Ellen’s had a tough week https://t.co/cSVGvwCoy2

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The community asked. The decision has been made. The OpenClaw 3D office will be open-sourced. Step 1 ✅ Domain secured: https://t.co/Srtnjhkit4 Step 2 🚧 Looking for builders and collaborators to join the project. Step 3 ⏳ GitHub repo coming soon. If you want to help build the AI workplace, reply “CLAWS” and I’ll reach out.

I asked @Alfred_Lin of @sequoia: Which companies are gonna fail? "I work in a business where our most successful fund had a 50% write-off rate. “The companies that are most vulnerable have very similar characteristics.” “It’s the companies that don’t embrace change.” “They don’t understand that they’re in a paradigm shift. They think what worked yesterday will work today.” “What was a moat yesterday and what is a moat today are completely different.”

This is even more absurd in the context of the fact that Australia operates an actually more efficient system than the US when it comes to early stage trials, at least for humans (would expect this transfers to dogs). https://t.co/wvQzG5BO3k

new ultimate bumper sticker arrived thanks to jason cryer at smile worldwide (all of his stickers are so good) https://t.co/QlYelVa47A

Attack of the 50 Foot Woman (1958) dir. Nathan Juran https://t.co/hiCjYETSQ7

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Openclaw vibes in China. Packed as usual. https://t.co/Ml6tSQOTve

Openclaw vibes in China. Packed as usual. https://t.co/Ml6tSQOTve

https://t.co/Qvqllzde6J

https://t.co/Qvqllzde6J

I've been practicing historically accurate remote viewing for the past 2 years, moving gradually backwards in time as my skills developed. Yesterday I attempted to remote view Eden. This is what I saw. https://t.co/1Kurk7vM3b

I will be doing a FREE live session on building and optimizing skills in a few days. I believe building Agent Skill is one of the most important skills you could learn today. https://t.co/1cPggXyv8N

Bought some sunglasses to commemorate fast mode https://t.co/AC1LmXPKe8

// Continual Learning from Experience and Skills // Skills are so good when you combine them properly with MCP & CLIs. I have found that Skills can significantly improve tool usage of my coding agents. The best way to improve them is to regularly document improvements, patterns, and things to avoid. Self-improving skills don't work that well (yet). Check out this related paper on the topic: It introduces XSkill, a dual-stream continual learning framework. Agents distill two types of reusable knowledge from past trajectories: experiences for action-level tool selection, and skills for task-level planning and workflows. Both are grounded in visual observations. During accumulation, agents compare successful and failed rollouts via cross-rollout critique to extract high-quality knowledge. During inference, they retrieve and adapt relevant experiences and skills to the current visual context. Evaluated across five benchmarks with four backbone models, XSkill consistently outperforms baselines. On Gemini-3-Flash, the average success rate jumps from 33.6% to 40.3%. Skills reduce overall tool errors from 29.9% to 16.3%. Agents that accumulate and reuse knowledge from their own trajectories get better over time without parameter updates. I have now seen two papers this week with similar ideas. Paper: https://t.co/YXrHcJ6Zim Learn to build effective AI agents in our academy: https://t.co/1e8RZKs4uX

decent sunset last night, maybe like 7/10 https://t.co/6wgRobX3wt

Biden always has a nasty orange Gatorade in his inventory 😭😭 even Jesse Jackson’s funeral dawg give it a rest, a blue Gatorade for respect at least https://t.co/IweSYZfiIS

A small thank you to everyone using Claude: We’re doubling usage outside our peak hours for the next two weeks. https://t.co/W7TEBPditq

I need more movies like after hours where some guy just runs around having the worst day of his life https://t.co/IqWArXtuQd

This is such a funny thing to have a ghost do to you https://t.co/z5U9KHqFXF

This is such a funny thing to have a ghost do to you https://t.co/z5U9KHqFXF

https://t.co/X0CHBm19Bc

https://t.co/X0CHBm19Bc

The new upgrade of Grok Imagine is absolutely 🔥🔥 Download @Grok and try it now. https://t.co/j309HBhSEe

Perplexity has crossed 100M+ cumulative app downloads on Android. This doesn't account for the soon-to-wide-roll-out Samsung native integration, which will take our distribution to the next level. https://t.co/46BSYyaJRe

Cool work by Petr: https://t.co/Zu2ACCwFvT chrome-cdp skill here: https://t.co/CCulLGEojV

The chrome-cdp skill is fire! It lets your coding agents see and interact with your live Chrome sessions. No browser automation framework needed. Already started to automate a few tasks with it. Skills are a lot of fun to build with. https://t.co/H91r028Bby

https://t.co/kbjVzgM1d3

https://t.co/kbjVzgM1d3

“People laughed when we shipped the first 64-bit phone.” @clattner_llvm CEO of @Modular: “At Apple we worked backwards from the user and the problem, not forward from the technology.” “I helped enable the software behind Apple’s silicon transformation and the first 64-bit iPhone.” “People said it was ridiculous, why would a phone need 64 bits?” “But when it launched, it blew everyone away.”

This is pretty good https://t.co/yWyQxsbIod https://t.co/rhPedzuczz

This is pretty good https://t.co/yWyQxsbIod https://t.co/rhPedzuczz