Nine papers underpin the Basalith architecture. Each citation in the white paper links to its full entry here.
Polanyi, M. · University of Chicago Press
Tacit knowledge exists only in practice. It cannot be fully articulated in words.
Igoa-Iraola, E., & Diez, F. · Heliyon, 10(4)
68% of organizations attempt tacit knowledge transfer, but effective methods remain elusive.
University of Vermont citing Harvard Business Review research · University of Vermont Continuing Education
Poor succession planning costs organizations $1 trillion in lost market value annually.
Lei, Y. et al. · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems
Intentional participation distinguishes authentic digital legacy from reactive reconstruction.
Schulz, M-A., Baier, S., Timmermann, B., Bzdok, D., & Witt, K. · Scientific Reports, 11
Individual behavioral patterns in random number generation are measurably distinctive at 96.5% AUC — establishing that cognitive signatures differ meaningfully between individuals.
Brickman, J., Gupta, M., & Oltmanns, J.R. · Advances in Methods and Practices in Psychological Science
Fine-tuned LLMs can predict personality traits from social media posts with meaningful accuracy.
Anonymous · arXiv:2601.17480
LLMs memorize training samples even when seen once, requiring curated training pipelines.
Au, S. et al. · arXiv:2502.11528
Per-user PEFT provides a viable paradigm for personalized behavioral fine-tuning at scale.
Anonymous · arXiv:2508.06729
LLMs effectively annotate 92,191 sentences from 1,002 oral history interviews.