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各位开发者朋友们，这个周末有大事发生！
一场专为 LLM 应用开发者打造的线上交流会即将来袭，无论你是刚入门的 AI 应用爱好者还是深耕多时的技术老兵，这次活动都值得你腾出时间来参与。
本次线上交流会汇聚了多位在大模型应用一线实战的开发者和技术负责人，覆盖从模型选型、Prompt 工程到 Agent 架构、RAG 落地等最热门的话题。不仅有干货分享，还有自由交流环节，可以直接和分享嘉宾互动问答。
| 时间段 | 环节 | 内容概要 |
|--------|------|----------|...
halo，欢迎收听假性思考，关于情绪化和情绪稳定我在感情中经历颇多，这也是我今天想聊的话题：当我后来开始怀疑"情绪稳定"这件事。
关于"情绪化"和"情绪稳定"这个词，我其实一直都有种很复杂的感觉。它离我们特别近。近到很多关系的结束，好像都能归结到一句："你太情绪化了。"但它又离我们很远。因为很多时候，我们根本分不清：自己到底是真的情绪很多，还是只是太想被回应。
尤其在过去的情感经历中，在第三段关系里，我一直挣扎于做一个情绪稳定的人，挣扎于应该怎样面对和处理自己的情绪。如果在亲密关系的相处里我能够更妥善的解决自己情绪化的问题，是不是一切都不一样？两个人的感情会不会更和谐的相处下去？以至于后来...
AI代理技术正经历前所未有的快速发展。从简单的任务自动化到复杂的决策制定，AI代理正在重新定义人机交互的方式。
现代AI代理不再局限于文本处理，而是具备了处理图像、音频、视频等多种形式信息的能力。这使得代理能够更全面地理解和响应用户需求。
新一代AI代理具备更高的自主性，能够在没有人类持续指导的情况下完成复杂任务。它们可以自主规划、执行和调整行动策略。
AI代理正在变得更加了解用户的偏好和上下文，能够提供更加个性化的服务和响应。
AI代理将...
The short version
After digging through the benchmark data, launch materials, and third-party reporting, the picture looks pretty clear.
If your work looks like autonomous execution across tools, terminals, documents, and messy workflows, GPT-5.5 looks like the stronger pick. If your work is d...
OpenAI’s new image model did not just take the top spot on the text-to-image leaderboard. It blew the doors off it.
On LM Arena’s text-to-image rankings, GPT Image 2 jumped to 1512 ELO, while the previous best — Gemini 3.1 Flash Image Preview, better known as Nano Banana 2 — sat at 1270...
For the last two years, the entire AI industry has been obsessed with the model layer.
Who has the best benchmark? Who has the biggest context window? Who is cheaper per token? Who just released the new frontier model?
That story is still important. But it is no longer the whole story.
The real s...
Anthropic just pulled the plug on all-you-can-eat AI.
If you have been paying $20 or $200 a month for Claude and treating it like an unlimited buffet, that era is officially over. The company has quietly — and then not so quietly — restructured how it charges for Claude, and the implications are ma...
So Zuckerberg spent $14.3 billion buying half of Scale AI, hired its CEO Alexandr Wang, poached researchers from OpenAI, Anthropic, and Google, and told them all to build something that would make people stop laughing at Llama. Nine months later, they shipped.
Muse Spark just dropped. Meta stock ri...
Anthropic just did something no AI lab has done before. They built a model so capable that they decided not to release it.
Claude Mythos Preview is not available on any API. You cannot access it through Claude.ai. There is no waitlist. The model exists, it works, and Anthropic is keeping it locked ...
Nearly 100,000 tech workers have lost their jobs in the first quarter of 2026. That is not a typo. Across 146 layoff events, the industry is averaging over 1,000 job losses per day. And unlike previous cycles, the companies doing the cutting are not struggling. They are thriving.
This is what a str...
If you have used Claude Code's plan mode, you know the drill — type your prompt, wait while Claude thinks, review the plan in your terminal, then execute. It works, but for complex tasks it locks your terminal for minutes and gives you a wall of text to review in scrollback.
Ultraplan flips this. I...
If you're a Claude Pro or Max subscriber, there's money sitting in your account right now that you probably don't know about. And it expires on April 17, 2026.
Here's the backstory and why it matters.
If you're building software with AI coding assistants, you've probably picked a side: Claude Code or Codex. But what if the real power move is using both?
OpenAI just released an official Codex plugin for Claude Code. Three commands to install, works with a free ChatGPT subscription, and it gives y...
The last 24 hours still reinforce an important pattern in AI: frontier-model competition is no longer just about giant benchmark flexing. More and more, the interesting question is which models are becoming usable enough to matter for real products.
For builders, especially people shipping AI a...
Google DeepMind’s Gemma 4 is one of the more interesting open-model releases in a while because it focuses on something developers actually care about: capability per parameter.
This is not just another open chat model. Gemma 4 is positioned for **reasoning, coding, multimodal input, functi...
People often talk about models as if the model is the product. It isn’t.
A capable model without a harness is like a brain in a jar: impressive, but not very useful in production. It cannot reliably manage state, recover from fail...