Emad · @EMostaque · X·2026-09-04 07:16·26分钟前
AI 导读

Emad Mostaque 引用 GPT-6 Astra 在 Artificial Analysis 智能指数上因极高 token 效率处于帕累托前沿、每任务成本低于比其便宜 13 倍的 Gemini 3.8 Flash 的对比,预测明年前沿模型将以比现在快且便宜 100 倍的方式 one shot 完成一切。他认为届时无需监控推理痕迹,是本能式智能,因此预训练中嵌入的内容更加重要。

Emad@EMostaque
21AI 编辑部评分,满分 100
2026-09-04 07:16· 26分钟前
AI 导读

Emad Mostaque 引用 GPT-6 Astra 在 Artificial Analysis 智能指数上因极高 token 效率处于帕累托前沿、每任务成本低于比其便宜 13 倍的 Gemini 3.8 Flash 的对比,预测明年前沿模型将以比现在快且便宜 100 倍的方式 one shot 完成一切。他认为届时无需监控推理痕迹,是本能式智能,因此预训练中嵌入的内容更加重要。

Next year frontier models are going to one shot everything 100x faster & cheaper than they are

No reasoning traces to monitor

Instinctive intelligence

Which is why what you embed in pretraining is even more important

cheatyGPT-6 Astra is on the pareto-frontier of cost efficiency due to being EXTREMELY token efficient. It is in a whole league of it's own. It is cheaper than Gemini ...