Material Model

AGI/ASI is coming. But the physical world doesn't look very AI-able.

Many real-world tasks boil down to: see what's happening, decide what it means, do something about it.

LLMs are finally smart enough to run that loop.

Material Model is building an orchestration layer that lets everyone stitch sensors, LLM logic, and tools into AI agents that act on the real world.

Material Model Architecture

 +---------------+ +---------------+ +---------------+
 |Camera, other  | |Digital Data   | |Smart Sensors, |
 |Passive Sensors| |Sources        | |Drone, Robots  |
 +---------------+ +---------------+ +---------------+
        \                |               /        ^
         \               |              /         |
          \              |             /          |
           +-------------------------+            |
           |  User-Chosen Triggers   |            |
           +-------------------------+            |
                         |                        |
                         v                        |
  +---------------------------------------------+ |
  |Command Center ft. general-purpose agents    | |
  |     with strong visual capabilities         | |
  +---------------------------------------------+ |
          /              |              \         |
         v               v               v        |
     +------+         +------+        +------+    |
     | MCP  |         | MCP  |        | MCP  |    |
     +------+         +------+        +------+    |
        |                |               |        |
        v                v               v        |
 +------------+  +------------+  +------------+   |
 |Send email,  | |Smart       |  |Feedback    |---+
 |text, etc    | |devices     |  |            |
 +------------+  +------------+  +------------+