Cherny 论 Opus 5(5042 赞):「Opus 5 在编码、数据分析、设计、生物、知识工作方面都是极好的模型。但比这些 eval 分数更让我兴奋的是:Opus 5 是我们最不容易被 prompt injection 的模型。」安全作为标题级 feature。
Thariq 的 system prompt 揭秘(10199 赞):「我们为最新模型移除了约 80% 的 Claude Code system prompt,这是我们在编写 system prompts、skills 和 Claude.MDs 方面学到的。」——更聪明的模型需要更简单的 prompt。加上日常驱动背书(3713 赞):「Opus 5 完美补全 Claude 5 家族。搭配 Fable 用于规划、头脑风暴或修复最难 bug。」
Alex Albert 的 6 个月对比(2285 赞):「仅 6 个月后,Opus 5 已经能产出近超人级电子表格和幻灯片,达到顾问水平。」加上 token 效率(607 赞)。Cat Wu(626 赞):「Claude Opus 5 在长时间自主任务方面表现出色!」
Boris Cherny:Opus 5 在编码、数据分析、设计、生物、知识工作方面都是极好的模型。但最重要的是:Opus 5 是我们最不容易被 prompt injection 的模型。
Thariq:我们为最新模型移除了约 80% 的 Claude Code system prompt,这是我们在编写 system prompts、skills 和 Claude.MDs 方面学到的。
Thariq:Opus 5 完美补全 Claude 5 家族。搭配 Fable 用于规划或修复最难 bug。
Alex Albert:仅 6 个月后,Opus 5 已经能产出近超人级电子表格和幻灯片。
Cat Wu:Claude Opus 5 在长时间自主任务方面表现出色!
Cherny on Opus 5 (5042 likes): 'Opus 5 is a great model for coding, data analysis, design, biology, knowledge work. More than any of these eval scores, what is most exciting to me is something else: Opus 5 is our least prompt injectable model.' Security as a headline feature.
Thariq's system prompt revelation (10199 likes): 'We removed ~80% of the Claude Code system prompt for our newest models, this is what we've learned about writing system prompts, skills and Claude.MDs for them.' — simpler prompts for smarter models. Plus his daily-driver endorsement (3713 likes): 'Opus 5 rounds out our Claude 5 family beautifully. Pair it with Fable for planning, brainstorming or fixing the hardest bugs.'
Alex Albert's 6-month comparison (2285 likes): 'Just over 6 months later, Opus 5 now produces near-superhuman level spreadsheets and slide decks that match what a consultant would make.' Plus token efficiency (607 likes). Cat Wu (626 likes): 'Claude Opus 5 is great at long-running autonomous work!'
Boris Cherny: Opus 5 is a great model for coding, data analysis, design, biology, knowledge work. More than any of these eval scores, Opus 5 is our least prompt injectable model.
Thariq: We removed ~80% of the Claude Code system prompt for our newest models, this is what we've learned about writing system prompts, skills and Claude.MDs for them.
Thariq: Opus 5 rounds out our Claude 5 family beautifully. Pair it with Fable for planning, brainstorming or fixing the hardest bugs.
Alex Albert: Just over 6 months later, Opus 5 now produces near-superhuman level spreadsheets and slide decks that match what a consultant would make.
Cat Wu: Claude Opus 5 is great at long-running autonomous work!