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mathematical reasoning

  • Abstract illustration of a three-dimensional cube or box shape radiating intense multicolored light — green, blue, red, and orange — in all directions, creating a dramatic explosive burst effect against a dark background
    Machine Learning

    AI Learns Tasks with Surprisingly Short Programs

    by Muhammad Rohail T.February 20, 2026
  • Int Achieves 14% Reasoning Improvement in LLMs with Self-Proposed Interventions
    Artificial Intelligence

    LLMs See 14% Reasoning Boost with Intervention Training

    by Muhammad Rohail T.January 23, 2026
  • Llms Enable Strategic Computation Allocation with ROI-Reasoning for Tasks under Strict Global Constraints
    Machine Learning

    LLMs Optimize Compute Allocation with ROI-Reasoning

    by Muhammad Rohail T.January 10, 2026
  • Generative Adversarial Reasoner Advances LLM Performance through Joint Training
    Artificial Intelligence

    LLM Performance Boost with Quantum Reasoning Critic

    by Muhammad Rohail T.December 22, 2025
  • Spurious Rewards and Entropy Minimization in RLVR Drive LLM Reasoning Performance Gains
    Artificial Intelligence

    LLM Reasoning: Entropy & Rewards Boost Performance

    by Muhammad Rohail T.December 22, 2025
  • Llm Abliteration Achieves 26.5% Capability Preservation across Architectures
    Artificial Intelligence

    LLM Abliteration: 26.5% Capability Across Architectures

    by Muhammad Rohail T.December 17, 2025
  • Masked-and-Reordered Self-Supervision for Reinforcement Learning Enhances Verifiable Rewards via Intermediate Reasoning
    Artificial Intelligence

    Self-Supervision Boosts LLM Math Problem Solving

    by Muhammad Rohail T.November 24, 2025
  • Amo-bench: LLMs Struggle with 50 Original, IMO-level Math Problems, Achieving 40% Accuracy, Despite Advances
    Artificial Intelligence

    LLMs Fail AMO-Bench: 40% Accuracy on Math Problems

    by Muhammad Rohail T.November 6, 2025
  • Large Language Models Enhance Mathematical Reasoning with Formal Theorem Proving.
    Artificial Intelligence

    LLMs Boost Math Reasoning with Theorem Proving

    by Dr. DonovanJune 24, 2025
  • Large Language Models Verified with Formal Mathematics Reduce Hallucinations.
    Artificial Intelligence

    LLMs Verified by Math Reduce Hallucinations

    by Quantum Computing NewsJune 7, 2025
  • Large Language Models Enhance Informal Theorem Proving with DeepTheorem Dataset.
    Artificial Intelligence

    LLMs Boost Theorem Proving with DeepTheorem Dataset

    by Dr. DonovanJune 2, 2025
  • Latent Reasoning Compression Boosts AI Performance and Reduces Computational Cost.
    Artificial Intelligence

    CoLaR: AI Reasoning Compression Cuts Costs

    by Dr. DonovanMay 26, 2025
  • DeepSeek-Prover V2: Math Reasoning with RL
    Artificial Intelligence

    DeepSeek-Prover V2: Math Reasoning with RL

    by Dr. DonovanMay 2, 2025
  • Alibaba AI Model QwQ-32B Boosts Shares in AI Race
    Artificial Intelligence

    Alibaba AI Model QwQ-32B Boosts Shares in AI Race

    by Dr. DonovanMarch 7, 2025
  • AlphaGeometry: AI System Matches Olympiad Gold-Medalist in Solving Complex Geometry Problems
    Artificial Intelligence

    AI Solves Geometry Like Olympiad Gold Medalist

    by Dr. DonovanJanuary 20, 2024

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