ShiftWing · LocalForge · Independent research

Dingal AI Research Frontier AI on consumer-grade hardware
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ShiftWing is licensed under Apache-2.0. Its research log records methods, controls, correctness checks, limitations and decisions. Public availability is still selective.

Project availability
ProjectMaterialStatus
ShiftWingEngine licence and research recordResearch prototype; access by enquiry
LocalForgeProduct source and development recordPrivate; not publicly licensed

What publication means here

A public write-up can describe a method and finding without releasing private artifacts, benchmark figures or third-party model details. Where code or records are released, the page states that explicitly.