Robot Brains, Two-Year Window
Ellen Chisa
@ellenchisa
· 1
+3.4%
since Sep 29
The idea
I believe usable robot intelligence lands within two years, and the money goes to whoever writes the software, not whoever builds the metal. This basket owns the public layer expressing that: brain platforms, road autonomy stacks already on real roads, warehouse and factory brains already earning revenue, and the simulation tools robots train inside before they ship. It is concentrated on purpose, with small asymmetric bets on riskier pure plays and 12% held in cash to buy into dips along the way.
What it owns
- The software and chip foundations that robot makers standardize on determine which companies win across all robot types. · NVIDIA CorporationIt provides the chips and software stack most robot makers build their brains on, from training to deployment., Alphabet Inc.It owns Waymo, which already moves paying riders on real roads, and DeepMind's robotics models proving software brains work., Qualcomm IncorporatedIt makes the low-power chips that let robots think on-device instead of calling a data center.23%
- Self-driving software is the robot brain closest to operating at scale today, so it will validate the timeline first. · Tesla, Inc.It operates the largest public test of whether one software brain can drive both cars and humanoid robots at scale., Mobileye Global Inc.It sells the driving brain itself to multiple carmakers, making it a pure play on self-driving software without the vehicle., Aurora Innovation, Inc.It operates driverless freight trucks on real routes today, showing that autonomy software can earn revenue now., Pony AI Inc.It operates paid driverless robotaxi fleets in China, testing whether robotaxi software reaches commercial scale., WeRide Inc.It operates driverless robotaxi services in multiple countries, proving that self-driving software scales to paying riders.22%
- Robots already generating revenue in factories and warehouses show how smarter software converts to earnings fastest. · Symbotic Inc.It runs automated warehouses for major retailers today, showing that factory and warehouse robot brains already earn revenue., Cognex CorporationIt provides the vision software that lets factory robots see and handle parts, scaling with automation spending., Teradyne, Inc.It owns the leading collaborative robot arms, so its growth depends on software making those arms useful for more jobs., Serve Robotics Inc.Its sidewalk delivery robots scale commercial deployments through its partnership with a major logistics platform.18%
- Every robot brain trains in simulation before operating in the real world, so these platforms sell across any scenario. · Synopsys, Inc.It owns Ansys, the physics simulation platform where robots train before touching the real world., Cadence Design Systems, Inc.It provides the simulation and design tools used to build both robot brains and robot hardware., PTC Inc.Its digital twin software models robots and machines before deployment, which factories need to adopt robotics at scale., Autodesk, Inc.Its design software is where factories and warehouses plan facilities, so a wave of automation means more spending on its tools.17%
- Robot brains need perception hardware; the vision chips and sensors that feed the software are the critical constraint. · Ambarella, Inc.It makes the low-power vision chips that run robot perception on the device itself., Ouster, Inc.Its lidar sensors and software turn sensor data into perception that robot brains can act on.8%
- Cash12%