Public evidence refreshes every five minutes while visible and online. Private feeds load only on request.

REAL MARKET OBSERVATIONS · SIMULATED CAPITAL

Paper Workspace.

A shared research fleet with an autonomous five-minute market cycle. Recorded decisions, simulated fills and actual model fitting on retained market bars.

FEED UNAVAILABLE / STALE · ABSTAINBTC/USD · Alpaca US · five-minute bars

SHARED PAPER-FLEET EQUITY—

0 recorded paper accounts

NET SIMULATED P&L—

Includes simulation fees and slippage

RETAINED MARKET BARS—

One instrument and venue; kept separate from OKX

LAST MARKET EVALUATIONNo record

No completed cycle · refresh every five minutes

No shared paper-fleet accounts recorded yet

The operator can start the isolated Alpaca paper cycle. No historical trades or results will be invented.

Market watch

ACTUAL BID / ASK · 60 SECOND SHARED CACHE

Supported scope: BTC, ETH, SOL, LTC and DOGE against USD on Alpaca US. These are provider quotes, not order fills. Other markets require their own verified adapters and entitlements.

Actual training evidence

External training workflowRETAINED MARKET DATA · DAILY 04:00 WAT

These reports fit numerical logistic weights. They do not fine-tune Laya. Development screening, forward paper observation and live approval remain different stages.

First actual-market tournament

HISTORICAL RESEARCH · NOT LIVE ROI

1819 actual BTC/USD bars · five fixed candidates · purged 60/20/20 chronological partitions. Validation selected breaker; the untouched final segment then lost money at every cost stress. This candidate is not approved.

Round-trip cost	Final return proxy	Buy-and-hold proxy	Entries	Abstention
20 bps	-1.42%	-1.06%	8	93.3%
40 bps	-2.99%	-1.26%	8	93.3%
80 bps	-6.06%	-1.65%	8	93.3%

Run 17/10/2026, 14:42:52 WAT. These simplified research baselines differ from production position/stop logic. Next-open entry and horizon-close exit proxies omit depth, intrabar losses and latency. The inspected holdout is consumed; it cannot be reused as fresh release evidence.

CSV SHA256: 81938d7d3459d5ca7f244fb9…

Recorded simulated fills

Bee	Side	Price	Notional	Fee	Time
No simulated fills. Qualified conditions are required; training does not force trades.