ARK Strategy Board

What it focuses on

ARK Strategy Board is the operating center for THE ARK's local strategist model. It is not just a chat UI: it is a decision-data flywheel where meetings, critiques, scores, rejected answers, and chosen answers become training material for the next local model iteration.

Core highlights

• Runs a multi-agent strategy board with critic and mentor pressure before final acceptance.
• Uses Vigil as a quality gate so weak answers are rejected and only usable decisions become training data.
• Builds SFT, DPO preference, and world-state datasets, then routes them through Safe SFT, evaluation, rollback, and archive upload.

Where to go next

Open the Strategy Board page, download the Mac build, load a local model, and run one concrete business agenda through the debate loop. Judge the product by whether the final answer is better defended, more actionable, and easier to turn into training data than a normal chatbot answer.