Eric Donnell

AMD GPUs for AI Inference in 2026: What Works, What's Broken, and What to Actually Buy

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HuggingFace TEI Produces Fundamentally Different Embeddings Than PyTorch - And You Might Not Know It

We discovered that HuggingFace Text Embeddings Inference and standard PyTorch produce vectors with cosine similarity as low as 0.30 for the same model.

The Realtor's AI Toolkit for 2026: What Changed, What Works, and What to Buy

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Semantic Steganography: How to Hide an AI in the Mathematical Void

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