Globe Explorer
Globe Explorer offers an unprecedented journey into the workings of modern artificial intelligence, transforming abstract neural network architectures into a navigable visual landscape. This innovative tool allows anyone, from researchers to curious enthusiasts, to explore complex models like GPT-2 and BERT in an intuitive, three-dimensional space. Instead of viewing AI as an impenetrable black box, you can visually traverse its components, witnessing the structure and relationships between neurons and layers as if exploring a dynamic galaxy of information. The platform renders transformer models in a spherical format, where layers and attention heads become tangible objects you can inspect, rotate, and interrogate in real-time. A core function is the ability to trace how specific inputs activate pathways through the network, providing a concrete sense of how data flows and transforms. You can isolate individual neurons or entire layers to study their activation patterns, revealing which features of language or data the model has learned to recognize. This visual approach demystifies concepts like attention mechanisms, making the model's focus and decision-making processes perceptible. By offering this spatial intuition, Globe Engineer’s Explorer fosters a deeper, more instinctive understanding of AI behavior. It serves as both an educational revelation and a practical research aid, enabling users to form and test hypotheses about model functionality through direct visual interaction.
on 06 December
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