autopoiesis

A self-evolving LLM paper-trading agent, graded against its own broker evidence. Paper only: the Guardian's limits cannot be weakened by any configuration, and every number on this site names the command that produced it.

The target, and where it stands

Beat SPY buy-and-hold on deployed capital after cost, within the risk budget, over a rolling 60-trading-day window. The record holds 27 trading days, so the window is not established by these dates alone; allocation and aligned equity/control history are unavailable.

agent return on deployed capital
UNKNOWN

+604.48 PnL; allocated capital UNKNOWN

SPY, same window
UNKNOWN

aligned agent capital and rolling window unavailable

after cost
58.43

assumed 0.05% round trip

realized + unrealized
+605.50 / +57.41

from the FIFO lot ledger

Per strategy, as a diagnostic

strategyreturnSPY, same windowexcess
trend-follow-20261003-001+0.27%+0.26%+0.01
trend-follow-spy-003+0.75%+0.74%+0.01
fixed-size-buy-bil-001+0.01%+0.04%-0.03
fixed-size-buy-spy-001+0.54%+0.71%-0.17
fixed-size-probe-0001-0.15%+0.50%-0.65
trend-follow-tlt-buy-001+0.27%+1.03%-0.75

Strategy returns use historical peak exposure as a diagnostic denominator. They do not establish agent allocation, a continuous equity curve, or project profitability.

The signal ledger

verdictrows
CONFOUNDED2
EXPLORATORY8
NOT_SIGNIFICANT151
SURVIVES6
UNDERPOWERED6

129 distinct hypotheses, 173 historical recorded verdicts. These are ledger counts, not certification under the current research contract or evidence of validated alpha.

Risk configuration used for this measurement

limitvalue
max position value25,000.00
max total exposure90,000.00
max daily loss500.00
max trades per day100.00

These values come from the configuration used to collect this measurement. Historical risk configuration and compliance are not established by these values.