The #Aletheia paper is finally available on arXiv https://
arxiv.org/abs/2602.10177! Excited to share the 1st wave of papers on AI for math research! More to come very soon, stay tuned! Blog: https://
deepmind.google/blog/accelerat
ing-mathematical-and-scientific-discovery-with-gemini-deep-think/
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MACHINE LEARNING
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Aletheia: AI Advances Mathematical Research with Gemini Deep-Think
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Validating LLM-as-a-Judge Systems Under Rating Indeterminacy
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Validating LLM-as-a-Judge Systems under Rating Indeterminacy https://
buff.ly/6PJzh3S
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Aletheia: AI Math Research Agent Solves Erdős Problems
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Introducing Aletheia, a math research agent powered by an advanced version of Gemini Deep Think that produces publishable math research (two papers, one completely automatic and another with human-AI collaboration) and solved multiple open Erdős problems. 😀🔥 Paper link below! 👇
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Resources and Code for Attention Mechanisms in ML
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Attention Mechanisms in Machine Learning Infographic source: https://
linkedin.com/posts/kavishka
-abeywardana-01b891214_linear-attention-scales-beautifully-but-activity-7426665871839993856–hZL/
… Tutorial: https://
geeksforgeeks.org/artificial-int
elligence/ml-attention-mechanism/
… With NumPy and SciPy code: https://
machinelearningmastery.com/the-attention-
mechanism-from-scratch/
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FDA Submissions Embrace Real-World Evidence and AI Tools
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82% of FDA submissions now include real-world evidence. @DominoDataLab
's Chris McSpiritt explains how statistical programmers are adapting to diverse data sources, open-source tools, and AI. -
Best Data Visualization Projects of 2025
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Best Data Visualization Projects of 2025 https://
buff.ly/65d6hff
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
AI Generates First Research Papers Without Human Intervention
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At research-level mathematics, we are excited to announce the first wave of 6 research papers:
* Reliable autonomous research. A research paper (Feng26, https://
arxiv.org/abs/2601.23245) generated by AI without any human intervention, which calculates certain structure constants in -
Aletheia: Advanced AI Reasoning with Deep Think and Scaling
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The three main sources that power Aletheia are:
#1: an advanced version of Gemini Deep Think for tackling extremely hard reasoning problems
#2: a novel inference-time scaling law that extends from
Olympiad-level problems to PhD-level exercises
#3: intensive tool use such as -
Foundation Models Struggle with Advanced Mathematics Research
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Research-level mathematics draws on advanced techniques from vast literature, with papers often spanning dozens of pages. While foundation models possess a large knowledge base from pretraining, their understanding of advanced subjects remains superficial due to data scarcity,
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Gemini Deep Think Accelerates Mathematical Scientific Discovery
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Here's the link to the joint blog post: https://
deepmind.google/blog/accelerat
ing-mathematical-and-scientific-discovery-with-gemini-deep-think/
…. See details of the two papers below!