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habr.com > en > amp > publications > 986228

Apophatic AI: Why Neural Networks Learn Through «NO» and How Synthetic Data Kills Meaning

5+ hour, 17+ min ago   (1666+ words) Why is subliminal learning (pattern transmission through noise) possible? Why does training on synthetic data lead to degradation, even when the data appears to be of high quality? In this article, I propose looking at training architecture from a different…...

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habr.com > en > amp > publications > 983138

Intelligent Systems at Phystech: 2025 Year in Review

1+ week, 4+ day ago   (613+ words) As we wrap up another year, it's time to look back at what our department has accomplished. 2025 brought us 42 published papers spanning fundamental ML theory, applied AI systems, and cutting-edge optimization methods'from transformer Hessians and generative models to hallucination detection…...

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habr.com > en > articles > 982680

Ollama Tutorial: How to Run Local AI Models with Ollama

2+ week, 12+ hour ago   (477+ words) Ollama has become the standard for running Large Language Models (LLMs) locally. In this tutorial, I want to show you the most important things you should know about Ollama. Watch on YouTube:Ollama Full Tutorial Windows: download the.exeinstaller and…...