research
Designing the AI-Native Operating System
A reference architecture for orchestrated multi-model inference at the edge, including cognitive scheduling, placement, cache management and runtime attestation.
Emil · June 28, 2026 · 14 min read
Research
Method, evidence, provenance.
Research is published with named authors, a stated method and references that can be checked. Nothing is cited that we cannot point to.
research
On-Device Large Language Model Inference at the Network Edge
A technical report on architecture, optimization and cross-platform runtime design for language-model inference on consumer edge hardware.
Emil Shirokikh · May 24, 2026 · 12 min read
research
The Cosmological Principle
A Bachelor of Science thesis reviewing differential-geometric foundations of cosmology, spacetime manifolds, the FLRW metric and cosmological redshift.
Emil Shirokikh · October 28, 2021 · 10 min read
Research standard
What qualifies for publication
A falsifiable question
The note states which decision it informs and what evidence could change its conclusion.
Traceable evidence
External claims point to inspectable sources; limitations and conflicts are stated rather than hidden.
An operational consequence
The conclusion translates into a design choice, control, experiment or explicit reason to wait.
Applied interpretation
From paper to technical case
Where a publication supports an applied architecture study, we separate the research record from the technical case. The case explains the decisions and artifacts; the publication preserves the source, authorship and limitations.
Explore technical case studies