Activity v1

Embedding Space Explorer

Inspect deterministic vector geometry similarity measures and ranking changes across a small semantic corpus.

completion
beginner
seed 11

Embedding Space Explorer: Baseline

Explore the core controls with stable inputs and visible assumptions.

Assumptions

The simulation is deterministic and intentionally simplifies provider and hardware behavior.

Failure injection

Stable baseline with no injected production fault.

Cosine similarity compares direction, not magnitude. The weight control deliberately distorts one dimension so ranking sensitivity is visible.

Dimension 10.95
Dimension 20.20
Dimension 30.16
#1
Retrieve evidence from a document index
0.999
#2
Attach supporting sources to an answer
0.987
#3
Query current account state from a database
0.765
#4
Train a classifier from labeled examples
0.332
0 saved attempts

Expected outcomes

  • Calculate and compare cosine similarity
  • Recognize metric and representation sensitivity

Connected concepts