AICoevolution/s64-orbital-v1

S64 Orbital Mechanics Dataset (Paper 03)

This dataset accompanies Paper 03 and contains minimal reproducible artifacts plus curated JSON run outputs used to generate the figures.

Repository Structure

s64-orbital-v1/
│
├── README.md
├── S64-orbital-paper.md
├── references.bib
├── title-block.tex
├── render.bat
│
├── open_source/
│   ├── semantic_telemetry.py
│   └── README.md
│
└── analysis/
    ├── scripts/
    │   ├── 09_steering_experiment.py
    │   ├── 15_human_session_comparison.py
    │   └── 16_human_fig3_merged.py
    │
    └── datasets/
        └── *.json

Dataset Format (JSON)

Each analysis/datasets/*.json file is a self-contained run export with this high-level schema:

• —`metadata`: run configuration (timestamp, LLMs, conditions tested, backends used, SDK URL, etc.)
• —`results`: list of per-condition results
• —`condition_name`: e.g. A_baseline, E_real_metrics
• —`condition_description`
• —`turns`: turn-by-turn conversation trace
• —`turn_number`
• —`user_message` / `assistant_response` (may be removed in sanitized releases)
• —`injected_metrics`: metrics shown to the model (if any)
• —`real_metrics`: measured values per turn, typically including:
• —*`sgi_`**: Semantic Grounding Index aggregates / per-turn series
• —*`velocity_`**: angular velocity aggregates / per-turn series
• —*`orbital_velocity_**, **contextdrift`, `dc_`**
• —`per_turn_context_id`, `per_turn_context_state`

HuggingFace Size Limits

HuggingFace rejects files larger than 10 MiB unless Git LFS is used. The deployment script creates an HF-specific bundle by pruning any files over 10 MiB before pushing.

Exclusions (Intentional)

• —Binary figures (PNG/PDF) are not included in the public research bundle by default.
• —Some internal S64-dependent analysis assets are intentionally excluded.

License

Released under CC BY 4.0.