X：阿易 AI Notes

OpenAI这波操作给我看笑了， 教科书级别的先打一棒子再给颗糖。 早上刚硬气甩锅，说额度缩水都是sub2api的锅， 间隔六个小时就软化立场发福利了。 宣布Codex活跃用户突破两千万， 给所有用户发一个可随时触发的额度重置， 还把前帖重新定义成只是澄清特定模式，调查仍在进行。 三步棋走得非常标准。 先用增长数据转移焦点，展示产品的成功势头。 再用实打实的额外额度做安抚，精准戳中额度见底的用户。 最后留好台阶，既维持官方立场，又给未来留余地。 不正式道歉，也不承认之前说错了， 但好处实实在在给到你手上。 这个BANKED reset本身就是很成熟的维稳工具。 不是立刻强制重置，你可以自己选时机用， 相当于额外送一周额度。 Tibo之前在用户里程碑和补偿场景里用过很多次， 成本可控，感知度高， 是完美的道歉替代品。 但核心矛盾半毛钱都没解决。 两千万活跃用户听着风光，背后是巨大的成本压力。 用户量暴增，Agent能力还在持续变强， 单用户的计算消耗只会越来越高。 固定订阅价兜不住重度使用， 额度争议会反复出现，这绝对不是最后一次。 发糖只能压下一时的火气， 改不了高成本Agent和固定订阅之间的根本冲突。 短期安抚效果肯定有， 很多额度见底的人拿到重置就消气了。 但长期的信任裂痕补不上。 真正在意的人在乎的不是那点额外额度， 是为什么正常使用也被砍， 是为什么官方第一反应永远是先怀疑用户滥用。 我觉得以后重度用户人手多套工具备份，只会越来越快变成共识吧 hhh

Ox Alpha (stealth model) is free for the next week - 1M Context - Multi-modal - Zero Data Retention Generous rate limits, near unlimited usage We have capacity for 100T tokens per day, lets see what you can do

It's me again. I come bearing great news. First of all, we have hit 20M active users for Codex some time this week. Second of all, this is cause for celebration and during the day we will credit every Codex and ChatGPT Work user with a BANKED reset that you can use at your own leisure. And we will have some other good news later too! Now, on usage limits draining faster, while we're not seeing anything abnormal, we do take it incredibly seriously and there is an ongoing investigation. I will share if we do find anything and my below post is really a clarification on a specific pattern that we did see that I wanted to call out. Go do something amazing today.

We've investigated a few messages about codex usage limits being different. That's not something we change without engaging the community and being transparent. What we did see is that when talking to affected users many were using sub2api. Converting a subscription into api traffic to then re-serve or share across many users is not something we support and this type of usage gets flagged by our fraud-prevention systems. You are completely fine if you use your subscription through Sign in With ChatGPT, either through the official clients or through one of the many OSS clients (Pi, OpenCode, ...) that support signing in with your account and using your included usage.

DeepSeek-V4-Flash-Vision-Exp is now live on the DeepSeek API Platform! 🚀 🔹 This experimental multimodal model matches DeepSeek-V4-Flash on text capabilities—including agents, reasoning, and world knowledge. 🔹 On multimodal agent benchmarks, V4-Flash-Vision-Exp makes a major leap over V4-Flash, bringing multimodal agent performance close to Opus-4.8. Try it with model='deepseek-v4-flash-vision-exp'. DeepSeek Harness 0.1.1 was released today with out-of-the-box support for the new model. 1/n

https://t.co/4k0l0PxsFr