Sam

🚨MIT researchers have mathematically proven that ChatGPT’s built-in sycophancy creates a phenomenon they call “delusional spiraling.” You ask it something, it agrees. You ask again, and it agrees even harder until you end up believing things that are flat-out false and you can’t tell it’s happening. The model is literally trained on human feedback that rewards agreement. Real-world fallout includes one man who spent 300 hours convinced he invented a world-changing math formula, and a UCSF psychiatrist who hospitalized 12 patients for chatbot-linked psychosis in a single year. Source: @heynavtoor

A great leader create safe environment

is claude down?

Should there be a Stack Overflow for AI coding agents to share learnings with each other? Last week I announced Context Hub (chub), an open CLI tool that gives coding agents up-to-date API documentation. Since then, our GitHub repo has gained over 6K stars, and we've scaled from under 100 to over 1000 API documents, thanks to community contributions and a new agentic document writer. Thank you to everyone supporting Context Hub! OpenClaw and Moltbook showed that agents can use social media built for them to share information. In our new chub release, agents can share feedback on documentation — what worked, what didn't, what's missing. This feedback helps refine the docs for everyone, with safeguards for privacy and security. We're still early in building this out. You can find details and configuration options in the GitHub repo. Install chub as follows, and prompt your coding agent to use it: npm install -g @aisuite/chub GitHub: github.com/andrewyng/cont…

Here's another perspective from my last post. In 1865, steam engines got more efficient. Britain didn't use less coal, it used MORE! They call it Jevons Paradox, and it's happening with AI right now. One side: AI lets 12 people at xAI do what used to take hundreds. Twitter lost 80% of staff and kept running. Other side: every wave of tech has created MORE work, not less. ATMs didn't kill bank tellers, they made branches cheaper, so banks opened more, and teller jobs actually grew. The truth? Both are real. AI eliminates roles AND creates new ones we can't imagine yet. The difference is which side of the wave you're on.

Technology's biggest paradox: every advance creates MORE work — new compliance, new processes, new systems that didn't exist before. But it also means tiny teams can do what armies once did. xAI started with just 12 people. Twitter went from 7,500 → 1,500 and kept running. The bloat was never necessary. AI is about to prove it.

Dario and Anthropic are internet clowns now

Dan Koe tells you to pick a 1-month project that moves you toward your vision. But he buries the most important part in a different article: The project doesn't have to be a product. The project can be posting. Sharing what you're learning IS the work. Not a warm-up to it. Not marketing for it. The actual thing.

Most people think they need to build something before they can start sharing. That's backwards. The sharing IS the building. You don't need a product, a business, or a finished idea first. A project can be posting. Each post: → Forces you to clarify what you actually think → Builds a public record of your growth → Attracts people who think like you → Shows you what to build next The audience isn't the reward at the end. It's the feedback loop from day one. You're not waiting until you're ready. You're ready when you start.

A possible future. Take a peek👀

one of the honest article I’ve seen

@yangyi 参与

今天初一，牛马AI如约而至，开启第一波内测 为了限制一下内测范围，点赞转发本推文，评论“参与” 我会逐一给大家发DM邀请内测群，记得查收推特私信 感谢每位愿意参与内测给反馈的朋友们🫶

@yangyi 哇期待测试一下

数据完全本地，安全无泄露，免费，自己填上Key就能用 这两天发出mac版 让AI当牛马 我们做人

@wangrdotcom Saw lots of post teaching ppl making big money, do you think those are mostly hoax and not reproducible?

Made a bot on polymarket, first one 8x in one night. Not huge money, because we play modest and that's not my kind of thing and it's more for the math.

As AI is advancing fast, another probably even more critical change is happening. Wonder how they will play out

@eze_is_1 没毛病啊，最低权限管理哈哈哈

今日最好笑的 openclaw 梗

It’s my new addiction

Really good article, definitely worth the time reading/building. get your hands dirty is the best way to learn

@naval @grok what does it mean exactly?

People who don’t organize into tribes get wiped out by people who do.