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公开发言
6原话逐字核对过；转述不加引号如果我们向前走两年再回过头来看，我认为大家会说：正是这个阶段诞生了 AGI。我们当下正身处这一历史转折点，但这绝非你在当下某个具体单日就能轻易断言的单点事件。
if we go forward two years and we look back, I think that that we will say this is when AGI was created. So I think we are going through that moment, >> but it's not it's not something where you could just say it now. I don't think
语境：Greg Brockman 纠正将 AGI 视作「顿悟时刻」的早期幼稚看法：能力的指数演进与工作流的深度渗透是平滑发生的，唯有在事后回望时才能确认拐点的跨越。
未来每个人都将几乎成为一家属于自己的公司的 CEO，麾下管理着任意数量、由你调度的智能体。这将是一个极具赋权意义的世界，人们将能完成多得多的心中所想。
>> it's almost like everyone's going to become the CEO of this corporation of as many agents as you as you care to orchestrate. Um, it's going to be just like a very empowering world where people can do so much more of they want what they want to do.
语境：Greg Brockman 描绘 AGI 时代的工作图景：人类作为核心导演承担最终责任与价值判断，通过编排多智能体军团实现个体创造力的百倍放大。
成熟的 AGI 消费级体验必须完全消除底层技术痕迹；用户不应被迫在不同标签页、模型选择器或思考时间档位间纠结，系统应具备足够的主动上下文理解与信任机制并在后台自主完成任务。
语境：Greg Brockman 批判当前 AI 产品将底层架构复杂度转嫁给用户的过渡形态，提出以信任与主动感知为底座的极简交互愿景。
我认为 AGI 已经不再是一个单一的时间点，而是一个模糊的光谱。对我而言，Astra 确实触及了一个临界点，让我觉得‘把它称为 AGI 已经相当合理’——凭借其计算机使用能力，你真正可以让它执行长时间运行的任务，而它就直接去完成了。
Well, I think that AGI has turned out to be less of a point in time and more of this sort of fuzzy spectrum. And for me, Astra has really hit something that I'm like, okay, I think this is pretty reasonable to call it AGI in that with its computer use capabilities, you really can ask it to do long live tasks and it'll just do it.
语境：在探讨 OpenAI 内部对 AGI 的界定标准时，Brockman 指出 AGI 并非离散的顿悟时刻，而是随模型能够自主调用工具、在长达 24 小时的跨度内稳定完成多步骤复杂任务而渐进实现的连续光谱。
随着我们迈向能力更强大的模型，你必须确保安全、防御和对齐这些标准在不断提升。而这些其实几乎变成了推进进展的瓶颈，或者说成了你必须投入大量精力确保不出差错的关键部分。
as we move to more capable models, you really have to make sure that safety, security, alignment, those are all standards that you're constantly upleveling. And those actually become almost the bottleneck to progress or sort of the part that you have to spend a lot of your effort to make sure you've gotten right.
语境：Brockman 阐述 OpenAI 的‘前沿定速’（pacing the frontier）理念：随着模型能力跃升，安全与对齐标准的建立成为限制前沿推进速度的核心瓶颈与自律前提。
Brockman 提出‘防御者窗口期’（Defender's window）论断：前沿模型具备在数小时内自主渗透并发现系统深层漏洞的能力，在更强能力广泛扩散给恶意攻击者之前，防守方必须争分夺秒利用前沿访问权，以机器速度实现漏洞发现、修补与验证的自动化防御工厂。
语境：Brockman 就前沿模型自主渗透测试的攻防非对称性阐述‘防御者窗口期’：一旦黑客或恶意行为者掌握前沿能力，旧代码库将极度脆弱；防御方必须争分夺秒建立自动化修复流水线。