JackLok

Trading industry operator.
AI workflows, marketing systems, broker growth, and trading tools.

[JackLok @jklok629]

ChatGPT usage 今日又 reset。

明明兩日前先 reset 完，而我上次個 quota 仲未用晒……

唔知點解見到重置，唔係開心，反而有種「點解我冇用盡佢」嘅焦慮。😂

AI 時代的新型 FOMO。

[Tibo @thsottiaux]

Hello people of Sol! I've reset usage limits for all ChatGPT Work and Codex users. Together with that, a quick update on GPT-5.6 Sol usage limits.

Over the past few weeks, many of you have told us that Sol was using your Codex limits faster than expected. To be clear, we have not reduced usage on any subscription plans.

We’ve been digging into what was happening and have landed several improvements. As a result, we expect your usage to last around 18% longer during typical use of Sol. Some of you should already see significantly larger improvements from today. Tomorrow, we’ll also restore the five-hour limit that we temporarily paused while investigating.

Here’s what we found:
- GPT-5.6 Sol is much more willing to work for longer, make additional tool calls, and coordinate complex workflows across tools and subagents. That makes it better at solving hard problems, but some tasks were using far more than we intended.
- Sol also works harder at the same reasoning effort than previous models. High on Sol can use more tokens than High did on GPT-5.5.
- Programmatic tool calling, also referred to as code mode, gives Sol much more flexibility to run tool calls in parallel or continue working while waiting. But it also led to more responses per turn, more cached input tokens, and higher usage than expected.
- This was particularly noticeable when Sol was waiting for tool calls to finish or running many web searches. We’ve improved how we handle both cases and are continuing to make code mode more efficient.
- The impact was also very uneven. The median user actually found Sol quite token efficient, while some power users working on harder tasks saw their usage drain much faster. We were very focused on average and median usage before launch and missed some cases where the long tail could use significantly more usage.

Sol is a significant step forward in what Codex can do, but capability and efficiency do not always improve at the same pace, and some issues only become clear once people are using the model at real-world scale. We should have recognized this sooner and been more upfront about it.

You keep pushing the frontier and we’ll keep improving efficiency and sharing updates as we go.

[JackLok @jklok629]

回来了
女人还是别碰这么多
还是玩玩X好了 不然受伤都是自己

[JackLok @jklok629]

@pankajkumar_dev I think that there is no much different of 4.6

[JackLok @jklok629]

@huoshan007 这是animation吗

[JackLok @jklok629]

@Timbazp 挺好的

[JackLok @jklok629]

@qingge369 交多点朋友

[JackLok @jklok629]

@xingzhanAI @qitiandashengAI @xiaoshen 太好了吧

[JackLok @jklok629]

@sairahul1 Well say

[JackLok @jklok629]

@gkxspace 还会售罄的吗

[JackLok @jklok629]

重置可以令ChatGPT愈来愈好

重置可以带给我开心

[Tibo @thsottiaux]

How can we make ChatGPT better.

It’s already on your phone, but what do you wish would happen more or less of when you open the app. How can it bring you more joy?

[JackLok @jklok629]

Claude Fable 5 终于确定留在订阅计划里，但仔细看，这并不是“全面开放”。

7 月 20 日起，只有 Max 和 Team Premium 能把 Fable 纳入套餐，而且额度只有 50%；Pro 和 Team Standard 需要按量付费，$100 也只是一次性体验额度。

我的看法是：这反映出顶级模型现在真正的瓶颈，已经不只是模型能力，而是算力和商业模式。

Anthropic 不能让重度用户无限使用，也不能把最强模型完全拿走，否则用户很容易转向 GPT-5.6、Kimi K3 或其他选择。

未来 AI 订阅可能会越来越像云服务：

月费负责基础使用，最强模型按量收费。

模型越强，真正稀缺的可能不是技术，而是普通用户能够负担的算力。

[JackLok @jklok629]

@xiaohu 真的是 一直送

[JackLok @jklok629]

@0xPrajwal_ Why not both

[JackLok @jklok629]

@mars_bnb 这个是努力的结果

[JackLok @jklok629]

最近我研究了一下 Kimi K3，第一印象相当不错。

它在编程、研究、长时间任务和 Agent 工作流方面看起来特别强，不只是一个普通的聊天模型。

当然还需要更多真实场景测试，但目前来看，这波热度并不是没有原因。

[JackLok @jklok629]

@btcmos 已经想试Kimi了

[JackLok @jklok629]

@zhubingge 看到你成功也很开心

[JackLok @jklok629]

@wangray 真的 做起来

[JackLok @jklok629]

@bourneliu66 哈哈 时光机吗

[JackLok @jklok629]

一张图片说了我的心情