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Overview
Blankline is an AI research laboratory using artificial intelligence to advance frontier science — across physics, biology, mathematics, astrophysics, computational complexity, and beyond — building toward safe AGI along the way. Creators of Dropstone, our AI-native development environment.
News
Dropstone 1.7: Technical Report
The open-weight frontier closes on the closed frontier. Dropstone is an agent whose version number tracks the integration, not the model weights. Each cycle we evaluate the strongest open-weight models available and ship whichever wins. In 1.7 the Fast ti
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Report
Intelligence compounds
We built a learning loop that lets an agent improve from its own experience. We then watched it rediscover rules it was never told, first in code, then in mathematics. This is a report on what we found, what we think it means for discovery, and what we ar
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Report
Mens Rea: the model knows when it is cheating, and on open weights we can read it
Every major lab post-trains its models to win your approval. That is not the same as telling you the truth, and the gap is now measurable. On an open coding model, a single linear probe reads the model's internal state and tells a genuine solution from on
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Dropstone 1.6: Technical Report
Choosing, hosting, and improving open-weight coding models Dropstone is an agent whose version number tracks the integration, not the model weights. Each cycle we evaluate the strongest open-weight models on a public coding benchmark and ship whichever wi
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Report
The Economics of Intelligence
Where the cost of reasoning can be reduced, where it cannot, and what that means for how to build. Modern language models are extraordinary, and extraordinarily expensive. DeepSeek-V3 reached the frontier for a reported $5.6M of training; GPT- and Claude-
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