结果群里的资深程序员当场泼冷水，让对方别做梦了，OpenClaw目前也就只能做做执行、收收数据，想靠它做策略判断赚钱难如登天，亏钱倒是分分钟的事。
脆弱感十分明顯——指揮中心受損、領導層遭斬首、決策被迫進入危機模式。
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Asus' decision to omit a dedicated GPU might seem a little strange. A proper graphics card with its own VRAM isn't totally necessary for video editing, but it's a nice-to-have for heavy workloads. (Popular creative apps like Adobe Premiere Pro and DaVinci Resolve have GPU acceleration.) It's also something you'd expect to see on a laptop this expensive, frankly. Last year's ProArt PX13, which started at $1,700, was configurable with RTX 4050 and 4060 graphics.
承保变成审计：没有证据链，就拿不到好保单当风险不再可预测，保险就只能把控制前置，没有证据链就没有保单。条款标准化把边界写清楚之后，保险业真正的下一步不是简单涨价，而是把承保流程变成准入审核。投保企业能不能投保、能投多少额度、免赔多高，越来越取决于企业能不能证明自己具备一套可验证的AI治理机制。例如，像Armilla AI这类新玩家，它专注于为生成式AI和AI代理提供信任与安全验证及保险服务，通过独立模型评估与监管级审计来承保AI暴露，覆盖算法错误、模型漂移与生成式AI幻觉等风险。