Beyond Scaling Laws: Why Memory Is the LLM's Next Step (with a 3M-Token Recall Experiment)
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In my view, scaling laws are not the only key factor behind model capability gains — even the most cutting-edge RL does not count as part of scaling laws. Every leap in model capability is built on paradigm breakthroughs — on thinking about intelligence at a fundamental level. The Transformer broug…
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- 2026-09-24 16:38 · DEV Community — AI
Beyond Scaling Laws: Why Memory Is the LLM's Next Step (with a 3M-Token Recall Experiment)