About D-CSIL
An Independent Laboratory for Machine Intelligence
D-CSIL — Derrington Collaborative Synthetic Intelligence Labs — is an independent research and engineering initiative exploring advanced artificial intelligence systems outside the constraints of conventional product development.
Part research lab.
Part engineering workshop.
Part AI proving ground.
The lab focuses on experimentation. Questions matter more than trends. Work is scoped to what can actually be built, trained, and measured on hardware the lab owns — which keeps every claim honest and every result reproducible.
Everything on this site follows one scientific principle: fact, hypothesis, experiment, result, interpretation, and speculation are always distinguished. Evidence badges appear throughout — claims never appear stronger than the evidence supporting them.
Projects May Investigate
- 01How AI systems remember
- 02How agents collaborate
- 03How models learn continuously
- 04Whether alternative neural architectures can outperform conventional approaches
- 05How small locally trained models develop capability
- 06How AI can participate in genuine scientific discovery
- 07How intelligence emerges from interacting systems