AINeutralarXiv – CS AI · Mar 26/1010
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Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off
Researchers introduce MERaLiON2-Omni (Alpha), a 10B-parameter multilingual AI model designed for Southeast Asia that combines perception and reasoning capabilities. The study reveals an efficiency-stability paradox where reasoning enhances abstract tasks but causes instability in basic sensory processing like audio timing and visual interpretation.