topics/researchResearch Papers
Analysis of groundbreaking AI research papers and academic breakthroughs.
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Articles
2 articles
Research Papers
LLM, VLM, SAM, MoE: The Complete Guide to AI Model Types
The alphabet soup of AI explained simply. We break down the 8 distinct model architectures—from the "Digital Interns" (LAMs) to the "Pocket Guides" (SLMs)—and exactly when to use them.
Frank Koziarz
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Research Papers
Vision Transformers: Approaching but Not Achieving Human-Level Object Recognition
The claim that Vision Transformers have achieved human-level object recognition is partially true but significantly oversimplified. ViTs now exceed reported human performance on ImageNet—91% vs 94.9%—yet profound differences in how humans and machines see remain.
Frank Koziarz
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