
Our benchmark has a failure section. On purpose.
The trail-learning convergence criterion was not met, and it is in the report anyway. A benchmark you can only pass is not a benchmark.
3 min read
Blog
Engineering notes on navigation, ingestion, agent memory and honest benchmarking, written by the people who ran the experiments.

The trail-learning convergence criterion was not met, and it is in the report anyway. A benchmark you can only pass is not a benchmark.
3 min read
The paper carries the full architecture, the benchmark tables and the findings that failed their criteria.