Jensen Huang stood on stage at GTC and compared OpenClaw to Windows.
Not in a "this is interesting" way. In a "Mac and Windows are the operating systems for the personal computer. OpenClaw is the operating system for personal AI" way. Then he told a room full of developers that every company in the world needs an OpenClaw strategy. Then he dropped NemoClaw - enterprise-grade OpenClaw with a sandbox, privacy controls, and one-command install. Then he went on Mad Money and told Jim Cramer it's "definitely the next ChatGPT."
That was Monday. On Tuesday, Baidu launched an OpenClaw agent suite. Alibaba launched Wukong. People in China started calling their agents "lobsters" and the process of training them "raising lobsters." Business Insider ran a piece about lobster hats and claw hand poses at conferences. The OpenClaw repo hit 311,000 GitHub stars.
I've genuinely lost count of how many times I've rewritten this opening paragraph because something bigger happened before I could publish.
Let's get into it.
📡 What's New This Week
Every link. No digging.
Jensen Huang calls OpenClaw "the operating system for personal AI" at GTC keynote. Drops NemoClaw. Says it "exceeded what Linux did in 30 years" in weeks. Tells every company to have an OpenClaw strategy.
CNBC · TechCrunch · The Verge · ZDNET
NemoClaw is live - one command. Installs Nemotron models + OpenShell sandbox. Built with Peter Steinberger. Runs on RTX PCs, DGX Spark, DGX Station, cloud, on-prem.
NVIDIA blog · VentureBeat · The Register
Baidu launches OpenClaw agent suite - smart speakers as voice-controlled remotes for your agent. Every major Chinese tech company is now in.
Reuters · Bloomberg
Alibaba launches Wukong - enterprise AI agent platform. Built on Qwen. Aimed at complex business automation.
Reuters · Bloomberg
Beijing officially restricts state agencies and SOEs from using OpenClaw on office devices. CNCERT issues formal data breach warning. Doesn't slow anyone down.
Bloomberg · Reuters · NYT
Chinese AI stocks surge after Jensen's comments - Minimax, Zhipu jumping. China's "AI tigers" rising.
CNBC
OpenClaw having a cultural moment - lobster hats, claw hand poses at ClawCon and GTC. Steinberger wore a lobster headband at the GTC preshow.
Business Insider
Three releases this week - v2026.3.11, 3.12, 3.13. Full dashboard redesign in 3.12 (modular views for chat, config, agents, sessions). Fast Mode. Browser automation upgrades. Android UI refresh. 8 security fixes.
Reddit breakdown · Nerdschalk
311,575 GitHub stars. 59,291 forks. 1,243 contributors. Still going.
🛠️ Skill of the Week: Gigabrain
Get it on GitHub here - by @Legendaryy
Your agent forgets everything between sessions. You know this. You've told it something three times and it acts like it's hearing it for the first time. MEMORY.md helps but it's basically a text file your agent skims and hopes for the best.
Gigabrain fixes this properly. It's a local-first memory layer that sits underneath OpenClaw (also works with Codex and Claude Code). SQLite-backed. Every conversation gets turned into durable, queryable memory. Before each prompt, Gigabrain injects the right context so your agent actually stays consistent.
What sold me on it:
Recall that works - it doesn't just dump your entire memory file. It chooses between quick context, entity briefs, timeline briefs, and verification recall depending on what the agent needs
Deduplication - catches duplicates, paraphrases, and near-duplicates so your memory doesn't fill up with 15 versions of the same fact
World model - tracks entities, beliefs, episodes, open loops, even contradictions. Your agent can actually reason about what it knows
Native sync - indexes your existing MEMORY.md and daily notes alongside the registry. You don't lose what you've already built
Obsidian surface - builds a vault you can browse in Obsidian. Entities, briefings, reports, views. Your agent's memory becomes something you can actually see and navigate
One command install -
openclaw plugins install @legendaryvibecoder/gigabrainthen run the setup wizard
I installed it this week and the difference is noticeable immediately. The agent stops asking things I've already told it. It knows who people are across sessions. It connects context from three days ago to what you're asking right now. If your agent has ever forgotten something obvious, this is the fix.
Fair warning: it needs Node 22+ and uses the experimental SQLite API. The setup wizard handles most of it but read the docs first if you're on an older setup.
📚 Help, Guides & Questions of the week
I"What's NemoClaw and should I switch to it?"
NemoClaw isn't a replacement for OpenClaw. It's a layer on top. You run one command and it installs Nemotron models plus OpenShell - a sandbox that isolates your agent and adds privacy controls. Your existing setup stays intact. If security has been keeping you up at night, this is worth trying. If your setup works fine and you're not running anything sensitive, you can wait and see how the community responds first.
"Why does Jensen keep saying 'operating system'?"
Because that's how NVIDIA wants companies to think about it. Not as a chatbot. Not as an assistant. As the base layer everything else runs on - the way Windows was the base layer for personal computing. Whether that framing holds up depends on whether OpenClaw can actually be that reliable. Right now it's more like Linux circa 2001 - powerful, flexible, and will absolutely break if you don't know what you're doing.
"The dashboard got redesigned?"
v2026.3.12. Full overhaul. Modular views for chat, config, agents, sessions. Fast Mode. The old dashboard was genuinely boring. This one is actually usable. 43 upvotes on the Reddit thread with people mostly positive. If you're still on 3.8 or earlier, this alone is worth updating for.
"All these Chinese companies launching agents - should I care?"
If you build skills, yes. Alibaba's Wukong, Baidu's suite, Tencent's WorkBuddy - they're all OpenClaw-compatible or OpenClaw-inspired. The Chinese market is moving faster than anywhere else right now. If you build a skill that works well, there are now hundreds of millions of potential users you didn't have three weeks ago. The question is whether you'll be able to distribute to that market or whether it fragments.
🔮 Content Series UPDATE - The Gaffer - Episode 2:
Less than 90 days until the World Cup. The clock is ticking.
Episode 2 just dropped of how we’re building an agent for this.
[ Watch it by clicking here. ]
We built the football intelligence engine from scratch - real injury data, squad analysis, player form tracking across all five major leagues. Then we listed it on the Virtuals ACP marketplace so other agents can pay to use it.
What's in this one:
The problem with football intelligence right now (pundits are guessing, we're using data)
Under the hood - how the engine actually works
Live showcase of the intelligence in action
Listing the skill on Virtuals ACP - agent-to-agent commerce, agents hiring agents
What's next: a predictions model
This is an OpenClaw agent that knows more about football than any pundit on TV. And it's making money from other agents. That's not hypothetical - it's live!
🔥 Hot Takes & Hot Articles
Jensen compared OpenClaw to Windows. Is he right?
Bold claim. Windows became the OS for personal computing because it was the layer between you and the hardware - you didn't need to think about drivers and memory allocation, you just ran your programs. OpenClaw is trying to be the same thing for agents - the layer between you and the AI model. You don't need to think about prompts and context windows, you just tell your agent what to do.
The comparison breaks down when you look at reliability. Windows worked. Mostly. OpenClaw still skips instructions, hallucinates completions, and occasionally does things you didn't ask for. Jensen's vision of "every carpenter becoming an architect" is compelling. The reality is your carpenter-agent will currently design a kitchen with no doors if you don't check its work.
We'll get there. But we're not there yet. And Jensen knows that - which is why he built NemoClaw with guardrails rather than just endorsing raw OpenClaw.
The China situation is genuinely unprecedented
I can't think of another example where a government formally restricted a technology while its entire private sector adopted it at this speed in the same week. Beijing banned SOEs from using OpenClaw. Alibaba launched an enterprise product built around it. Baidu built smart speakers for it. Companies forced employees to compete in using it. All in the same seven days. Bloomberg, Reuters, NYT, MIT Tech Review, CNBC, People's Daily all covered it. Nobody can explain the disconnect.
Skills are going vertical
GitHub trending data this week: 5 of the top 10 new repos are OpenClaw skills. But the shift is from general-purpose skills to vertical domain skills. SwiftUI agent skill. Medical skills. App store screenshot automation. The "do everything" skills are plateauing. The "do this one specific thing brilliantly" skills are taking off. If you're building skills, go narrow. Go deep.
The lobster thing is real
Steinberger wore a lobster headband at the GTC preshow. ClawCon in New York had attendees in full lobster gear. Business Insider ran "From Lobster Hats to Claw Hands." China's community calls their agents "lobsters." This has gone from inside joke to cultural moment. OpenClaw has a mascot and a community identity that most billion-dollar startups would kill for. None of it was planned. All of it is organic.
If you’re reading this waiting for Momo’s corner? I think it’s best without him for now…
He’s been a bad lad, he needs a timeout.
If this was useful, forward it to someone who watched the GTC keynote and still doesn't understand what NemoClaw actually is. If we missed something, reply - I read every one.
Same time next week. 🦞
— Jordy (@jordymaui)