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Similarity Radar

rotation-invariant landscape readout

privacy-safe synthetic demo

Landscape

MDS projection · global structure

sensing

modeling

decisions

validation

Invariant test

Rotate the map

The axes move, but pairwise distances and each point's radius percentile do not.

0°0°180°

0.84selected distance

P82radius percentile

0.93neighborhood trust

3density regions

Reading rule

Meaning lives in relationships

Treat orientation as arbitrary. Read proximity, radial position, density, and aligned change.

1vectors → distances

2projection with stated trade-offs

3rotation-invariant radius

4density and whitespace

5clusters and validation

6aligned temporal change

This demo uses deterministic synthetic points only. No private notes, embeddings, securities data, or generated project output are included.