avatar
Neo-法恒

Following0Followers (X)12.68KPosts173Likes278
avatar

I didn’t feel strongly about the last point. These days, when I do things, I first look for benchmarks and find the best performers. In fact, China’s big tech companies follow the same strategy—benchmarking against top overseas products, adapting them, and gradually optimizing and upgrading them to fit their own ecosystems and needs. Tencent, Alibaba, JD.com—none of them started any other way. They copied to make money, then slowly studied the original models.

avatar

I’ve seen a lot of discussion about this DNA on X, and many people are bullish. But I have a question: if everyone is betting on future listings for both futures and spot, who’s going to buy?

avatar

$BITM is set to launch officially! 🚀 The first project to launch on the platform is always worth paying close attention to. Lately, the market seems to be showing signs of bottoming out and recovering, and the BTC ecosystem has also become more active. Recently, privacy-focused NFTs and RGB have performed well. If the broader ecosystem rebounds, this project is definitely worth monitoring. As a platform meme coin, stay tuned and remember to manage your risk when participating. ⏰ Launch Time: October 15, 14:00 UTC (22:00 Beijing Time) 💡 Key Highlights: The first CTO project to launch on @BONSOnBTC! Community excitement is at an all-time high—get your BTC ready. For more details, visit the official website 👇

avatar

Lately, ChatGPT has been extremely slow, and my $200 Pro account seems to have been “dumbed down,” frequently hitting rate limits. Yesterday afternoon, I finally couldn’t take it anymore—I upgraded to a new Plus account and asked it to draw a pelican, and it suddenly worked much better. But when I tried to work again in the evening, I got another notification saying my quota was exhausted. Based on past experience, I wonder if a new model is about to be released. Recently, ChatGPT has been thoroughly outperformed by Claude’s Opus 5.5; many content creators are now generating entire videos directly with Opus 5.5. I have to admit, Claude’s aesthetic sense and coding ability are truly impressive. However, Claude accounts are notoriously prone to mysterious bans—I had an old Pro account from April 2023 that I’d been using for nearly three months, and then it was suddenly banned without warning. Here are my strategies for avoiding or recovering from account bans: Claude Account Ban Prevention: There are many anti-ban tips online, but I’ve been reflecting on why my account was fine at first and then suddenly banned. Before the ban, I had consistently hit Claude’s 5-hour usage limit. I didn’t use IP isolation or any physical anti-ban measures—so I suspect the issue was simply exceeding the 5-hour cap. Therefore, if you use Claude, I recommend always leaving some buffer in your usage. Once an account is banned, the chances of getting it reinstated are very low. I appealed my Pro account, but so far there’s been no response. ChatGPT Anti-Dumbing: ChatGPT doesn’t really ban accounts—it just “dumbs down” and throttles usage. I even contacted support, and they assured me my Pro account wasn’t flagged or downgraded. But my Pro account clearly struggled when asked to draw a pelican. A friend in the group suggested letting the account rest for a few days—and it worked. Maybe this is similar to Claude: don’t overuse it. My $200 ChatGPT Pro account is used across Windows and Mac, logged in via Feishu authorization across three different entities. So if you’re experiencing what I am—apparent dumbing-down or throttling—it’s likely your account has been placed into a restricted pool and put in “time-out.” Resting the account probably helps. If you rely on both Claude and ChatGPT for work like I do, build up backups. For example, maintain multiple Google accounts and stagger your use of free tiers for both ChatGPT and Claude. Let each free account mature for 2–3 months, and maintain 2–3 active free accounts at a time to create three tiers of accounts. Finally, I strongly recommend using both domestic and international models in parallel. International models excel in raw capability, while domestic models offer superior ecosystems. Both are worth becoming familiar with.

avatar

Major self-media platforms are now intensifying their detection of automation. The public account interface platform I developed myself will likely also be included in these detection measures. Therefore, I can currently only use it sparingly for myself and friends. Within China, I still believe the most promising ecosystem is Tencent’s for text-based content—ordinary users can participate through public accounts and image posts (equivalent to Xiaohongshu); for video content, ByteDance is the leader—I’ve just started exploring it. If you’re starting a company, you must seriously study self-media.

avatar

Everyone knows that X is the largest hub—and often the earliest platform—for news on cutting-edge technologies and industries. As such, X is a vital source of information for anyone interested in Web3, AI, and technological innovation. But precisely because of this, X’s feed is cluttered with noise, as many creators—intentionally or not—generate vast amounts of low-quality content to monetize. As someone with discerning taste, you naturally want to find more meaningful information. Starting today, I plan to spend two weeks to a month organizing my X timeline, and I encourage you to do the same. First, go to your Home feed and pause accounts from industries you’re not interested in. This ensures your recommended timeline shows only the topics you care about. Second, actively engage with creators or content you enjoy—leave comments, like, and save posts. These positive interactions signal to the algorithm who and what you prefer, sending clear positive feedback. Third, use the negative interaction options in the top-right corner of posts—such as “Not Interested,” “Unfollow,” “Hide,” or “Report.” If you’re not interested in a creator, unfollow them. If you just dislike a specific post, select “Not Interested”—this won’t affect your following list. I recommend doing the first step immediately. For steps two and three, commit to doing them consistently for at least two weeks without interruption. This actively trains and guides the algorithm to serve you better. This same logic applies to other AI-driven recommendation platforms like Douyin and WeChat Video Channel. Start applying these steps today—over time, you’ll notice your information sources becoming cleaner and filled with higher-value content.

avatar

The company has been registered, but even before registration, it should already be in a profitable state. I can assist with topping up AI tools and helping the company implement AI applications—whether the use cases are large or small, the key is to generate profit, and that’s the most critical factor.