World Service,·17 Feb 2026,·26 mins
Recent work (opens in new tab) suggests that targeted synthetic data can materially improve multimodal reasoning, particularly for text-rich visual domains such as charts, documents, diagrams, and rendered mathematics. Using images, questions, and answers that are programmatically generated and grounded in the visual structure enables precise control over visual content and supervision quality, resulting in data that avoids many annotation errors, ambiguities, and distributional biases common in scraped datasets. This enables cleaner alignment between visual perception and multi-step inference, which has been shown to translate into measurable gains on reasoning-heavy benchmarks.
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（三）制定民族团结进步促进法，是凝心聚力推进中国式现代化、推动各民族共同繁荣发展的现实需要。习近平总书记强调：“各民族共同团结奋斗、共同繁荣发展是中华民族的生命所在、力量所在、希望所在。”中华民族大团结是以中国式现代化全面推进中华民族伟大复兴的前提和基础。制定民族团结进步促进法，就是要明确国家支持民族地区高质量发展、推动各民族共同繁荣发展的大政方针和重点任务，从制度上、法律上支持民族地区加快融入国家发展大局，扎实推进各民族共同富裕，不断实现各族人民对美好生活的向往，为以中国式现代化全面推进强国建设、民族复兴伟业凝聚磅礴力量。，推荐阅读新收录的资料获取更多信息
macOS: Various fixes around dark/light theme reloading. #9360。新收录的资料对此有专业解读