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2025-04-22

So-called reasoning models are more efficient but not more capable than regular LLMs, study finds

A new study questions whether reinforcement learning with verifiable rewards (RLVR) actually improves the reasoning abilities of large language models - or merely helps to reproduce known solution paths more efficiently.


A new study from Tsinghua University and Shanghai Jiao Tong University examines whether reinforcement learning with verifiable rewards (RLVR) helps large language models reason better—or simply makes them more efficient at repeating known solutions.


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Engadget Podcast: iPhone 16e review and Amazon's AI-powered Alexa+

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Match Score: 131.57

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2025-06-07

Apple study finds "a fundamental scaling limitation" in reasoning models' thinking abilities

LLMs designed for reasoning, like Claude 3.7 and Deepseek-R1, are supposed to excel at complex problem-solving by simulating thought processes. But a new study by Apple researchers suggests that these [...]

Match Score: 117.43

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2025-02-18

xAI launches Grok 3 AI, claiming it is capable of 'human reasoning'

xAI has launched its Grok 3 models during a livestream with Elon Musk, who said they were "an order of magnitude more capable than Grok 2." The Grok 3 mini model can answer questions quickly [...]

Match Score: 99.81

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2025-01-02

The 6 best Mint alternatives to replace the budgeting app that shut down

It's been almost one year since Intuit shut down the popular budgeting app Mint. I was a Mint user for many years; millions of other users like me enjoyed how easily Mint allowed us to track all [...]

Match Score: 78.24

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2025-05-30

ExpressVPN review 2025: Fast speeds and a low learning curve

ExpressVPN is good at its job. It's easy to be skeptical of any service with a knack for self-promotion, but don't let ExpressVPN's hype distract you from the fact that it keeps its fro [...]

Match Score: 75.84

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2025-05-27

How Phi-4-Reasoning Redefines AI Reasoning by Challenging “Bigger is Better” Myth

Microsoft's recent release of Phi-4-reasoning challenges a key assumption in building artificial intelligence systems capable of reasoning. Since the introduction of chain-of-thought reasoning in [...]

Match Score: 74.76

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2025-04-05

The Rise of Small Reasoning Models: Can Compact AI Match GPT-Level Reasoning?

In recent years, the AI field has been captivated by the success of large language models (LLMs). Initially designed for natural language processing, these models have evolved into powerful reasoning [...]

Match Score: 72.84

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The 5 best mechanical keyboards for 2025

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2025-04-05

Anthropic study finds language models often hide their reasoning process

A new Anthropic study suggests language models frequently obscure their actual decision-making process, even when they appear to explain their thinking step by step through chain-of-thought reasoning. [...]

Match Score: 72.25