treacle111

Weaponized.

[Rahul @sairahul1]

Fine-tuning is about to become one of the most valuable AI engineering skills.

Not because everyone needs a custom model.

But because the people who understand how models learn from data will build things others can’t.

Full guide: https://t.co/oIfvJsZgea

[treacle111 @treacle1111]

@lidangzzz 过度推断

[BerylLowell @BerylLowel70751]

If you search pupu噗噗, this is the cleaner grab https://t.co/mIc3pLBjTj #pupu噗噗 #pupuwaifu #福利姬 #Amateur #NSFW

[Orange AI @oran_ge]

这个三省六部幻觉想想就很搞笑
把人类落后的组织方式强行塞给先进的 AI
非常符合喜欢从历史推演未来的那些人类的偏好
或者换种方式说他们更能理解：
很久以前很多人类专家也从地心说的角度推演出一系列复杂的理论
直到哥白尼发现地球不是宇宙的中心

[Tw93 @HiTw93]

https://t.co/RTkJ3NQKeS

[ℏεsam @Hesamation]

please don’t hallucinate bro they got my family 😭

[Seattle Mariners @Mariners]

⭐ REPOST TO WIN ⭐

We’re showing some love to the Best Catcher in Baseball by giving away a signed baseball and all you need to do is just hit that repost button (and don’t forget to #VoteMariners 5x per day!)

⭐️ https://t.co/Q16mvWsAww ⭐️

[Andrew Ng @AndrewYNg]

I am so sorry that the U.S. is letting down our friends and allies. Broad tariffs, implemented not just against adversaries but also steadfast allies, will damage the livelihoods of billions of people, create inflation, make the world more fragmented, and leave the U.S. and the world poorer. AI isn’t the solution to everything, but even amidst this challenging environment, I hope our community can hold together, keep building friendships across borders, keep sharing ideas, and keep supporting each other.

Much has been written about why high, widespread taxes on imports are harmful. In this letter, I’d like to focus on its possible effects on AI. One silver lining of the new tariffs is that they focus on physical imports, rather than digital goods and services, including intellectual property (IP) such as AI research inventions and software. IP is difficult to tax, because each piece of IP is unique and thus hard to value, and it moves across borders with little friction via the internet. Many international AI teams collaborate across borders and timezones, and software, including specifically open source software, is an important mechanism for sharing ideas. I hope that this free flow of ideas remains unhampered, even if the flow of physical goods is.

However, AI relies on hardware, and tariffs will slow down AI progress by restricting access to it. Even though a last-minute exception was made for semiconductors, taxing imports of solar panels, wind turbines, and other power-generation and -distribution equipment will diminish the ability to provide power to U.S. data centers. Taxing imports of servers, cooling hardware, networking hardware, and the like will also make it more expensive to build data centers. And taxing consumer electronics, like laptops and phones, will make it harder for citizens to learn and use AI.

With regard to data-center buildouts, another silver lining is that, with the rise of generative AI, data gravity has decreased because compute processing costs are much greater than transmission costs, meaning it’s more feasible to place data centers anywhere in the world rather than only in close proximity to end-users. Even though many places do not have enough trained technicians to build and operate data centers, I expect tariffs will encourage data centers to be built around the world, creating more job opportunities globally.

Finally, tariffs will create increased pressure for domestic manufacturing, which might create very mild tailwinds for robotics and industrial automation. As U.S. Vice President J.D. Vance pointed out in 2017, the U.S. should focus on automation (and education) rather than on tariffs. But the U.S. does not have the personnel — or know-how, or supply chain — to manufacture many of the goods that it currently counts on allies to make. Robotics can be helpful for addressing a small part of this large set of challenges. Generative AI’s rate of progress in robotics is also significantly slower than in processing text, visual data, audio, and reasoning. So while the tariffs could create tailwinds for AI-enabled robotics, I expect this effect to be small.

My 4-year-old son had been complaining for a couple of weeks that his shoes were a tight fit — he was proud that he’s growing! So last Sunday, we went shoe shopping. His new shoes cost $25, and while checking out, I paused and reflected on how lucky I am to be able to afford them. But I also thought about the many families living paycheck-to-paycheck, and for whom tariffs leading to shoes at $40 a pair would mean they let their kids wear ill-fitting shoes longer. I also thought about people I’ve met in clothing manufacturing plants in Asia and Latin America, for whom reduced demand would mean less work and less money to take home to their own kids.

I don’t know what will happen next with the U.S. tariffs, and plenty of international trade will happen with or without U.S. involvement. I hope we can return to a world of vibrant global trade with strong, rules-based, U.S. participation. Until then, let’s all of us in AI keep nurturing our international friendships, keep up the digital flow of ideas — including specifically open source software — and keep supporting each other. Let’s all do what we can to keep the world as connected as we are able.

[I had written this letter before the 90 day pause on the tariffs, but am sharing this here since many of the points are still relevant depends on what happens next.]

Original text: https://t.co/fNyTqzABWy

[Bear Liu @bearliu]

X是情绪放大器，这是精心设计出来的。如果你刷推觉得各种心潮起伏或者各种焦虑，建议停一下。

特别有大事发生的时候。

[treacle111 @treacle1111]

@bboczeng bobo真诚问价，刚好lease快到了😀

[Bojan Tunguz @tunguz]

It's over. ChatGPT 4.5 passes the Turing Test.

[GlowJames 追光🐬 @jameszz343698]

几个cursor/windsurf 维护开发大型项目的小技巧：
1，因为成熟项目一般都会封装分层，代码依赖比较多，在正式开发之前，要先让cursor/windsurf熟悉代码，如何熟悉呢，让他读代码，生成一份markdown文档，包括：项目整体架构概览，代码文件依赖关系，功能模块调用逻辑，关键代码文件定位索引等等。

[treacle111 @treacle1111]

顧小而忘大，後必有害；狐疑猶豫，後必有悔。斷而敢行，鬼神避之，後有成功。

[treacle111 @treacle1111]

@minoshimameguri You shouldn’t have that plastic surgery on your face. I loved the way you were. 😭

[treacle111 @treacle1111]

Can anyone please kindly tell me how to get a life?

[treacle111 @treacle1111]

I tried but the clouds won’t allow. So just allow me to capture this moment while I know something beautiful is happening above my head which I can not observe with my fleshy eyes🥲 #Auroraborealis #Seattle #HATEandTEARS