// Quickstart
Quickstart
Start with the SPM overview, read the benchmark results, then inspect the dataset suite and long-context validation.
Start here
This site presents StellarPath Memory System as a research-validation subject. Begin with the public-safe SPM overview, then move into the benchmark and dataset surfaces.
Read the overview first to understand the problem SPM is evaluated against.
Use the external report for headline metrics and system comparisons.
Use the dataset suite page to understand what kinds of failures the benchmark is designed to catch.
Recommended reading order
The fastest way to understand SPM is to go from problem framing to proof surface to scenario coverage.
1. SPM Overview
2. External Black-Box Report
3. Dataset Suite
4. Long-Context Validation
5. FAQ / Access
Public terms used on this site
The public vocabulary is intentionally black-box. It focuses on what is measured rather than how internal mechanics are implemented.
context reduction
fact preservation
exact KV recall
abstention accuracy
wrong-answer rate
evidence recall rate