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AI Research

4 articles in this category

AI NewsMachine LearningAI Research

Extracting Emergent Structural Knowledge from LLMs through Sideways Questioning

Sean Trifero explores Eliciting Latent Knowledge (ELK) to uncover cross-domain structural patterns encoded within billions of LLM parameters.

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AI NewsMachine LearningAI Research

The Machine Learning Divide: Geographic Asymmetry in Tool Origins and Research Adoption

Marktechpost’s ML Global Impact Report 2025 reveals China publishes 40% of ML-tagged papers while the US dominates tool creation.

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AI NewsSoftware EngineeringAI Research

Rethinking Deep-Research Workflows: Static Trees vs. Dynamic Tool-Call Loops

Is the shift from static tree workflows to dynamic tool-call loops in deep-research agents a meaningful trend? 2025 analysis reveals key tradeoffs.

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AI NewsMachine LearningAI Research

AP-MDM: Diffusion LLMs Reach PSPACE with Edit Operations

AP-MDM achieves 99.28% Sudoku accuracy with 100 training instances, outperforming autoregressive models.

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