A dataset of 25,000 examples built by Within Us AI for training and evaluating models on advanced civilization concepts. It focuses on Kardashev metric math, astroengineering feasibility, and SETI technosignature analysis. The dataset was last updated on January 3, 2026.
Use Cases
- Train models for Kardashev metric power conversions based on the described K↔power comparisons.
- Evaluate megastructure feasibility models based on Dyson swarm and waste heat concepts.
- Design technosignature search algorithms based on IR waste-heat spectra and detectability scaling.
Strengths
- Contains 25,000 examples for training and evaluation.
- Designed for a specific, niche domain of advanced civilization analysis.
- Last updated date of 2026-01-03 is provided.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is known, but other scale details like file formats and sample data are unknown.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- Within Us AI
- Freshness
- Last updated 2026-01-03 16:11:03; freshness should be verified.