Intellectual hub of the topic
Moving from conceptual ideas to their realization requires a specific type of focus – the ability to see a working tool within an abstract model. In this collection, we gather materials where the emphasis shifts from the question of «what is it?» to «how does it actually work?» An applied analysis allows us to explore the mechanics of processes through the lens of real-world experience, whether it involves implementing an engineering solution, applying a humanitarian methodology, or testing a social model.
NeuroBlog
Personal Growth & Learning • Cognitive Hygiene
How to find a balance between the digital world and your own peace of mind – without radical solutions, giving up your smartphone, or living in a cabin in the woods.
Lab
Computer Science
We're breaking down how FIDO2 passkey technology protects against phishing, why it's more secure than passwords, and under what conditions it can still be bypassed.
We break down how federated learning deals with 'corrupted' data – and why spectral analysis turned out to be an unexpectedly elegant solution.
We're breaking down how neural networks learned to guess age from a face: from pixels and bones to the tricky ethical questions that refuse to go away.
AI: Events
Technical context • Infrastructure
The PyTorch team optimized normalization performance using the torch.compile compiler, significantly enhancing neural network training efficiency.
Researchers have developed an AI tool that automatically analyzes and catalogs animal behavior without the need for manual data annotation.
AI: Events
Technical context • Infrastructure
PyTorch has introduced Monarch, a new tool designed to simplify the launching and debugging of distributed training tasks on large GPU clusters.
AI: Events
Products
Illustrious XL has been updated to versions 3.0–3.5: the new model supports resolutions up to 2048 pixels and understands complex text prompts on par with small language models (LLMs).
AI: Events
Products
Adobe has expanded Firefly's capabilities: the service now supports custom models and offers new tools for video and image editing.
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