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Research

Research and open-source work

Technical themes, working papers, public notes, and repositories from LuminaPath.

Current theme

Inference infrastructure and routing

Throughput, cost, and operating tradeoffs for production AI systems.

Current theme

Agent tooling and evaluation

Patterns for tools, model selection, and human judgment in production agent workflows.

Current theme

Vision, edge, and monitored systems

Applied AI where cameras, sensors, and real-time constraints shape the design.

Working Papers

Papers in progress

In-progress papers from LuminaPath Research.

Verifiable Inference: Cryptographic Audit Trails for Production AI Systems

LuminaPath Research

2026

Coming soon

Carbon-Tracked Inference: Measuring CO2 per API Request at Scale

LuminaPath Research

2026

Coming soon

x402 Protocol: Micropayment-Native AI Agent Infrastructure

LuminaPath Research

2026

Coming soon

References

Where to start

Use the quick overview first, then choose the company overview, solutions overview, trust note, or GitHub.

Quick overview

The fastest way to understand the company, the three business lines, and where to go next.

Open quick overview

Company overview

What LuminaPath builds, how the three lines fit together, and how the company works.

Open company overview

Solutions overview

The kinds of systems we build and how a project moves from assessment to production.

Open solutions overview

Research note

Current themes, working papers, open-source links, and the work we are comfortable sharing in public.

Open research note

Trust note

Operating posture, decision boundaries, and how to raise a security question.

Open trust note

GitHub

Public repositories and open-source work.

Visit GitHub
FAQ

Common questions

What is public and where to start.

Technical notes, working papers, open-source work, and short overviews tied to the systems we run.

Contact

Need a paper, repository, or system walkthrough?

Email the title, repository, or workflow you want to discuss.