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Don't Gamble, GAMBLe: An Analytical Framework for AI-Driven Research Systems
arXiv:2606.02863v1 Announce Type: new Abstract: AI-Driven Research Systems (ADRS) -- systems coupling LLMs with automated evaluation to discover algorithms, proofs, and designs -- are being optimized and adopted across domains, but the tools to analyze them have not kept pace. ADRS performance depends on component interactions that are poorly understood, expensive to explore, and (as we show) not well captured by standard convergence guarantees. These guarantees rely on structural...
With assets worth Rs 1,413 crore, DK Shivakumar set to become India's richest CM
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Revealed: Europe's cheapest and most expensive countries for holiday rentals in 2026
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Combinatorial Synthesis: Scaling Code RLVR via Atomic Decomposition and Recombination
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Scary Movie review – spoof comedy returns but maybe it should have stayed in the 2000s
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Shift from a Leader-Follower to a Leader-Leader Approach
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Another man dies of suspected drug overdose at Mumbai concert
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Scary Movie review – spoof comedy returns but maybe it should have stayed in the 2000s
Successful jokes are thin on the ground in the musty sixth installment of the once-popular parody franchise, taking aim at everything from Scream to SinnersThe Scary Movie series has always depended on timing. Not necessarily in its gagcraft, which has oscillated between occasional sharp jabs and many beyond-broad blows, but in its position on the release schedule. This was especially true of the first installment, which arrived in theaters just a few months after the 2000 release of Scream...
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