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#Neural networks

Neural Network vs. Combinatorics: The CayleyPy Project Transforms Complex Puzzle Solving

Researchers from the CayleyPy project demonstrated that combining neural network heuristics with Beam Search can outperform established classical algorithms on 4×4×4 cubes and the Megaminx, marking a mathematical breakthrough.

Lapka: How to Turn Any Anime Website into a Convenient Local Player Using AI

The open-source project Lapka solves the main challenge of watching anime on the web: it aggregates episodes, voiceovers, and seasons from a single link and plays them in a unified interface free of ads and clunky players.

Камера без видео: Apple готовит охранный гаджет, который превращает события в текст

Купертиновцы разрабатывают домашнюю камеру наблюдения без возможности записи видео: встроенный ИИ будет отправлять владельцу текстовые отчеты о происходящем, исключая риск утечки личных кадров.

Google представила Gemini 4 Argon: возвращение в гонку передовых ИИ-моделей

Новая флагманская нейросеть Gemini 4 Argon обошла ведущих конкурентов в большинстве тестов, однако на старте опробовать ее смогут далеко не все.

The Limits of Drosophila Intelligence: How a Fly’s Digital Brain Handles Mazes, Games, and Vision

Experiments with the Drosophila connectome reveal the boundaries of biological associative learning and demonstrate why a digital replica of an insect brain falls short of basic machine learning algorithms.

Why High Benchmark Scores Do Not Prove AI Intelligence: The Asymmetry Principle in Neural Network Testing

Even a 95% accuracy score on tests does not guarantee that a language model can reason. We explore why a single precise counterexample outweighs a dozen benchmarks in AI evaluation and how the industry is shifting toward vericoding.

Google Releases Gemini 3.8 Flash TTS Models for High-Performance Voice Generation

Google has introduced two new Gemini 3.8 Flash TTS voice models designed for creative storytelling and high-volume media production, featuring over 2,000 pre-built voices across 100+ languages with advanced remixing capabilities and robust safety measures.

The Human Face of Algorithms: Why Tech Giants Benefit from Inspiring Fear of AI Consciousness

Corporations and the media actively endow neural networks with human traits and agency. We explore how narratives about "escaped models" and the threat of AGI conceal attempts to monopolize the market and obscure the fundamental limitations of the technology.

The Brain as a Generative Model: Why We Interact with Projections Rather Than Real People

Human perception operates on the principle of maximum efficiency: the brain constantly builds predictive templates of others instead of processing the incoming sensory stream from scratch. We explore how this mechanism bridges psychology, neuroscience, and language model architecture.