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A novel evidence-guided system that not only detects image tampering but also spatially localizes and explains the manipulations, achieving state-of-the-art results in forensic analysis.
SAGE reveals that a multi-agent, evidence-grounded approach can outperform larger models in understanding Chinese ancient documents, challenging the notion that size alone drives performance.
IterCAD achieves a remarkable improvement in CAD code quality by enabling iterative refinement, correcting errors that traditional one-shot methods overlook.