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Source channel @githubtrending · Post #14729 · May 21

#csharp#c_sharp#linq#unity ZLinq is a high-performance, zero-allocation LINQ library for .NET and game engines like Unity and Godot. It improves on regular LINQ by avoiding memory allocations during method chaining, boosting speed and efficiency, especially in demanding apps like games. You use it by calling `AsValueEnumerable()` on collections, enabling faster queries with almost full compatibility with .NET 10 LINQ features. It supports advanced operations on arrays, spans, trees (like file systems and JSON), and SIMD for parallel processing. ZLinq also offers drop-in replacements to accelerate existing LINQ code without rewriting. This means you get faster, more memory-efficient data processing with minimal code changes[1][3][4]. https://github.com/Cysharp/ZLinq

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AI & Law

@ai_and_law · Post #369 · 08/07/2024, 07:04 AM

AI Music Startups Defend Fair Use Amid Copyright Lawsuits AI music startups Suno and Udio are pushing back against copyright infringement lawsuits from major record labels, claiming their methods fall under fair use. They argue that their AI models, trained on copyrighted music, encourage innovation and competition within the industry. The Recording Industry Association of America (RIAA) filed lawsuits in June, accusing Suno and Udio of massive unlicensed copying. The startups assert that using sound recordings to teach AI models new musical patterns aligns with copyright law's intent to foster new artistic expressions. They contend that their practices are akin to learning and not infringing. In defense, Suno likened their training approach to a child learning to create new music by listening to existing tracks. Both companies maintain that major labels misunderstand the technology and are attempting to stifle competition. The RIAA, however, argues that the startups have failed to obtain proper consent for using copyrighted works, threatening the livelihoods of original artists. #AI#CopyrightLaw#FairUse#LegalTech#AIandLaw#RIAA#ArtificialIntelligence