Advancing the science
of intelligence.
We publish our findings to accelerate the safe development of AGI. Our work spans formal alignment, mechanistic interpretability, and planetary-scale systems.
Research Areas
Explore our specialized domains of inquiry.
From theoretical alignment to applied safety systems.
The 50-Year-Old Algorithm We're Trying to Beat
For 50 years, no one has improved 3×3 matrix multiplication. Blankline Research reveals the mathematical barriers blocking progress on this open problem.
Project CELSIUS: Rethinking AI Infrastructure from the Ocean Floor Up
A Bankline research initiative to overcome the thermodynamic limits of AI scaling through deep-ocean infrastructure, developed in collaboration with domain experts and advanced AI modeling.
Beyond Retrieval-Augmented Generation: How We Solved the Temporal Event Horizon Problem
This research introduces the D3 Adaptive Memory Architecture, which solves the Temporal Event Horizon failure mode in standard RAG systems where data older than six months becomes statistically unretrievable.
Dropstone: Overcoming the Linearity Barrier via Recursive Swarm Intelligence
The Dropstone D3 Engine utilizes a recursive swarm architecture to replace linear prompting with distributed, self-correcting agents, solving context saturation in long-horizon engineering tasks.
Breaking the Linearity Barrier: Recursive Swarms for Long-Horizon Engineering
How Dropstone Horizon Mode decouples reasoning depth from context length to enable 24+ hour autonomous engineering workflows.
The Dropstone D3 Neuro-Symbolic Architecture
Moving beyond "Monolithic Context" to a deterministic, state-managed runtime for high-assurance engineering agents.