Deep Learning

332 articles found

Tech Giants Adopt Lean4 Programming Language to Eliminate AI Hallucinations Through Mathematical Proof Verification

Tech Giants Adopt Lean4 Programming Language to Eliminate AI Hallucinations Through Mathematical Proof Verification

Nov 24, 2025
Venturebeat

Major tech giants including OpenAI, Meta, and Google DeepMind are adopting Lean4, a mathematical proof verification programming language that eliminates AI hallucinations by requiring formal verification of every statement, with early results showing AI success rates jumping from 12% to 60% despite scalability challenges.

ByteDance Unveils Depth Anything 3 AI Model That Creates 3D Geometry from Any Visual Input

ByteDance Unveils Depth Anything 3 AI Model That Creates 3D Geometry from Any Visual Input

Nov 17, 2025
GitHub

ByteDance launches Depth Anything 3, a groundbreaking AI model that transforms any visual input into accurate 3D geometry using a single transformer backbone, dramatically outperforming previous models across depth estimation and 3D generation tasks while offering open-source access with multiple variants and interactive tools.

AI Experts Split on Whether Large Language Models Possess True Intelligence or Advanced Pattern Recognition

AI Experts Split on Whether Large Language Models Possess True Intelligence or Advanced Pattern Recognition

Nov 16, 2025
Medium

AI experts remain divided on whether large language models demonstrate genuine intelligence or merely sophisticated pattern recognition, as these systems successfully tackle complex problems like Math Olympiad questions while working with word-embedded knowledge, though multimodal AI models face greater skepticism due to their pixel-based processing methods.

AI Models Switch Between Accurate and Hallucinated Responses Based on Simple Instruction Changes

AI Models Switch Between Accurate and Hallucinated Responses Based on Simple Instruction Changes

Nov 16, 2025
angkul's site

Researchers discover that AI models dramatically switch between accurate and false responses based solely on how questions are phrased, with 'think step by step' prompts triggering correct factual recall while 'give answer in one word' instructions activate shallow processing circuits that frequently generate hallucinated information.

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