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When does a scaling result justify a different allocation? A critical review of

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1 SIGNALFIRST DETECTED 16 September 2026
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4 Aug
The Scaling Paradox in Human-AI Collaboration

arXiv:2608.00818v1 Announce Type: new Abstract: The discovery of scaling laws has highlighted the extraordinary potential of AI systems with a striking empirical pattern: as AI

REPORT · HOW · ArXiv CS.AIOPEN STORY
25 Apr
Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations

arXiv:2604.21018v1 Announce Type: new Abstract: While scaling test-time compute can substantially improve model performance, existing approaches either rely on static compute

REPORT · WHERE · ArXiv CS.AIOPEN STORY
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