Robotaxi 실주행, 위성 교통 관리, 작업형 에이전트 연결

I took four Unsupervised Model Y Robotaxi rides today, totaling 50 minutes and 8 miles of travel for a combined $27.25. I took one 20 minute Uber ride today for $33 (including tip), and it smelled.

Tesla Robotaxi just drove us 35 minutes across Austin to our hotel perfectly and dropped us off directly in front of the door. The driving and comfort on these unsupervised cars are next level. It even avoided road debris. So impressed after all the rides I took today @robotaxi

One company alone managing more than 11,000 satellites in orbit is completely insane SpaceX is basically becoming the traffic controller of low Earth orbit Every Starlink satellite has autonomous collision avoidance onboard If collision probability rises above just 1 in 100,000, the satellite begins planning an avoidance maneuver That is 10× more conservative than the 1-in-10,000 industry threshold SpaceX cites But the impressive part goes beyond Starlink itself SpaceX continuously shares precise orbital data and planned trajectories with the U.S. Space Force, LeoLabs and other satellite operators so everyone can screen for potential conjunctions and coordinate maneuvers Starlink satellites can then calculate safer trajectories and autonomously move when needed 11,000+ spacecraft Constantly moving Constantly tracking risk Constantly coordinating with everything else in orbit SpaceX built the largest satellite constellation in history and then built an autonomous traffic management system around it

Elon Musk

@elonmusk

1일 전

Starlink now in UAE! 🇦🇪

Meta Muse Spark 1.3 is now free on OpenCode

Quite a pleasant surprise to see that Meta's Muse Spark 1.3 demo is showing it control Notion first. :) https:// developer.meta.com/ai/models/muse -spark/ …

Boris Cherny

@bcherny

1일 전

Background computer use is underrated

Inside OpenClaw 2.0 🦞 OpenClaw founder @steipete joins @Pat_Erichsen , @hrudolph and @jlehman_ to discuss the rebuilt Control UI, multiplayer collaboration, stability work, dashboards, memory, skills, and worker nodes.

OpenClaw 2.0 now supports per-user OAuth for MCP servers E.g. if several people share an OpenClaw bot in Slack, each person can connect their own Gmail, calendar, or other accounts. They get a sign-in link in chat, and OpenClaw uses their connection! SUPER powerful with

Good measurement work on whether retrieved agent skills actually help. They report that agent skills that lift your aggregate score can be hurting every task they touch. The usual way of checking compares tasks where a skill was retrieved against tasks where none was. Those are different tasks, so the comparison mixes the effect of retrieval with the effect of which tasks trigger it. The fix presented in the paper is a matched comparison. Retrieval-Invoked Actual-Use Effect runs the same task twice, once with skills enabled and once disabled, and counts only tasks where the agent actually retrieved something. Across 17 LLMs on coding and math, models frequently show positive aggregate retrieval lift alongside a negative same-task effect. On MBPP+, several models that look beneficial system-wide are hurting themselves on exactly the tasks where retrieval fired. Anyone maintaining a skills directory can run this against their own stack today. Paper: https:// arxiv.org/abs/2609.00549 Chat with Paper: https:// academy.dair.ai/papers/skill-f ollowing-evaluating-actual-skill-use-in-retrieval-enabled-llm-agents-2609.00549 …

Fable 5.1 is blowing up right now. People are building entire games + worlds with it. 10 wild examples:

10. Minecraft meets Red Dead Redemption

“Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement” Coding agents right now struggle to build software continuously over long horizons. This paper wraps existing coding agents in repeated planning, coding, and independent testing loops,