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Quiz · 4 questions

🧭 Practical Decision Guide for Builders

When to default to Transformer, when to reach for hybrid, when SSM/RWKV/Hyena actually pencil out, and how to stay current without chasing every paper

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Quiz

01For general-purpose NLP under 32K tokens with quality as the priority, what should you use in 2026?
02When do SSM / hybrid architectures most clearly beat Transformers in production?
03What should you always check first when evaluating a new architecture's claim of beating Transformer?
04Which 2026 production approach is best described as 'production-proven balance of quality and efficiency'?
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