Cole Martin

Local-first AI platform: chat, fine-tune (LoRA/QLoRA), post-train, quantize, compress, and export open models on your own GPU — Forge UI + CLI, no cloud required. No crypto token

Extracted and altered spec from llm RL framework, but for Robotics

Hierarchical MoE marketplace: fleets keep local experts, share via registry/router, and learn layer×expert combinations under latency/capacity budgets. Mainly conceptual. No crypto token

The Algorithmic Imperative: Harnessing Reinforcement Learning for Drastic Power Consumption Reduction in the Age of Exponential Demand (Ai research, do not treat as absolute fact, verify yourself))

WIP of an ARK btc wallet. Signet testnet

Router extraction from main project

No description.

WIP of a non-custodial m-of-n operations (2-of-3, up to 3-of-5)

Airgapped, secure-by-default agentic AI runtime with verifiable model bundles/policies, sandboxed tools, and local open-source inference.