Lab · Experiment 001

Grid drill

Nov 2026 · Interactive map · Didn't ship

What if every place on Earth had a short code you could zoom into, one cell at a time? I built it in a day, then tested it with an AI agent over 600 runs.

Click a cell, or type the one you see (b then 3) to go one level deeper. Arrows move to a neighbor, Backspace goes up.

From the world to the Obelisco in six clicks

  1. Step 1: cell C2.B2

    01 C2.B2 · 2,062 km

  2. Step 2: cell C2.B2.C2

    02 C2.B2.C2 · 515 km

  3. Step 3: cell …C2.C3

    03 …C2.C3 · 129 km

  4. Step 4: cell …C3.B2

    04 …C3.B2 · 32 km

  5. Step 5: cell …B2.A4

    05 …B2.A4 · 8 km

  6. Step 6: cell …A4.A3.B4

    06 …A4.A3.B4 · 503 m

29 m

typical miss, AI alone

319 m

typical miss, AI with the grid

600

agent runs

74 → 29 m

after fixing one number

Median miss over 50 random pins, three runs each. Measured on November 6, 2026.

Idea

A zip code for the whole world.

goncy shared a prototype where letters split the map into a grid. It didn't work for people, because places next to each other got very different codes. I wondered if the same grid could help an AI agent point at a spot on a map.

Build

A grid tied to the world, not the screen.

Each level splits a cell into 16. Places that are close share the start of their code, and at any level you can step to a neighbor instead of starting over. Drag, click or use the arrow keys.

Test

Find a red pin with nothing to search for.

I dropped a red pin at a random spot near 50 cities. The agent drove a real browser and had to report where the pin was. Half the runs used the mouse wheel. The other half could jump into grid cells. Each pin ran three times.

Result

The plain browser won.

With the grid, the agent took a few big jumps and stopped at city level. With the mouse wheel, it kept zooming in small steps and landed within 29 m. In an earlier, simpler test the grid had won, which is a good reason to test against the real thing.

Lesson

Better instructions beat a new tool.

The biggest gain came from one wrong number in the agent's instructions. Once they said how much one scroll really zooms, the typical miss went from 74 m to 29 m.

Watch it run

The demo above, driven with real clicks from the world to the Obelisco and back. No sound.

Sources