Fixed benchmark: 5-stage correctness (smoke, shape sweep, numerical stability, determinism, edge cases) + performance + roofline
His national security strategy promotes the “Trump Corollary” to the 19th century Monroe Doctrine, which had sought to ban European incursions in the Americas, by targeting Chinese infrastructure projects, military cooperation and investment in the region’s resource industries.
，详情可参考heLLoword翻译
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.
AngstromIO BOM:
在趋势与风险之间，找到属于你的节奏。这才是真正的战略智慧。