3d-point-cloud

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#3d-point-cloud

Breaking the Transformer Dead-End: A Local-First 3D Point-Cloud Cognition Engine running on consumer hardware

Reddit r/artificial · 2d ago

Introduces SHD-CCP v2.0, a novel AI architecture that replaces transformer token sequences with 3D point cloud data structures using Grassmannian manifold fusion and zero-copy memory-mapped streaming, achieving low latency and memory footprint on consumer hardware.

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