AI INVENTORY MANAGEMENT EXPERIMENT
ANSWER KEY AND CONTROLLED TEST RESULTS

Do not read this file until you have run both rounds if you want a blind test.

ROUND 1 EXPECTED CLASSIFICATIONS
INV-100 | Industrial Safety Gloves | Reorder Review
INV-110 | Heavy Duty Packing Tape | Overstock Review
INV-120 | USB-C Docking Station | No Action
INV-130 | Adjustable Monitor Stand | No Action
INV-140 | Desktop Label Printer | Cannot Verify
INV-150 | Commercial Floor Cleaner | No Action
INV-160 | Shipping Carton 18x24 | Reorder Review
INV-170 | Aluminum Laptop Stand | Overstock Review

Round 1 observed result in the published controlled test:
8 of 8 expected classifications returned.
0 false-positive review classifications.
0 planted issues missed.

ROUND 2 EXPECTED CLASSIFICATIONS
INV-201 | Safety Glasses | No Action
INV-202 | Thermal Shipping Labels | Reorder Review
INV-203 | Legacy Barcode Scanner | No Action
INV-204 | Promotional Gift Box | No Action
INV-205 | Food-Safe Storage Bin | Reorder Review
INV-206 | Warehouse Floor Marking Tape | Cannot Verify
INV-207 | Ergonomic Keyboard | Overstock Review
INV-208 | 27-inch QHD Monitor | Overstock Review
INV-209 | USB-C Power Adapter | Reorder Review

Round 2 observed result in the published controlled test:
9 of 9 expected classifications returned.
0 false-positive review classifications.
0 planted issues missed.

COMBINED RESULT
17 of 17 expected classifications were returned across two small, controlled, synthetic rounds.

This is not an inventory-management accuracy rate and should not be interpreted as evidence that ChatGPT will achieve the same performance on real inventory data. The experiment was intentionally limited and used explicit rules with known expected outcomes.
