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Quiz · 5 questions

🔮 The Emerging Frontier

Hybrids, Mamba, RWKV — what's actually next, and what's still the same

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Quiz

01What is the key advantage of Mamba/SSM architectures over Transformers?
Hint
Asymptotic scaling, not absolute speed.
02What is the 'optimal hybrid ratio' that multiple research groups have independently converged on?
Hint
Most attention is local; replace the local stuff.
03Why have alternative architectures (SSM, RWKV) NOT replaced Transformers at frontier scale?
Hint
Better architecture is not enough; the ecosystem has to follow.
04Which combination represents the current state-of-the-art frontier paradigm?
Hint
Both axes lit up at once.
05How should you treat marketing claims of 'revolutionary new architecture' in 2026?
Hint
If the change really were architectural, the technical report would say so plainly.
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