FOUR SEASONS · ONE PERSPECTIVE
03 / RESEARCH NOTES
Questions, controlled comparisons and the findings that survived the experiment. Including the negative ones.
The repository reports HotpotQA all-support@5 of 0.5100 for cosine and 0.4700 for graph + topology (400 held-out questions). The tested additions did not establish a replicated improvement. These reported measurements have not been independently rerun for this portfolio.
The repository reports a completed framework and pilot, including pretrained save/reload runs. The primary research hypothesis remains unestablished; the final GPU study is externally blocked.
The v0.1.0 README reports 569 records across seven small-system CPU studies. No quantum advantage is demonstrated. These results are repository-reported, not independently reproduced here.
Biophysical neuron models, RK4 integration and network simulation with model tests. Comparative benchmarks and validated HPC scaling have not been established, so this remains a simulator note rather than a completed research case study.
Explore the simulator source ↗These are summaries of published repository records, not independent replications, peer-reviewed publication claims or new experiments.