vinsum.eth

[vinsum.eth @vinsum3]

@AlchainHust 都是男的？

[鸟哥 | 蓝鸟会🕊️ @NFTCPS]

清华搞了个AI教师Agent，传统教育怕是真要慌了

说个可能得罪教育行业的判断：未来五年，大部分标准化教学会被AI替代。不是"辅助"，是替代。

清华团队刚开源了一套教育Agent，支持OpenClaw龙虾，干的事情很直白——你丢任何学习材料进去，它自动生成一套AI互动课程。

不是那种把PDF转成PPT的低级活儿，是真的有角色分工：

1️⃣ AI老师 — 根据你的材料生成教学内容，带你一步步学，能问能答

2️⃣ AI同学 — 跟你互动讨论，模拟课堂场景，逼你主动思考

3️⃣ 课件导出 — 生成的课件可以直接给真人老师拿去线下用

说白了，它把"学习"这件事从被动听课变成了主动交互。你看书看到不懂的地方，不用再硬啃，AI直接给你拆解、提问、反馈，据说记忆效率能提升10倍。

这对两类人冲击最大：

学生党：几十万的培训班学费，可能一个开源工具就替代了大部分功能

老师：不是淘汰你，而是你的备课效率会被那些会用AI的同行碾压

当然，"记忆提升10倍"这种数字我保持怀疑，实际效果得看具体场景。AI教学目前最大的短板还是缺乏真人的情感引导和临场判断。但作为自学工具，尤其是查资料、啃论文、学新领域的场景，这东西确实能省掉大量无效时间。

教育这个赛道，AI不是来抢饭碗的，是来重新定义饭碗长什么样的。

仓库地址：https://t.co/vd2cSNqAdn

[vinsum.eth @vinsum3]

@Citrini7 @grok 给我生成总结

[vinsum.eth @vinsum3]

@op7418 antigravity 呢？也支持了嗎

[vinsum.eth @vinsum3]

@AlchainHust 請問鏈接？

[vinsum.eth @vinsum3]

@solanamobile when can Hong Kong client receive the phone?

[vinsum.eth @vinsum3]

@HaniaAi12 How

[vinsum.eth @vinsum3]

@Coins2daMoon of course Volume is up since whale is dumping.

[vinsum.eth @vinsum3]

@lovart_ai wanna try thx

[vinsum.eth @vinsum3]

@YesterdayBigcat @grok 是真的吗

[vinsum.eth @vinsum3]

And eventually you ended up to launch Shib on Sol?? How hilarious. Time to CTO #SHIB #BONE #SHIBARMY

[vinsum.eth @vinsum3]

At least you begin to do something to Bone now. when I start questioning Bone you guys just treat me as fudder and ban me on discord . pls listen more to holders. let them talk whatever good or bad things. if no question is allowed, then you do not deserve our trust.

[𝐋𝐔𝐂𝐈𝐄 @LucieSHIB]

Hey Shibarium Discord Bone holders!

This message is JUST FOR YOU.

We’ve already received a few messages and will start posting them on Sunday.

We truly appreciate you!! 💕

[vinsum.eth @vinsum3]

@LucieSHIB at least you begin to do something to Bone now. when I start questioning Bone you guys just treat me as fudder and ban me on discord . pls listen more to holders. let them talk whatever good or bad things. if no question is allowed, then you do not deserve our trust.

[vinsum.eth @vinsum3]

@treatsforShib soon what

[vinsum.eth @vinsum3]

@raimen1983 這得多少錢

[vinsum.eth @vinsum3]

Now the spotlight is on Treat as Treat is with big VC’s interest. Bone is dumped by team

[Jon Snow @jonsnovw]

Dear @ShytoshiKusama,
We have believed in you and trusted you on this journey. Please, do something about the final network update, $Bone listing, and integration. We have been waiting for 3 years, and we are truly exhausted and worn out...
#BONE #Shibarium #SHIB #SHIBARMY #Treat

[vinsum.eth @vinsum3]

@YaoXuBTC @minglaugodel 合约的流动性比现货要好吗？

[vinsum.eth @vinsum3]

@CrazyKFC50 單幣 A8🥲成本多少

[vinsum.eth @vinsum3]

@randomartz3 dude it's been 3 years and you are still dreaming of Bone to 100? it's 0.38 while BTC 10k. just wake up man