A live intelligence dashboard tracking the NVIDIA Physical AI ecosystem: developer issues, research papers, industry moves, and competitive landscape.
PM Claw is an opinionated intelligence tool for anyone building in the Physical AI / robotics simulation space. It aggregates signals from:
- NVIDIA Developer Forums — Isaac Sim & Isaac Lab issues
- GitHub Issues — IsaacLab, IsaacSim repos
- Reddit — r/reinforcementlearning, r/robotics, r/MachineLearning
- ArXiv — cs.RO, cs.AI papers
- X / Twitter — Key researchers and companies
- Industry news — TechCrunch, CNBC, The Neuron, a16z, Bessemer
Executive summary of 38 problems across 6 categories (Oct 2025–Mar 2026). Heatmap, trending topics, and weak signals.
Developer issue tracker with 4 lookback windows:
| Window | Issues | Key Theme |
|---|---|---|
| 1 Day | 2 | Edge deployment (Jetson Thor WebRTC) |
| 7 Days | 12 | Physics explosion bugs from USD imports |
| 2 Weeks | 16 | Blackwell GPU compatibility cluster |
| 1 Month | 22 | DX crisis (85+ Reddit upvotes), driver breakage |
50+ companies mapped across the NVIDIA Physical AI ecosystem:
- Humanoid robots (Figure, Agility, Unitree, Tesla...)
- Robot brains / foundation models (Skild AI, Physical Intelligence, GR00T...)
- Industrial giants (FANUC, ABB, YASKAWA, KUKA)
- Simulation competitors (Genesis AI, MuJoCo, Gazebo)
- Synthetic data & 3D assets (Lightwheel, Cosmos, Palatial...)
- NVIDIA partnership tiers (Deep → Active → Users → Competitors)
Weekly accumulated technology updates (Mar 22–29, 2026):
- 8 key ArXiv papers — UniDex, GR00T N1, LeRobot v0.5, ROS-LLM...
- 13 industry moves — Google+Agile Robots, Amazon humanoid acquisition, Arm AGI CPU, Figure at White House...
- X / social signals — ARC-AGI-3 benchmark, sim wars debate, VC landscape maps
PM-claw/
├── dashboard/
│ └── index.html # Single-file dashboard (no dependencies)
├── intel/
│ ├── problems.jsonl # Structured issue data
│ ├── ecosystem.md # Ecosystem research notes
│ ├── sources.md # Source URLs and methodology
│ └── briefs/
│ ├── 2026-03-28.md # Daily brief
│ └── daily/
│ └── 2026-03-29.md
├── PROJECT.md # Project spec
└── README.md
It's a single HTML file. No build step, no dependencies.
cd dashboard
python3 -m http.server 8888
# Open http://localhost:8888Or just open dashboard/index.html directly in your browser.
- Isaac Sim 5.1+ prioritized (pre-5.1 issues flagged)
- NVIDIA ecosystem as the primary lens
- Developer pain over marketing — what's actually broken, not what's announced
MIT