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Yang Zhilin Speech Transcript: Key Points and Summary
As AI enters a phase of deeper development, the focus of competition among models is shifting. In the future, the core will no longer be merely stacking parameter scale, but comprehensive competition centered on efficiency, architecture, and application capabilities.
First: An efficiency revolution—fewer tokens, stronger intelligence

This might be the most worth-watching AI course of the year. In 40 minutes, Yang Zhilin lays out the key logic of how AI will develop over the next few years—from Scaling Law to the next-generation model architectures, and then to agent intelligence. He didn’t just talk about one product; he broke down a bigger question: how will AI in the future evolve?

《bStocks Practical Guide》— Chapter X: How beginners can get started with bStocks quickly
bStocks has only been out for a short time, and I started hands-on right away. From buying my first NVDAB to now, I’ve already converted part of my US stock positions into on-chain form.
Today I’m sharing a practical, information-packed guide based on the official documentation and my hands-on experience, to help everyone take fewer detours.
╰✦ 1. What exactly is bStocks? (Core concepts—get it in one minute)

Every four years, the World Cup rolls around. I’ve been losing at my predictions again—but today a friend introduced me to a project: ProBix, an AI-driven event intelligence network that can turn real-time sports data into dynamic probability models for the next generation of prediction markets.

It should be confirmed that sunny77 has been arrested. Someone who has slept with her says that she was arrested because sunny77’s overseas account earns more than 100,000 per month.

Mm, you just spent over $3 million to get a Richard Mille a moment ago, and then right afterward you also spent several hundred W on “Croesus’s Xiaolongnu” at Croesus’s “Xiaolongnu.” That’s wild.

以下西方公司把AI业务迁移到了中国模型： 1. lindy → deepseek v4 2. cursor → kimi k2.5 3. coinbase → glm-5.2 + kimi 2.7 4. shopify → qwen 5. airbnb → qwen 6. uber eats → qwen2 7. siemens → deepseek + qwen 8. chapsvision → qwen 9. microsoft → testing

OneKey is launching its biggest promotion of the year, lasting only until July 15. If you miss it, you'll have to wait another year. During the event, any hardware wallet purchased will come with a free BTC card directly inside the box. After receiving the item, simply scan it with the OneKey App, and the BTC will be credited immediately. The entire process requires no KYC and no extra steps—it's a true unboxing surprise.

50 websites Google doesn't want you to know about – Suggest bookmarking each one now
1、12ft. io —— Bypass any paywall
2、libgen. is —— Massive free e‑books and textbooks
3、sci-hub. se —— Free download of research papers
4、alternativeto. net —— Find free alternative software
5、justwatch. com —— Check which platform streams a certain show
6、archive. org —— View archived versions of any web page

These past couple of days, the MGBX lottery event, many KOLs either directly use my images and copy, or directly plagiarize my copy. You can feel free to use the copy, but can you add a condition to follow me? Haha

Still relying solely on ChatGPT? Honestly, that's outdated.
This message may only appear once, so we recommend saving it immediately.
- Chat conversations → ChatGPT
- Diagrams/charts → Opal
- Writing articles → Claude
- Creating documents/reports → Manus
- Building landing pages → AntiGravity
- Making videos → Kling
- Organizing/summarizing content → NotebookLM
- Composing/making music → Suno
- Generating images →

The winner never claimed the prize, so I've decided to draw another one. Just leave a comment under this tweet!!! The rules are the same as the previous tweet. Grok will announce the winner at 10 PM.

How big is the gap between starting investing at 25 and starting at 35? Assume an annualized return rate of 7%, investing $20k each year until age 60:
Starting at 25: Investing for 35 years, total investment $700k, estimated final assets about $20k, with returns of about $700k.
Starting at 35: Investing for 25 years, total investment $500k, estimated final assets about $3.32M, with returns of about $714k.

10 incredibly strong free “must-have” tools on GitHub — I suggest you bookmark each one right away.
1. yt-dlp directly downloads video or audio from YouTube and 1800+ websites, preserving the original video quality, subtitles, and metadata. 171k stars, updated every two weeks—because YouTube always wants to crack down on it, but it never loses. It uses the “Unlicense” license, which is even freer than the public domain.
2.

The Best YouTube Channels for Learning AI in 2026 (No Fluff)! Bookmark This
1. Fundamentals – 3Blue1Brown
2. Deep Learning – Andrej Karpathy
3. AI Research – Yannic Kilcher
4. Practical AI – AssemblyAI
5. Large Language Models (LLMs) – AI Explained
6. Machine Learning Theory – StatQuest
7. Paper Simplification – Two Minute Papers
8. Generative AI

Mr. Bao Er already has 11 children. Is he planning to have 4 more?

The Nasdaq could also drop 82%! Don't blindly believe in the Nasdaq. The NASDAQ 100 Index is almost revered as an eternal god. Looking at the long-term chart, it appears to be a straight upward golden bull market. But does long-term upward really mean all the way up? If you only look at how much it has risen, but don't know how badly it has fallen, it means you haven't truly prepared yourself to face the market. Indexes can also be halved and then halved again.

Zhu Panggang sent it to Brother Chong—his intention felt like it was almost able to fool Sister Yi; he didn’t end up fooling Brother Sun. Sure enough, Brother Sun is still Brother Sun after all—it's you, Brother Sun.

I don’t know what it’s for, but it’s already blowing up in the KOL group. Brothers, just tap each other once—send the link over. I’ll tap everyone one by one for you!