Sidiora LabsResearch · The Prometheus Papers
Open research on agents, memory and the architectures that give intelligence a place to work. Each record states its type, so a position paper is not mistaken for an empirical result.
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Editorial groupings tied to technical questions, not claims that every paper has a deployed counterpart.
Why context windows are not memory, what a model cannot see when something is missing, and the invariants a memory substrate must satisfy for long-horizon work.
Typed intent, deterministic execution, receipts and provenance as the scaffolding around a model, with evaluation plans rather than universal claims.
How attention surfaces relations no single token names, and why benchmarks and safety training shape what we think a model can do.
The research archive
From the lab
The Compiled World Runtime, our main research project, and the open protocols that come out of the lab. Published as source for research, not as polished products.
A runtime in which a model acts by running scripts inside a compiled, rule-governed world that only a human can change.
An open protocol for recording the identity and lineage of models, agents, harnesses and datasets.
An open conversation
Correspondence, replications and collaboration are welcome.
