#python#brain_inspired_ai#deep_learning#large_language_models#reasoning
The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems.
https://github.com/sapientinc/HRM
🌎 Scientists researching the mysteries of parallel worlds often reference "brane theory," which suggests our universe could be a 3D surface, or 'brane,' floating in higher-dimensional space. In this model, multiple branes—each a universe with its own laws—could exist, and gravity may leak between them, which physicists are testing with experiments at facilities like CERN. ✨
#physics⚡#universe⚡#dimensions
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🌎 The concept of "extra dimensions" in physics comes from string theory, which requires at least 10 dimensions for its mathematical consistency. While these extra dimensions could allow for parallel universes, none have been directly detected. Experiments like those at CERN look for signs such as missing energy that might hint at hidden dimensions. ✨
#physics⚡#stringtheory⚡#dimensions
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🌎 The concept of higher dimensions beyond the familiar three of space and one of time appears in advanced physics, especially string theory. String theory mathematically requires up to 10 or 11 dimensions to explain gravity and fundamental particles. These extra dimensions are thought to be compact and hidden, possibly curled up at sizes far smaller than atoms. ✨
#dimensions⚡#stringtheory⚡#physics
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🌎 In 2022, a study using gravitational wave detectors like LIGO examined whether ripples from colliding black holes hinted at hidden dimensions. The research found no evidence for extra spatial dimensions, setting new constraints on theories that propose parallel universes. ✨
#physics⚡#blackholes⚡#dimensions
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🌎 The "brane multiverse" is a scientific idea suggesting our universe might be a three-dimensional "brane" floating in higher-dimensional space. Some versions of string theory propose multiple branes could exist close together, and rare collisions might even trigger new big bangs. The concept arises from efforts to unify gravity with quantum physics. ✨
#multiverse⚡#dimensions⚡#stringtheory
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🌎 Physicists are searching for evidence of extra dimensions that could exist alongside our three spatial dimensions and time. Experimental efforts, like those at the Large Hadron Collider, look for signs such as missing energy or unusual particle behavior that might indicate the presence of dimensions beyond the familiar four. So far, no direct evidence has been found for extra dimensions. ✨
#physics⚡#dimensions⚡#experiment
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Тема шестого дня — картографирование за пределами 2D.
Эту работу подготовил наш коллега @Oreshulya для личного проекта. На карте изображён подводный рельеф небольшого озера Уайтфиш в Канаде. При создании использовалось ПО QGIS для получения картографических данных и Blender 3D для их визуализации.
Основной задачей было показать батиметрические данные в трёхмерном виде, что проблематично сделать с использованием стандартных средств ГИС. Способом изображения для этого была выбрана послойная окраска. Благодаря тому что каждый слой помимо уникального цвета имеет разную высоту в пространстве, создаётся ощущение объёма и глубины, которое на стандартных двумерных батиметрических картах достигается с помощью способа Танака (освещённых горизонталей).
#30DayMapChallenge#Day6#Dimensions#Cartography#GIS