A ternary plot of citrus geneology

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The key insight, according to Sottiaux, is that code can be used to automate the use of other software, such as crunching data in spreadsheets or building a financial model from data found in disparate documents. “If we manage to sandbox it properly and make it safe for non-technical users, then suddenly you can bring the power of coding agents to billions of users,” Sottiaux said. Codex already employs “Skills”—shareable, composable text-based instruction sets that steer agent behavior—and Sottiaux said marketplaces for these Skills are beginning to emerge.

回头看,十多年前苹果在机器学习上加大投入时,大概率是不会预见到 2025 年 OpenClaw 的爆红的。甚至你可以说,如果放在十年前,苹果大概率是不会喜欢 OpenClaw 这样一个「回报高风向更高」,一旦出现幻觉就把用户隐私、数据安全抛在脑后,无视各种软件工程方面的规章制度的东西的……

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