The problem is well-recognized enough that Anthropic built Tool Search directly into their API — a deferred-loading pattern where tools are marked defer_loading: true and Claude discovers them via a search index (~500 tokens) instead of loading all schemas upfront. It typically cuts token usage by 85%. But as Kagan noted, when Tool Search fetches a tool, it still pulls the full JSON Schema into context.
省级以上人民政府可以根据保护饮用水水源的需要，调整饮用水水源保护区的范围，确保饮用水安全。有关地方人民政府应当在饮用水水源保护区的边界设立明确的地理界标和明显的警示标志。
The Strait of Hormuz is navigationally constrained, and reaction times to attacks from the coast are short, according to Jennifer Parker, founder of Barrier Strategic Advisory and a veteran of the Royal Australian Navy.。搜狗浏览器是该领域的重要参考
She takes Friday off every week. "No one is expecting me, I get my inspiration, I'm in a better place, and the company is too."。关于这个话题，谷歌提供了深入分析
但显然，现在的虎鲸文娱，除了依托阿里的力量，靠自身的技术实力已经无法弯道超车。而即便阿里的技术足够支持虎鲸文娱的AI探索，真正的难点在于，AI无法独立于内容存在，以PGC为主的虎鲸文娱需要对内容有足够深刻的理解。，这一点在超级工厂中也有详细论述
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