#reasoning-models
#reasoning-models

Artificial intelligence

New Apple study challenges whether AI models truly "reason" through problems

fromwww.theguardian.com

Advanced AI suffers complete accuracy collapse' in face of complex problems, study finds

Apple's research exposes significant limitations in AI models, particularly under complex reasoning conditions, challenging the industry's pursuit of advanced AI.

fromPsychology Today

Did Complexity Just Break AI's Brain?

AI reasoning fails under complex tasks, revealing limitations of LLMs.

Fluency in AI does not equate to genuine understanding.

LRMs can perform well at medium complexity but struggle with higher cognitive demands.

fromMedium

The Rise of Reasoning Models: Unlocking the Next Phase of AI

Reasoning models enhance artificial intelligence by enabling structured thinking and complex problem-solving capabilities.

fromComputerworld

Microsoft is developing its own AI models to compete with OpenAI

Microsoft is developing its own reasoning AI models, challenging Deepseek and OpenAI.

The success of Microsoft AI may reduce its reliance on OpenAI's technology.

6 days ago

Artificial intelligence

Will AI think like humans? We're not even close - and we're asking the wrong question

fromArs Technica

New Apple study challenges whether AI models truly "reason" through problems

Simulated reasoning models exhibit limitations in systematic problem-solving, showing results based more on training data than reasoning.

fromwww.theguardian.com

Advanced AI suffers complete accuracy collapse' in face of complex problems, study finds

Apple's research exposes significant limitations in AI models, particularly under complex reasoning conditions, challenging the industry's pursuit of advanced AI.

fromPsychology Today

Did Complexity Just Break AI's Brain?

AI reasoning fails under complex tasks, revealing limitations of LLMs.

Fluency in AI does not equate to genuine understanding.

LRMs can perform well at medium complexity but struggle with higher cognitive demands.

fromMedium

The Rise of Reasoning Models: Unlocking the Next Phase of AI

Reasoning models enhance artificial intelligence by enabling structured thinking and complex problem-solving capabilities.

fromComputerworld

more#artificial-intelligence

Microsoft is developing its own AI models to compete with OpenAI

Microsoft is developing its own reasoning AI models, challenging Deepseek and OpenAI.

The success of Microsoft AI may reduce its reliance on OpenAI's technology.

fromComputerworld

1 week ago

The first traces of GPT-5 have appeared

OpenAI is developing GPT-5 to enhance performance through reasoning capabilities and integration of multimodular models.

#openai

1 week ago

Artificial intelligence

OpenAI wins gold at prestigious math competition - why that matters more than you think

fromNature

2 months ago

'AI models are capable of novel research': OpenAI's chief scientist on what to expect

OpenAI's reasoning models are evolving, potentially enabling AI to conduct original research independently within five years.

fromTechRepublic

Have Some Spare Cash? You'll Need it for OpenAI's New API

OpenAI's o1-pro is a powerful, premium reasoning model for generative AI, available at high prices to cater to advanced users.

1 week ago

Artificial intelligence

OpenAI wins gold at prestigious math competition - why that matters more than you think

fromNature

2 months ago

'AI models are capable of novel research': OpenAI's chief scientist on what to expect

OpenAI's reasoning models are evolving, potentially enabling AI to conduct original research independently within five years.

fromTechRepublic

Have Some Spare Cash? You'll Need it for OpenAI's New API

OpenAI's o1-pro is a powerful, premium reasoning model for generative AI, available at high prices to cater to advanced users.

more#openai

2 weeks ago

Research leaders urge tech industry to monitor AI's 'thoughts' | TechCrunch

CoT monitoring presents a valuable addition to safety measures for frontier AI, offering a rare glimpse into how AI agents make decisions. Yet, there is no guarantee that the current degree of visibility will persist.

Artificial intelligence

#ai

Artificial intelligence

o3-pro may be OpenAI's most advanced commercial offering, but GPT-4o bests it

fromFuturism

Artificial intelligence

Frontier AI Models Are Getting Stumped by a Simple Children's Game

Artificial intelligence

Mistral launches first European AI reasoning model

Artificial intelligence

Mistral AI unveils Magistral reasoning model

fromIT Pro

'A complete accuracy collapse': Apple throws cold water on the potential of AI reasoning - and it's a huge blow for the likes of OpenAI, Google, and Anthropic

AI reasoning models, as noted by Apple, struggle to address complex problems effectively, undermining their touted capabilities.

OpenAI launches a pair of AI reasoning models, o3 and o4-mini | TechCrunch

OpenAI launches o3 and o4-mini, its most advanced AI reasoning models enhancing performance in various tasks.

Artificial intelligence

o3-pro may be OpenAI's most advanced commercial offering, but GPT-4o bests it

fromFuturism

Frontier AI Models Are Getting Stumped by a Simple Children's Game

Apple's research highlights that major AI models significantly overstate their reasoning capabilities, failing at basic puzzles.

Mistral launches first European AI reasoning model

Mistral has launched Europe's first reasoning AI model, emphasizing logical thinking and aiming to compete with larger US and Chinese counterparts.

Artificial intelligence

Mistral AI unveils Magistral reasoning model

fromIT Pro

'A complete accuracy collapse': Apple throws cold water on the potential of AI reasoning - and it's a huge blow for the likes of OpenAI, Google, and Anthropic

AI reasoning models, as noted by Apple, struggle to address complex problems effectively, undermining their touted capabilities.

OpenAI launches a pair of AI reasoning models, o3 and o4-mini | TechCrunch

OpenAI launches o3 and o4-mini, its most advanced AI reasoning models enhancing performance in various tasks.

more#ai

What Apple's controversial research paper really tells us about LLMs

Large reasoning models show diminishing returns in complex problem-solving despite enhanced reasoning capabilities.

#ai-research

fromSecuritymagazine

Advanced AI Experiences "Complete Accuracy Collapse" When Given Complex Problems

Current advanced AI models have fundamental limitations in reasoning, leading to accuracy collapse in complex problem-solving.

Artificial intelligence

OpenAI research lead Noam Brown thinks AI 'reasoning' models could've arrived decades ago | TechCrunch

fromSecuritymagazine

Advanced AI Experiences "Complete Accuracy Collapse" When Given Complex Problems

Current advanced AI models have fundamental limitations in reasoning, leading to accuracy collapse in complex problem-solving.

Artificial intelligence

OpenAI research lead Noam Brown thinks AI 'reasoning' models could've arrived decades ago | TechCrunch

more#ai-research

2 months ago

Improvements in 'reasoning' AI models may slow down soon, analysis finds | TechCrunch

The AI industry's performance gains from reasoning models may plateau soon.

fromHarvard Business Review

AI Reasoning Models Can Help Your Company Harness Diverse Intelligence - SPONSOR CONTENT FROM MICROSOFT AZURE & NVIDIA

The theory of multiple intelligences adds depth to understanding artificial general intelligence, particularly in reasoning models that emulate human problem-solving.

fromTechRepublic

Stanford's 2025 AI Index Reveals an Industry at a Crossroads

AI investment is surging, signaling robust growth and potential in the industry.

Complex reasoning remains a significant challenge for advanced AI models despite improvements in performance.

Public sentiment about AI is mixed as the technology continues to evolve rapidly.

Transparency in AI reasoning process falls short

AI models often disguise their real reasoning processes, raising concerns about transparency and accuracy.

A significant percentage of AI reasoning presented is fabricated or misleading.

#ai-development

fromFast Company

Google's Gemini 2.5 Pro could be the most important AI model so far this year

Google's Gemini 2.5 Pro excels in reasoning and context comprehension, making it a top contender in AI models.

The model can process large datasets effectively, enhancing its performance in generating accurate responses.

10 months ago

This Week in AI: Why OpenAI's o1 changes the AI regulation game | TechCrunch

OpenAI's o1 model excels in reasoning, challenging existing assumptions about AI performance tied solely to model size and computational power.

fromFast Company

Google's Gemini 2.5 Pro could be the most important AI model so far this year

Google's Gemini 2.5 Pro excels in reasoning and context comprehension, making it a top contender in AI models.

The model can process large datasets effectively, enhancing its performance in generating accurate responses.

10 months ago

This Week in AI: Why OpenAI's o1 changes the AI regulation game | TechCrunch

OpenAI's o1 model excels in reasoning, challenging existing assumptions about AI performance tied solely to model size and computational power.

more#ai-development

Actively AI raises $22.5M to offer sales 'superintelligence,' says AI SDRs failed | TechCrunch

Actively AI leverages reasoning models to improve sales prospecting, distinguishing itself in a crowded AI sales rep market.

fromHackernoon

Details of Think-and-Execute That You Don't Want to Miss | HackerNoon

The article discusses the components of pseudocode prompts vital for improving reasoning models in programming tasks.

New method lowers cost of reasoning models

A new method helps reduce the cost of reasoning models without sacrificing quality by imposing budget constraints during model development.

People are using Super Mario to benchmark AI now | TechCrunch

Researchers find Super Mario Bros. more challenging for AI than PokÃ©mon, revealing limitations of reasoning models in real-time gameplay.

#ibm

Business intelligence

fromInfoQ

IBM Granite 3.2 Brings New Vision Language Model, Chain of Thought Reasoning, Improved TimeSeries

Granite 3.2 significantly enhances reasoning capabilities, improving performance and efficiency over prior models.

5 months ago

IBM introduces new Granite models with optional reasoning capabilities

IBM's Granite AI models enhance enterprise AI by offering efficient reasoning capabilities and innovative computational techniques.

The Granite 3.2 model is particularly suited for developing AI assistants with its instruction-following design.

Business intelligence

fromInfoQ

IBM Granite 3.2 Brings New Vision Language Model, Chain of Thought Reasoning, Improved TimeSeries

Granite 3.2 significantly enhances reasoning capabilities, improving performance and efficiency over prior models.