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The Model Is Not the Bottleneck: How Qwen3 32B Beat a Frontier VLM at Document Extraction
Why we scrapped our Gemini 3 Pro single-pass pipeline after under 40% accuracy and built an adaptive LangGraph graph with Qwen3 32B VL that hit over 90%, at lower cost, with better debuggability. We ...
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Generative Forensics: We Can Now Reconstruct the Past Using AI. Is This Science Fiction?
Forget searching for a needle in a haystack. Generative AI allows us to 3D-print the needle from a single thread of fiber. Continue reading on Towards AI
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8 Python Mistakes That Smart Developers Still Make
You’re not a beginner anymore — which is exactly why these mistakes are dangerous. Continue reading on Python in Plain English
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