R.S. Prediction Labs — Prediction Intelligence. Built as a Laboratory.

Lab access

Enter the laboratory

Secure access to R.S. Prediction Labs and the Lab Advanced research environment.

Secure HttpOnly session Role-separated access Controlled paper execution

Observer access

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Follow active research from a read-only account. Registration never creates a run or trading account.

Account recovery

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R.S. Prediction Labs Lab Observer · Read-only research access
Operator dashboard
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Account mode Observer · Read only Frontend v0.10.1
Research window Follow the evidence, without touching the machinery. Curated paper-test telemetry · No execution controls
Read-only access

Lab Observer

Research at a glance

Current runs, archived results and the learning process in one place.

Paper only
Visible tests—Curated research runs
Active tests—Currently collecting evidence
Resolved trades—Across visible paper tests
Last update—Overview retrieved at

These figures describe simulated research accounts, not client funds or a live-trading offer. A run can abstain for long periods when its confidence requirements are not met.

Agent roadmap

Prediction agents

Operational status at a deliberately high level. Model internals and source-level methods are not exposed.

Customer account

Profile

Core identity and communication preferences for this Lab account.

Account identity

Email
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Username
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Email status
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Member since
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Communication

Transactional account emails use this language.

Access foundation

Access & contract

The account and entitlement layer is ready for future plans without granting operational permissions today.

Lab Observer

Status
Active
Tier
Free
Billing
No payment method required
Trading account
Not created

Permission boundary

  • Read selected research dashboards
  • Manage your own account preference
  • No run creation or lifecycle controls
  • No venue, wallet or broker authorization
  • No order placement or live capital

R.S. Prediction Labs

R.S. Prediction Labs

Account protection

Security

Session status and recent security-relevant account events.

Security controls

Active sessions
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Email verification
Enabled
Password reset
Enabled
Two-factor authentication
Planned

Recent activity

Future execution layer

Venue & broker connections

The connection area is prepared, but external authorization and trading remain disabled during the research phase.

Not available yet

Connecting a service in the future will never start a strategy by itself. Venue authorization, strategy access and live-trading approval remain separate controls.

R.S. Prediction Labs Lab Advanced · Research Command Center
Member view
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Platform API v— Frontend v0.10.1
R.S. Prediction Labs Prediction intelligence, instrumented for research. Weather · Power · Macro
Platform online

Lab Advanced

Research command center

Controlled access to forecasting agents, paper execution and run telemetry.

Lab Advanced
Weather.Cal — —
Paper cash — Latest successful run
Open positions — Latest successful run
Runs recorded — Platform history

Active laboratory

Weather.Cal

Ensemble-driven daily-temperature prediction research using GEFS, ECMWF EPS, GEM GEPS and NWS validation.

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Latest result

Weather.Cal telemetry

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Cash
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Realized P&L
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Positions
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Trades added
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Finished
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Weather.Cal · Intelligence Lab

Weather intelligence

Versioned Weather.Cal research environments: frozen v0.7 benchmark and live v0.8 autonomous research.

Benchmark
Experiment health —
Schedule —
Last run —
Research data —
Portfolio cash — Return —
Realized P&L — Starting cash —
Win rate — 0 wins · 0 losses
Resolved trades — 0 open positions

Performance

Benchmark statistics

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Average entry edge
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Average win
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Average loss
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Profit factor
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Max realized drawdown
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Signal lab

Forecast telemetry

Signals collected
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Average net edge
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Maximum net edge
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Average model spread
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Last source update
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Trade journal

Paper positions

0 positions
Status Market Side Station Entry price Model probability Entry edge Spent P&L Settled
No paper positions recorded yet.

Latest signals

Forecast signal history

0 signals
Time Market Side Station Model probability Effective price Net edge Model spread Confidence
No forecast signals collected yet.
Autopilot activity LOADING
Last activity —
Strategy 0.8-nws1
Execution RESEARCH ONLY
Active markets — Autonomous evaluation plans
Due queue — — awaiting first evaluation
Predictions — — decisions persisted
Forecast backoff — Controlled retry queue

Decision engine

Decision reasons

0 decisions

Pipeline

Autopilot telemetry

Read only
Active source plans
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Successful market plans
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Observed events · 24h
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Failed / not-ready events · 24h
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Live leases
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Expired leases
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Latest research

Market evaluations

Persisted forecast, NWS alignment and decision telemetry from v0.8.

0 markets
Time Market Forecast NWS Models Decision Reason Best edge
No v0.8 market decisions recorded yet.

v0.8 is an autonomous research pipeline. This dashboard is read-only and does not expose order placement, execution or strategy mutation controls.

Paper execution LOADING
Run Continuous Run 001
Execution mode Paper only

Lifecycle control

Weather.Cal v0.8 · Paper Run 001

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Cash — Paper balance · USDC
Equity — Latest account value
Open exposure — Risk currently deployed
Realized P&L — Settled performance
Unrealized P&L — Open position marks
Return — From starting capital
Drawdown — From high-water mark
Fees — Cumulative execution fees
Open positions — Limit —
Signals — Candidates —
Executions — Orders —
Active runtime — Pauses —

Risk envelope

Execution limits

Immutable
Max source fill
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Max open exposure
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Max open positions
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Decision age
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Lifecycle

Execution window

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Started
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Current window
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Window opened
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Pause count
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Portfolio

Open positions

0 open
MarketOutcomeOpenedSharesEntryAvg priceResolution
No open paper positions.

Intelligence → execution

Execution signal history

0 signals
TimeMarketOutcomeForecastAskNet edgeProposedDecision
No execution candidates have been processed yet.

Execution

Recent orders & fills

0 orders
TimeMarketOutcomeSideNotionalSharesFillFeesStatus
No paper orders have been created yet.

Settlement

Resolved trades

0 settled
SettledMarketOutcomeResultSharesEntryPayoutP&L
No paper positions have settled yet.

Audit trail

Execution events

0 events
#TimeEntityEventStateActor
No execution events recorded.

Audit trail

Execution windows

0 windows
# Opened Closed Open reason Close reason
No execution window has been opened yet.

Paper execution consumes eligible Weather.Cal v0.8 decisions. Pausing blocks new executions but does not stop Weather.Cal research or settlement of existing positions. Final Stop cannot be resumed.

Capital laboratory

Archived paper portfolios

Research signals and portfolio allocation are separated here. Archived Run 001 is the fixed-size control; archived Run 002 tested dynamic, edge-limited sizing with 10,000 USDC virtual capital.

Control

Run 001 · Fixed size

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Starting capital—
Cash—
Open exposure—
Realized P&L—

Dynamic sizing

Run 002 · Edge capacity

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Starting capital—
Cash—
Open exposure—
Realized P&L—
PortfolioRun 002
AllocationDynamic · Edge limited
Execution modePaper only

Lifecycle control

Weather.Cal v0.8 · Paper Run 002

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Cash—Available virtual capital
Cost-basis equity—Cash + open entry cost
Open exposure—Limit —
Realized P&L—Return —

Risk envelope

Dynamic allocation limits

Immutable
Maximum per market
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Maximum open exposure
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Maximum open positions
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Freshness window
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Activity

Sizing decisions

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Accepted allocations
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Rejected allocations
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Open positions
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Settlements
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Portfolio

Run 002 open positions

0 open
OpenedMarketOutcomeCapitalSharesAvg edgeExpected profit
No dynamic paper positions.

Allocation audit

Recent sizing decisions

0 decisions
TimeMarketCapacityAllocatedMarginal edgeResult
No post-start sizing decisions.

Settlement

Run 002 resolved trades

0 settled
SettledMarketOutcomeResultEntryPayoutP&L
No dynamic paper positions have settled.

Run 002 is a paper-only capital-allocation experiment. A larger allocation is accepted only when the exact persisted order book, fees, marginal edge, available cash and portfolio limits all agree.

Agent catalog

Prediction agents

Individual forecasting systems exposed through the R.S. Prediction Labs platform.

Execution telemetry

Run history

Compact run summaries. Open any row for the complete stored Weather.Cal output.

Status Agent Version Started Duration Cash Trades
No runs recorded yet.

Run detail

Weather.Cal

Stored runner output 
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Weather.Cal v0.8 · Market detail

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Forecast — NWS —
Decision — —
Best side — Edge —

Forecast consensus

Model medians

Provenance

Source lineage

Provider Source Value / median Members Retrieved

Decision snapshot

Order book

Outcome Best bid Best ask Spread Top bid depth Top ask depth