, Cursor, and live data integration. Ready for its full release by OpenAI on

Prepare for the Launch of the Full ChatGPT o1 #AI Model : Building a Smart AI Agent

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#AgenticAI #LLMs #LRMs

Alibaba releases Qwen with Questions, an open reasoning model that beats o1-preview QwQ uses inference-time scaling to solve complex reasoning and planning questions, besting OpenAI's o1 in several benchmarks.

Alibaba releases Qwen with Questions, an open reasoning model that beats o1-preview

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#AI #LRMs