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Stop struggling with SQL dialects: Dial offers a knowledge-grounded approach that boosts NL2SQL accuracy by 10% and feature coverage by 15% across diverse database systems.
VLMs can be transformed into pixel-precise structural document parsing experts, achieving state-of-the-art OCR performance by enforcing syntactic validity and structural integrity through reinforcement learning.
LLMs can now more accurately answer questions on complex documents thanks to a new system that understands layout and hierarchical relationships between document components.
A principled framework for General World Models reveals the limitations of current systems and the architectural requirements for future progress.
Quantum databases are no longer just a theoretical exercise: Qute shows real speedups over classical databases on real quantum hardware.
