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AI 资讯四则OpenAI 发布 GPT-5.3 Instant3 月 3 日，OpenAI 发布 GPT‑5.3 Instant。GPT‑5.3 Instant 提高了回复相关度、对话顺畅度和联网搜索能力，同时大幅减少了机械化回复、冗余的免责声明以及生硬的语气倾向，相比 GPT‑5.2 Instant，尤其改进了涉及敏感话题时表现过于保守或带有说教倾向的问题；优化了联网搜索结果的整合质量，降低了对联网搜索结果的过度依赖，解决了此前偶尔出现的「链接堆砌」或信息松散的问题；大幅调整了此前用户反馈让人感到「尴尬、违和」，或语言风格过于强势的说教式对话风格，同时在广泛的话题领域内均显著降低了幻觉率。
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This might be the way to get structured concurrency into a language without placing the entire burden on the language itself. It would allow library authors to dictate the contexts in which certain functions could be called, enforcing structure and correctness. In most garbage-collected languages many contracts are only enforced in documentation saying “don’t hold onto a reference to this object”, which I’ve also written about before.