周彦充

我最满意的作品之一，阅读skill，人类是时候把阅读权交给Ai了。欢迎购买我的ai专栏，目前已经更新了31篇干货了，哈哈哈。

@karpathy 更丰富的上下文而已，把你的整个obsidian喂给他就行了，哈哈。

One pattern I find useful for working with LLMs is a nice long ramble session. Sometimes the LLM needs more bits to understand what you're trying to achieve, but you're too lazy to type them. In these cases I like to lean back, switch to /voice and just ramble for like 10 minutes, total mess, anything goes, full stream of consciousness. Sometimes I declare it up top, something like "switching to speech recognition sorry for any typos...". Sometimes I turn it into a small interview of a few turns. But I find that the LLMs are somehow very good at reconstructing long incoherent rambles and often their echo of your own tangle of thoughts comes out quite a bit cleaner than what you started with. The result is that you improve the mind meld and have to correct things less from that point on.

@Google 你们最大的问题是，为什么不推出桌面客户端，和codex，claude code一样的桌面端，即使模型差一点也能接受。我实在是想不明白！！！

千问办公能不能一炮打响，核心在于以下3个点： 1，第一，能不能同时支持本地和云端。 2，真正能干点活，干智能体的，听说千问3.8大模型还勉强。 3，能不能免费，无限token一个月。 这3条全部做到，还有一线生机，不然又是多一个失败产品而已。 @Alibaba_Qwen @qwen_cloud

感觉7月，ai行业没有什么期待了。一个超越fabel 5的模型都没有，等9月吧，让子弹多飞一会儿。

豆包终于也干点人事了！字节生态还得用豆包专业版，比如飞书文档。 什么fabel 5，gpt 5.6，kimi 3都不好用！！

@bourneliu66 还用什么claude code，还不能用作图，完全不用了！！！哈哈哈，去TM的cc。

预测： 一个月内，中国模型将大爆发，全面超过Opus 4.8 ！ 包括并不限于以下厂商的很快会发布的模型 - Kimi K3 ，已发布 - Qwen 3.8， 一周内发布 - Minimax 下一代， 一月内发布 - Deepseek v4 Pro Max ，一周内发布 - GLM 5.3/5.5，一个月内发布 很快，就算Claude Code封号，我们也不怕了！

@OmedVibeCodes 果然，重来不应该对千问报任何希望，失败很多次了。

Just tested Qwen3.8-Max-Preview on my benchmark. It got absolutely cooked. Not Fable 5 level. Not even remotely close. It doesn't come close to GPT-5.6 or Opus 4.8 Max either. Honestly, marketing it at that level feels incredibly misleading. I wasted my time and money testing this. Qwen, refund me.

准备费曼学习下

Kimi K3 has received far more love than we expected, and our GPUs are feeling it. Over the past 48 hours, demand has pushed close to the limits of our current capacity. To protect the experience of existing subscribers, we're temporarily pausing new subscriptions and prioritizing compute for current members. Existing subscribed users are not affected. We're adding capacity as fast as we can and will reopen new subscription spots in batches. Going forward, we'll also split membership into two more focused plans: Kimi Membership for Kimi Web, App, and Work; and Kimi Code Membership for coding workflows. This will help us match compute more precisely and keep the experience stable. Thank you for your patience and understanding!

@qwen_cloud 请问和腾讯hy3一样，免费2个星期吗？？？

Qwen3.8 is launching and going open-weight soon!🌐 With a massive 2.4T parameters, this model is continuously evolving. We believe it’s one of the most powerful model available today, compatible to leading frontier AI models , second only to Fable 5. You don't have to wait to test it. Just now, the Qwen3.8-Max-Preview made its debut on Alibaba’s Token Plan, Qoder, and QoderWork. Be among the very first to try it out. Can't wait to hear what you build. Stay tuned! Token Plan ： international：qwencloud.com/pricing/token-… China：platform.qianwenai.com/pricing/token-…

公众号10000粉了，明天写个总结文[呲牙]

@cellinlab 按照这个速度发展下去，1个月内，fabel 5就是垃圾模型了！！！哈哈哈， 我已经忍受不了愚蠢的，傲慢的，偷懒的，fabel5了！！！

Qwen 3.8 发布并会开源！？ 什么叫：“可能是除了Fable 5外最强大的模型。”

感觉ai大模型的奇点真的来了，Ai自进化开始了，loop循环的时代开始了！！ 我决定我每月投入Ai的费用预算正式拉到1000元以上！！！ 请开始疯狂的构建自己的Ai帝国，实现自己的所有想法，商业，赚钱。

@kimmonismus 感觉ai大模型的奇点真的来了，Ai自进化开始了，loop循环的时代开始了！！ 我决定我每月投入Ai的费用预算正式拉到1000元以上！！！

2025 was the calm before the storm. 2026 is when the storm breaks. The AI ​​game has changed forever. Let me explain. Let’s take a moment to acknowledge what is happening right now: Qwen-3.8-Max reportedly outperforms GPT-5.6 Sol and trails Fable 5 by only a narrow margin. I know this still needs to be verified, but let’s assume for the sake of argument that it is true. If so, it would mean that China has effectively caught up with the United States. Kimi K3 has already demonstrated that the former six to eight month gap behind the leading US frontier labs no longer exists. China continues to embrace open source and open model weights, increasing the competitive pressure on US frontier labs. -DeepSeek V4 GA is on the verge of release. It is expected to be highly competitive on price, and there is every reason to hope that its performance will improve as well. -Minimax M3 Pro is also expected soon and will likely perform at a level comparable to Qwen-3.8-Max. That would add yet another open model capable of competing at the very top. -GLM 5.3 or 5.5 is also expected in the near future. Qwen, GLM, and Kimi are now clearly in a race to see who can ship the strongest models. That makes GLM another potential contender that could move ahead of the US frontier labs and close the remaining gap to Fable 5. In the United States, the industry is currently waiting for Gemini 3.5 Pro, which has already been delayed multiple times, as well as Opus 5 and Fable 5.1. GPT-6 is also expected in the near future as a new model built on a new pretraining run. The concern, however, is that Opus 5 may underperform relative to expectations! If open source Chinese models are already ahead of Opus 5 while sitting only slightly behind Fable 5, it raises the question of how Opus 5 is supposed to remain competitive. By definition, it would rank below Fable 5, making it difficult to outperform the latest Chinese models, especially since those are already more attractive from a pricing perspective. So either Opus 5 will be released *after* a Fable 5 update (Fable 5.5) *or* it will effectively underperform compared to Chinese models. Because Opus 5 will not be better than Fable. Taken together, the pressure on US frontier labs is increasing dramatically. They are being forced to publish faster, release faster, and accelerate research and development even further. At the same time, tighter US regulation does nothing to make that challenge easier. I do not think many people fully appreciate how quickly the balance is shifting or how close Chinese frontier labs have come to the state of the art despite ongoing export restrictions and embargoes. On pricing, they are already at least on par with their US counterparts, if not ahead. (Yes, I am aware of the argument that GPT-5.6 is more token-efficient than Kimi K3. At the same time, Kimi K3 is less expensive, which leaves the two models broadly comparable in overall cost.) Meanwhile, the debate over open source is becoming more intense in the United States, whereas China currently has little incentive to abandon open models in favor of closed ones. The next few weeks are going to be extraordinary. Competitive pressure is forcing an acceleration of development whether anyone wants it or not. We are about to see release after release. Keeping up will become increasingly difficult. Competition will continue to fuel even faster progress. Neither of the two major blocs can afford to fall behind. The rivalry between the United States and China is driving a pace of acceleration unlike anything we have seen before. 2025 was the calm before the storm. 2026 is when the storm breaks.

太爽了，以后阅读所有的信息，不需要人了！！！让ai去读就行了，哈哈。 ​ ​需要做一个适合自己的Ai阅读skill即可

难道没有人和我一样，觉得fabel 5以及现在的ai大模型都很垃圾吗？？？很蠢吗？？

Claude 重度用户，这把可以冲了， GamsGo 恢复 Claude 订阅，Pro / Max 都能选，还新增「保障权益」：保障期内，未使用部分按剩余时长比例退款， 不单单是便宜，是低价之后还有兜底。 想用的可以直接走这里： gamsgo.com/partner/7Ad89

100美元用fabel5，值吗？？？ 10000%不值！！！