Cursor 发布了 Composer 2.5，这是一个更新的 AI 编码助手，为长时间运行的任务提供了更强的智能和可靠性。新版本基于 Moonshot AI 的 Kimi K2.5 架构构建，并采用了先进的训练技术，包括带有文本反馈的定向强化学习和规模显著增大的合成任务数据集。该公司声称，Composer 2.5 在基准测试中表现优于前代版本，并能与 Claude Opus 4.6 和 GPT-5.4 等竞争对手媲美或超越，同时提供了更具成本效益的解决方案。 AI
影响 增强了 AI 编码助手的功能，可能提高开发人员的生产力，并为其他领先模型提供更具成本效益的替代方案。
排序理由 这是 AI 驱动工具的产品更新，而非前沿实验室的核心模型发布。
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Together with SpaceXAI, we’re training a significantly larger model from scratch, using 10x more total compute. With Colossus 2’s million H100-equivalents and our combined data and training techniques, we expect this to be a major leap in model capability.
Composer 2.5 is built on the same open-source base as Composer 2, Moonshot’s Kimi K2.5. https://t.co/i0zbjf3AY2
We improved Composer by scaling training, generating more complex RL environments, and introducing new learning methods. For example, we use text feedback during RL to learn faster by assigning credit in rollouts spanning hundreds of thousands of tokens.
Composer 2.5 is exceptionally intelligent and up to 10x more efficient than similarly capable models. https://t.co/ie9X2VPjTU
Introducing Composer 2.5, our most powerful model yet. It's more intelligent, better at sustained work on long-running tasks, and more reliable at following complex instructions. For the next week, we’re doubling the included usage of the model. https://t.co/N87ojcXlOC
<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/ai-software-engineer/i-tried-new-cursor-composer-2-5-and-found-less-hype-more-speed-404fcf622ab9?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1678/1*lroxxM2VCrxOZO75_…
https:// winbuzzer.com/2026/05/18/curso r-releases-composer-25-saying-its-better-at-s-xcxwbn/ Cursor has launched Composer 2.5: The upgrade improves long-running coding work and instruction following without switching away from the Kimi K2.5 base used for Composer 2. # AI # Compo…
📰 Cursor Composer 2 AI Model (2026 Review): Beats Claude Opus 4.6 with 86% Lower Cost & Superior Be... Cursor's new Composer 2 AI coding model has launched, delivering benchmark performance that surpasses Anthropic's Claude Opus 4.6 at a fraction of the cost. Built on Moonshot AI…
📰 Cursor Composer 2 2026: Claude Opus 4.6 ve GPT-5.4 Benchmark'larını Yakalayarak Fiyat-Performans ... Cursor'ın yeni kodlama modeli Composer 2, sektör devleri Claude Opus 4.6 ve GPT-5.4'ün benchmark performansını çok daha düşük maliyetlerle yakalayarak fiyat-performans savaşını …
Cursor Introduces Composer 2.5 https://twitter.com/cursor_ai/status/2056415413077233983 # HackerNews # Tech # AI
Cursor Introduces Composer 2.5 https://cursor.com/blog/composer-2-5 # HackerNews # Tech # AI