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95% of AI Pilots Failing

Enterprise generative AI pilots struggle to boost revenue, with only 5% succeeding, as vendor-purchased tools outperform internal builds and back-office automation yields better ROI than sales applications, while workforce shifts...

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How LLMs See Images, Audio, and More

Modern LLMs process multiple data types by converting everything into tokens, with each media requiring distinct tokenization strategies. Text becomes word pieces, images transform into patch embeddings or quantized visual...

LL3M: Large Language 3D Modelers

LL3M uses multiple language models to generate Python code for Blender, creating and editing 3D assets through initial creation, automatic refinement, and user-guided refinement, producing diverse, adjustable assets with...

Tversky Neural Networks

Tversky Neural Networks apply cognitive theory to AI, using feature matching instead of geometric methods to measure similarity, improving performance and interpretability in image and language tasks while reducing parameters.