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The Auditable Commercial License (ACL) v1.0 is a new source-available license designed for the AI era, featuring built-in protection against AI training data usage, a knowledge-qualified clause with safe harbor, and automatic conversion to Apache 2.0 after four years.
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.
Academic Research Skills is the first installable Claude Code workflow that packages a multi-agent pipeline to detect and prevent hallucinated citations in academic papers, addressing a problem where 146,932 hallucinated citations were counted in 2025 preprints.