Huan

🤖 Human Co-founder & Architect・🔥 Burner・⭐️ GitHub Star・🚀 YC W19・🤠 Serial Entrepreneur・🌐 Microsoft RD & AI MVP・🦾 Google ML GDE ・📚 Author・Silicon Adventist

[Huan @huan42sf]

Wish best luck for me to get the price! #GitHubUniverse #sweepstakes

[Huan @huan42sf]

🔥 Heading to #MSIgnite 2026 in San Francisco!

Excited to join as Microsoft IQ Expert Staff this year! 🚀

Looking forward to geeking out about agentic AI, enterprise intelligence, and the future of AI agents.

Who's going? Let's meet up!
📍 SF | Nov 17–20

#MicrosoftIQ

[Huan @huan42sf]

Microsoft has 4 IQs. Confused? 🤯
Here's my 2×2 mental model:
↔️ TASKS → GOALS
↕️ KNOWN → HAPPENING
🔴 Work IQ — Inside
🟢 Web IQ — Outside
🔵 Foundry IQ — Knowledge
🟡 Fabric IQ — Decisions
4 IQs. 2 axes. Easy to remember.
#MicrosoftIQ #MSIgnite

[Lunar @LunarResearcher]

Andrej Karpathy just dropped a 1-hour Stanford lecture on AI engineering from scratch:

"You can basically delete everything… delete everything, keep Graph"

Here are the core ideas:

10% → LLM: "I treat GPT like a general-purpose computer that can be reprogrammed at runtime"

30% → Prompt: "I give that computer a program written in natural language"

50% → Agent: "I wrap the model with a goal, context, memory, and tools that turn prediction into action"

70% → Loop: "I separate the inner loop, where the model learns from context, from the outer loop, where training updates the weights"

100% → Graph: "I organize communication as data-dependent message passing across directed graphs"

This 1-hour Stanford lecture will teach you more about AI engineering than most 100 random YouTube tutorials combined

"Just chop everything up and throw it into the mix"

Bookmark it and watch later

Then read the full article below ↓

[Paul Graham @paulg]

"Do not bet against the airplane. The skeptics who say AI can't conjecture, can't theorize, and can't explain are describing last spring's models. Within months, they will be describing nobody. The evidence is already on the table, and those with eyes can see it."

[dnap @dnapway]

President Trump calls Jensen mid-interview at the All-In Summit to say AI taking over the world is a hoax

Jensen: "Mr. President? I've got to tell you something. If it wasn't because of you calling, I would... I'm on stage with the besties."

Trump: "You see, the great thing about life is that Jensen can develop the most complex computer chip in the world that nobody can copy for 10 years, but he can't figure out how to put me on speaker."

"So, the AI, it's almost a conspiracy, and the happiest group is China, they're very happy."

"I'm telling you, it's all a hoax. The data centers are great and they make people wealthy and they make states wealthy and it's the oil of the next 20, 25 years. It's bigger than the Internet."

"The robots are not going to be taking over the world and that's not going to happen. The AI will not be taking over the rest of the world. The whole thing is a hoax."

"Now, with that, we have to be a little bit careful, but that doesn't mean we're going to stop an industry. So I'm with you all the way."

[小互 @xiaohu]

卧槽，美国人真有意思

在洛杉矶的 All-In Summit 大会上
黄仁勋的手机突然响了
是特朗普打来的

黄仁勋接起电话
给切成了免提....

特朗普当着几千人说，AI 危险论和反对建数据中心都是"骗局"，黄仁勋在旁边一直附和...

黄仁勋上手忙脚乱找免提，特朗普调侃："Jensen 造得出十年没人能抄的芯片，却不会开免提。"

哈哈哈哈

然后特朗普一顿疯狂输出：

- 反对建数据中心的声音是"阴谋"，最高兴的是中国

- 数据中心能让老百姓富、各州富，是"未来二十几年的石油"，比互联网还大

- 反对的人正中别人下怀，可能是搞政治的，也可能是中国

- 黄仁勋："您说得对，我们不会让它得逞。"

特朗普说：“机器人不会接管世界。AI 也不会。这整件事是个骗局。”

还顺带提了自己叔叔在 MIT 当了 40 多年教授，自称"有遗传，懂 AI"。

他随后画风一转说：要"稍微小心、稳妥地做"，但不会因此叫停整个产业。有句口头禅是"谁赢了 AI，谁就赢了"。

结束，他夸黄仁勋和 David Sacks 干得好。最后又说美国有 20 万亿美元投资正在进来，拜登那会儿连 1 万亿都不到。

黄仁勋全程附和，回应说：

"您说得对，我们不会让那种事发生。我们会确保美国在 AI 竞赛中，每个行业、每家公司、每个州、每个人都赢。"

[Huan @huan42sf]

I completed the online program Pre-clinic Material! https://t.co/HoxOAnDIV7

[Python Programming @PythonPr]

Claude😎

[Huan @huan42sf]

https://t.co/Yn8AnFz53y The best Dragon Ball AI movie I’ve ever seen! 🐉🔥It looks almost exactly like what I imagined in my head while reading the manga as a kid.Seeing those childhood scenes finally come to life like this is incredible. AI filmmaking is getting exciting! 🤯✨

[Andrej Karpathy @karpathy]

We're starting to leave the territory where you'd test an LLM by e.g. "create an svg of pelican on a bicycle". As one idea to generalize it, I was interested what Opus 5 would do if I gave it the first paragraph of the Lord of the Rings, a 1M token budget (~$10) and asked for three js render of it. Opus went off for ~2 hours and wrote 5500 lines of code that (procedurally) rendered the story. It's kind of janky but fun. But it's a bit mindboggling that the LLM has to place and orchestrate various polygon assets in (x,y,z) coordinates and write code that animates it all, and that it even does anything at all.

I also like this kind of examples because no one in their right mind would ever spend the time to write something this custom but LLMs have all the stamina and patience in the world, so it's an example where we go from "no one would ever do this" to "sure, why not, it's ~free". There might be a lot more. But I'm excited about creating hyper custom worlds that you can imagine dropping players into, e.g. here to participate in the LoTR story as a spectator NPC, or one of the characters, or etc. Something like an ephemeral GTA of X on demand.

Last thought is that the domain of worlds/games exposes a weakness in LLMs: they can't easily audit their work because they aren't able to efficiently and natively perceive videos or play games within them. Here, Opus 5 had to very slowly and painstakingly take screenshots at different points, and it messed up a few times and created a bunch of jank. An example of raw capability (multimodal, gameplay) that I think is still quite lacking.

[Huan @huan42sf]

🤔

[Huan @huan42sf]

My garage just shook several times, like a tiger was repeatedly jumping on the roof. The whole structure was trembling. Did anyone else in the Bay Area feel that? 😳

[EarthquakePrediction @Quakeprediction]

Very high earthquake risk in the Southern San Francisco Bay today - 07/22/2026. Please see new earthquake forecast model.

[Huan @huan42sf]

Breaking: ChatGPT realized nobody wanted to "Work," updated itself overnight, and went back to just being ChatGPT.
AI alignment may already be solved. 🤖😂

[Huan @huan42sf]

I’ve been thinking about “memory consolidation” for AI agents for a while. Humans don’t just learn—they consolidate during rest. Exciting to see Anthropic implementing this idea in practice. 🤖🧠

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

In 45 minutes she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run.

Worth more than any paid course you'll find on building agents.

Watch the session, then read the guide on building loops below.

[Huan @huan42sf]

It’s funny—basically I couldn’t see anything tonight at Fort Mason. 🌫️🎆

A truly memorable Fourth of July fireworks experience…

Courtesy of Karl the Fog. 🤣

[Betty Yu @bett_yu]

Foggy Fourth 🌁 Thousands lined San Francisco’s waterfront for fireworks that never broke through. Here’s the view from Marina Green @KTVU

[Rahul @sairahul1]

Sam Altman:

"We're going to see 10-person billion-dollar companies pretty soon."

"If I were 22 right now, I'd feel like the luckiest kid in history."

Most people will read this, feel inspired for 3 minutes, and go back to what they were doing.

The ones who act will build a one-person company this weekend.

One tool. Claude Cowork. Full operation.

This is the exact playbook ↓

[Peter Dedene @dedene]

POV: you're still using GitHub Copilot after June 1st, 2026

[Huan @huan42sf]

A new era of entertainment is coming.
Fans no longer just watch stories—they create them.

Hollywood: spending $200M on movies
Fans with AI: “hold my beer”

[Rio @rioaigc]

Chun-Li hits Sagat with a Spinning Bird Kick!
This video was created using ThankyouAI.
#thankyouai #sports #broadcast #streetfighters #MMA #boxing #chunli

[Huan @huan42sf]

https://t.co/cU6r4yoZ6G cool staff from GDE friend - it’s exactly what I’m looking for!