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University Researchers Publish Analysis of Chain-of-Thought Reasoning in LLMs

LLMs exhibit characteristics of both memorization and reasoning, with Chain-of-Thought prompting effective even with invalid examples.
#language-models

Think AI can solve all your business problems? Apple's new study shows otherwise

Large language models struggle with reasoning, failing to focus on relevant information in complex tasks.

Top "Reasoning" AI Models Can be Brought to Their Knees With an Extremely Simple Trick

Advanced AI reasoning capabilities are weaker than claimed, relying more on pattern-matching than true cognitive reasoning.

Think AI can solve all your business problems? Apple's new study shows otherwise

Large language models struggle with reasoning, failing to focus on relevant information in complex tasks.

Top "Reasoning" AI Models Can be Brought to Their Knees With an Extremely Simple Trick

Advanced AI reasoning capabilities are weaker than claimed, relying more on pattern-matching than true cognitive reasoning.
morelanguage-models
#openai

OpenAI Announces a Model That 'Reasons' Through Problems, Calling It a 'New Paradigm'

OpenAI's new model, OpenAI-o1, represents a paradigm shift in AI, enabling logical reasoning through complex problems without merely increasing model size.

OpenAI Threatening to Ban Users for Asking Strawberry About Its Reasoning

OpenAI restricts users from exploring the reasoning of its AI model, 'Strawberry', contradicting its initial open-source vision.

OpenAI o1 preview | App Developer Magazine

OpenAI has developed a new series of AI models that focus on deeper reasoning and problem-solving capabilities.

OpenAI Threatens Bans as Users Probe Its 'Strawberry' AI Models

OpenAI's new 'o1' AI model hides its reasoning processes, alarming users trying to uncover its methods.

OpenAI to launch models with reasoning' abilities that are much like a person'

OpenAI's Strawberry series models enhance reasoning abilities, allowing greater effectiveness in solving complex problems compared to previous models.

Decoding OpenAI's o1 family of large language models

OpenAI's new o1 models outperform earlier versions, showcasing advanced reasoning capabilities and applying this to complex problems in STEM fields.

OpenAI Announces a Model That 'Reasons' Through Problems, Calling It a 'New Paradigm'

OpenAI's new model, OpenAI-o1, represents a paradigm shift in AI, enabling logical reasoning through complex problems without merely increasing model size.

OpenAI Threatening to Ban Users for Asking Strawberry About Its Reasoning

OpenAI restricts users from exploring the reasoning of its AI model, 'Strawberry', contradicting its initial open-source vision.

OpenAI o1 preview | App Developer Magazine

OpenAI has developed a new series of AI models that focus on deeper reasoning and problem-solving capabilities.

OpenAI Threatens Bans as Users Probe Its 'Strawberry' AI Models

OpenAI's new 'o1' AI model hides its reasoning processes, alarming users trying to uncover its methods.

OpenAI to launch models with reasoning' abilities that are much like a person'

OpenAI's Strawberry series models enhance reasoning abilities, allowing greater effectiveness in solving complex problems compared to previous models.

Decoding OpenAI's o1 family of large language models

OpenAI's new o1 models outperform earlier versions, showcasing advanced reasoning capabilities and applying this to complex problems in STEM fields.
moreopenai
#artificial-intelligence

Researchers gave AI an 'inner monologue' and it massively improved its performance

Training AI with inner monologue improves reasoning.
Method called 'Quiet-STaR' generates inner rationales for better responses.

When robots can't riddle: What puzzles reveal about the depths of our own minds

AI struggles with abstract thinking despite excelling at pattern recognition, highlighting a fundamental gap in common sense reasoning compared to humans.

Scientists Gave AI an "Inner Monologue" and Something Fascinating Happened

AI model called Quiet-STaR teaches itself to reason quietly before providing answers
Model shows work, asks for feedback on correctness, and aims to replicate human inner monologue

Researchers gave AI an 'inner monologue' and it massively improved its performance

Training AI with inner monologue improves reasoning.
Method called 'Quiet-STaR' generates inner rationales for better responses.

When robots can't riddle: What puzzles reveal about the depths of our own minds

AI struggles with abstract thinking despite excelling at pattern recognition, highlighting a fundamental gap in common sense reasoning compared to humans.

Scientists Gave AI an "Inner Monologue" and Something Fascinating Happened

AI model called Quiet-STaR teaches itself to reason quietly before providing answers
Model shows work, asks for feedback on correctness, and aims to replicate human inner monologue
moreartificial-intelligence

Philosophy class: It's not only AI that hallucinates

Highlighting the importance of memory and content reception in reasoning over AI capabilities.

Microsoft shrinks AI down to pocket size with Phi-3 Mini

Microsoft's Phi-3 Mini AI model focuses on reasoning, rivaling larger models like GPT-3.5 and can run on smartphones offline.
#ai-models

OpenAI and Meta Poised to Produce AI Models Capable of Reasoning and Planning

Advanced AI models by OpenAI and Meta are expected to revolutionize machine cognition, focusing on reasoning and planning capabilities.

OpenAI and Meta Reportedly Preparing New AI Models Capable of Reasoning

OpenAI and Meta are set to release new AI models capable of reasoning and planning.
Both companies are vague about the exact timeline for the release of GPT-5 and Llama 3 models.

OpenAI and Meta Poised to Produce AI Models Capable of Reasoning and Planning

Advanced AI models by OpenAI and Meta are expected to revolutionize machine cognition, focusing on reasoning and planning capabilities.

OpenAI and Meta Reportedly Preparing New AI Models Capable of Reasoning

OpenAI and Meta are set to release new AI models capable of reasoning and planning.
Both companies are vague about the exact timeline for the release of GPT-5 and Llama 3 models.
moreai-models

AI tools like ChatGPT and Google's Gemini are 'irrational'

Even top-performing AIs were found to be irrational and prone to simple errors when tested on classic logic puzzles.
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