AI CHANAKYA / MARKET RESEARCH

Market workspace.

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PAPER TRADING CONTROL

Checking entry control…

Stops new simulated option entries only. Open paper positions remain monitored for their recorded target and stop.

PRICE ACTION

Index · 1-minute candles

Loading recorded candles… EMA 9 EMA 21
——All times IST
Hover over a candle to inspect OHLC.
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EMA overlays describe the displayed session. Historical prices are not live quotes. Missing minutes remain gaps.

Market checks · what the readings mean

Observed live indicators, separate from the historical chart above. Comparisons use completed candles. These describe conditions, not buy/sell instructions.

Check / instrumentValueResultWhat it means

DATA CONNECTION

Research readiness

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Connect 5paisa market data ↗

Sign-in opens in a separate tab. Keep this dashboard open; connection status refreshes automatically after sign-in.

NIFTY 50 feed and OI capture Stopped
Latest NIFTY—
One-minute bar—
Last update—

Sign in, then start the read-only live feed.

30-minute volatility-range forecast: waiting for fresh completed candles.

Paper journal · forecast vs outcome
Waiting for live session observations.
Paper options · EMA transition simulation
No paper option entries yet.
Paper options · EMA transition simulation · 5-minute candles
Waiting for completed five-minute EMA candles.
Paper options · EMA transition simulation · 30-minute candles
Waiting for completed thirty-minute EMA candles.
Paper options · strict futures and option-chain confluence
Waiting for complete fresh confluence evidence.
Paper options · strict futures and option-chain confluence · 5-minute candles
Waiting for completed five-minute confluence evidence.
Paper options · unanimous five-factor strategy
Waiting for five fresh unanimous votes.
Paper options · unanimous five-factor strategy · 5-minute candles
Waiting for completed five-minute unanimous votes.
NIFTY 50 stocks · opening-continuation validation
Loading one-month stock study…
NIFTY model comparison and movement-range research

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Live technical indicators · all subscribed instruments
Waiting for live observations. Indicators need completed candles.
What the evidence says Checking…
FindingWAIT
Historical confidence—
Expected 15-minute move—

    RESEARCH UNIVERSE

    Markets in scope

    Identifiers are refreshed, never hard-coded

    Out-of-sample accuracy

    —Direction classification

    Multiclass Brier score

    —Lower is better calibrated

    Features tested

    —Evidence, not assumed signals

    CALIBRATION

    Was confidence deserved?

    Actual vs. predicted

    CLASSIFICATION

    Precision & recall

    Precision answers how often a predicted class was right. Recall answers how much of the actual class was found.

    SIGNAL LOG

    Latest evaluated observations

    Realised 15-minute movement · ≥50% confidence
    TimestampPredictionConfidenceActualFinal moveMax adverseMax favourable