cacity

🧑‍💻 做一些个人项目和 AI 产品 关注 AI Agent、Vibe Coding、Prompt、开源工具和独立产品
🧰 分享好用工具、项目记录、踩坑经验和实测教程

[cacity @AIBuilderFeng]

GPT-5.6 really needs to arrive soon.

If it comes too late, a lot of people may simply move over to Anthropic’s Claude.

What are people expecting from GPT-5.6?

A higher ranking across major benchmarks? A real upgrade in capability? Better agents? Lower token usage for the same tasks, with better results?

What I really hope we don’t get is a model that is powerful and genuinely useful, but so expensive that most people can’t afford to use it — or one where a few minutes of work burns through a five-hour usage limit in one go.

Better models are great, but accessibility and usability matter just as much.

[cacity @AIBuilderFeng]

codex 的多账号切换 除了cc switch，还有一个codex tools https://t.co/SE2QXiHvho ，还能看到各个号的token余量，确定很方便。

[cacity @AIBuilderFeng]

2026年世界经济论坛期间，《经济学人》主编 Zanny Minton Beddoes 主持了一场题为 “The Day After AGI” 的高端对话。

她邀请了两位全球最重要的 AI 公司负责人：Google DeepMind CEO Demis Hassabis，以及 Anthropic CEO Dario Amodei。

这场访谈讨论的不是普通 AI 产品更新，而是一个更大的问题：如果通用人工智能 AGI 真的到来，第二天的世界会变成什么样？

三人围绕 AGI 的时间线、自我改进循环、AI 对就业的冲击、科技公司的责任、全球治理、芯片与地缘政治、安全风险，以及人类如何度过这场“技术青春期”展开讨论。

Dario 的判断更激进，认为 AI 写代码、做研究的能力正在快速接近临界点，一旦模型开始帮助构建下一代模型，发展速度可能远超社会预期。

Demis 则相对谨慎，他认为代码和数学更容易被自动化，但真正的科学创造力、物理世界中的机器人能力、世界模型和持续学习，可能仍是 AGI 之前需要突破的关键环节。

这场对话的核心结论是：AGI 已经不只是技术圈内部的想象，而是会同时改变就业、科学、国家竞争、全球治理和人类自身定位的系统性变量。

https://t.co/60QTlnLHt5

[cacity @AIBuilderFeng]

@jincheng_l8285 https://t.co/AcKdRSyM8z 这条视频是刚翻译过的。

[cacity @AIBuilderFeng]

https://t.co/ZAH3SakMUX

[cacity @AIBuilderFeng]

@Mr_Salio GPT-5.6 疑似即将发布：OpenAI 目标 7 月 7 日上线，最晚或延至 8–9 日。已有用户在 Codex 和应用代码中发现 Sol、Terra、Luna 等版本，暗示 rollout 临近。

据称新模型将提供更高使用额度、更强安全性且限制更少，或成为今年最重磅 AI 更新之一。

[cacity @AIBuilderFeng]

Andrej Karpathy 在一场小型聚会上分享了他这几年和 Agent 的经验:

1.当年做 AI Agent 最大的问题是工具不对，大家拿强化学习硬砸网页操作，结果根本跑不通。

2.真正让 Agent 重新有希望的，不是 RL 突然变强了，而是语言模型先成熟了，工具箱已经完全换了一套。

3.他提醒大家别被 demo 骗了，Agent 和自动驾驶、VR 一样，想象很容易，演示很酷，但做成产品可能要十年。

4.他也说，现在做 Agent 的创业者和黑客，其实可能比大厂实验室更站在前沿，因为这个方向还没被完全摸透

[cacity @AIBuilderFeng]

@jincheng_l8285 现在翻译字幕问题不大，一遍谷歌翻译，一遍deepseek 比直接一遍要好一些

[cacity @AIBuilderFeng]

@jincheng_l8285 欢迎使用，如果有其他修改建议也可继续优化

[cacity @AIBuilderFeng]

最新的复仇爽剧，金部长，昨天出到第3集，今晚出第4集

[cacity @AIBuilderFeng]

No one expected Cape Verde to push the defending champions to the final moments of extra time.

Vozinha stood in goal and produced eight saves, including a crucial stop against Messi.

Before the World Cup, he had only around 50,000 followers on social media.

After four matches, that number reportedly soared to 18.5 million, making him one of the most followed goalkeepers in the world.

His World Cup debut against Spain was already unforgettable, with seven key saves helping Cape Verde earn its first World Cup point.

After the match, he broke down in tears because this was a dream his country had waited decades to see.

For a child from a small African island nation, wearing the national shirt at the World Cup meant everything.

Cape Verde may have lost in the end, but they left with pride.

Vozinha did not lift the trophy, but he made the world remember Cape Verde.

[cacity @AIBuilderFeng]

Before it even starts making cars, the playbook already seems to be in place.

One carmaker producing a single vehicle somehow involves five different companies.

Company A is responsible for manufacturing the car, but the factory and equipment belong to Company B.

Company A rents Company B’s facilities and equipment to produce the car, then hands the finished vehicles over to Company C for sales.

The money from car sales goes to Company D, while the patents are held by yet another company.

Manufacturing, assets, sales, funds, and patents are all split apart layer by layer.

The risks are isolated perfectly, and the responsibility is pushed away completely.

With this kind of setup, consumers already feel uneasy before the car is even delivered.

[cacity @AIBuilderFeng]

@thsottiaux GPT5.6 is coming

[Tibo @thsottiaux]

What it could have been

[cacity @AIBuilderFeng]

The Codex quota really isn’t enough. After it got reset yesterday, today I already only have about half of a week’s quota left, and this morning’s 5 hours are gone as well.

The 5× Pro tier is definitely on the expensive side, and the main issue is that there’s no real positive return from this spending yet. If I could pick up a small gig or make a video and earn some income, then I’d be happy to try the Pro plan.

Given the current situation, I registered a new Codex account and used my Wildcard balance to top up another Plus membership.

Now I’m using cc‑switch to hop between the two accounts. I’m wondering if this setup is actually better than relying on just a single account.

[cacity @AIBuilderFeng]

This rig would be absolutely perfect for playing GTA 6.

[cacity @AIBuilderFeng]

Today my Codex quota got reset, but this time it feels way less durable.

Previously, 5 hours of usage was only about 15% of my weekly limit. Now, it feels like I did basically nothing with those 5 hours and half an hour was enough to burn through the whole thing, again without getting anything meaningful done.

After this reset, those 5 hours account for 20% of the weekly quota, which means the weekly limit is only 5 times that 5‑hour chunk. Before, the weekly limit was 7 times the 5‑hour chunk. So it seems like the tokens might have been quietly reduced a bit.

[cacity @AIBuilderFeng]

This is such good news — they reset it and even gave me an extra run with zero notice, so I can happily go back to vibe coding again.

[cacity @AIBuilderFeng]

chat plus账号用量限制，总的toke消耗也不多，继续加油，烧token。

[cacity @AIBuilderFeng]

@lewangx 这个有具体项目吗

[cacity @AIBuilderFeng]

来感受一下，最顶级的车的豪华程度，隔空取物，各种手势操作，星空顶，还配有大师级咖啡机，这那是车，这是移动办公室，可以办公，可以睡觉。不错。