Research

Aether AI research and technical papers

First-party technical work from Aether AI LLC (Aether Systems): verifiable AI execution, unlimited context for local models, and cryptographic commitment infrastructure. Each entry carries a status label — shipped work links to installable code, research is labeled research.

Unlimited Context

Status: Shipped — open source

The aether-context engine: billion-token reach for any local LLM (Ollama, llama.cpp, Hugging Face) via encode-and-page rather than compress-and-forget. Installable today: pip install aether-context.

Whitepaper · Open-source library

Protocol-C: Closing the Instruction-to-Execution Gap

Status: Shipped — open source

A free, auditable authentication layer for AI decisions: sign each decision with a one-shot secp256k1 key, verify before execution, keep a tamper-evident audit log. Classical CSPRNG with a temporal safety margin; the quantum variant is Protocol-L.

Whitepaper · Protocol Family

Aether Atlas

Status: Research

Aether's mapping of model routing and constraint architecture across the platform.

Paper

Aether Actions: Hosted Execution and Predator Security

Status: Shipped — production

One execution plane from repository event to verified result: hosted Build & Test, GitHub-triggered automation gated on explicit per-repository spend ceilings, and Predator Security verifying exact commits across five locked assurance routes. Includes the production billing-conservation proof — 770,000 UVT reserved, 254,400 captured, 515,600 released, 0 unaccounted.

Paper

The patent-pending commitment chain and Quantum-Constrained AI (QOPC) ship inside AetherCloud. Definitions for every term live in the glossary; company background is on the About page.