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The research system

Human governance

What the platform proposes on its own, and what only the human is allowed to govern.

The human always owns the strategy. The multi-agent research system explores, scores and proposes continuously — but the moves that reshape the lab or reach the market belong to the human. The boundary is hard-coded in the tool registry and the permission flags, never in a prompt: the platform proposes, the human governs.

The boundary

Action categoryWho decidesExecution
Research, scoring and shadow-mode observationsThe agents, continuouslyAUTO
Operating a position inside granted permissions (entry, reduce, exit)The agents, within human-granted permissionsAUTO + notification
Strategy, deployment, capital, execution permissions, scoring or learning-rule changesHuman validation requiredManual
Arbitrary order placement by the LLMForbiddenNot in the registry
The guiding principle
The platform proposes; the human governs. Only the human validates strategic changes, deployment, capital allocation, execution permissions, scoring modifications and new learning rules. During the research phases a read-only / no-real-money key makes this safe: real funds are physically unreachable, so the agents can explore at full speed while the immutable journal records whether it is real edge or just narration.

What the human governs

The lab can generate hypotheses, build features, score opportunities and observe markets without supervision — none of that risks capital. What stays with the human is the layer that changes the rules or touches money: which strategies become active, which scoring formulas go live, how much capital is allocated, and when execution permissions are granted or widened. Each of those reshapes the agents’ mandate rather than acting within it.

“Safe enough” is a permission, not a vibe

The system never asks the model whether an action is safe enough to take alone. Safety is a property of which tools exist in the registry and which permissions the human has granted. The agents can act only inside those bounds; there is no arbitrary order-placement tool to call — so there is nothing to misjudge, and during research the no-real-money key means even a compromised agent reaches no real money.