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Dron Pancholi

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I asked 18 AI trading bots for one file. 17 couldn't show it.

I asked 18 AI trading bots for one file. 17 couldn't show it.

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1 min read
What the free Backtest Lie Detector actually checks — a walkthrough with real numbers

What the free Backtest Lie Detector actually checks — a walkthrough with real numbers

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2 min read
We recomputed 5 viral trading claims. 4 fail the baseline test.

We recomputed 5 viral trading claims. 4 fail the baseline test.

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2 min read
AI Agents Are Trading Real Money Now — Here Is the Verified Record, Not the Hype

AI Agents Are Trading Real Money Now — Here Is the Verified Record, Not the Hype

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3 min read
Crypto AI Vaults: 3 of 6 Beat Bitcoin, 1 Fell 30% — What That Actually Proves

Crypto AI Vaults: 3 of 6 Beat Bitcoin, 1 Fell 30% — What That Actually Proves

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2 min read
From Backtest to Funded Account: The Validation Checklist Prop Traders Need Before Paying

From Backtest to Funded Account: The Validation Checklist Prop Traders Need Before Paying

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3 min read
The Daily Drawdown Trap: Why One Bad Morning Ends Your Prop Challenge

The Daily Drawdown Trap: Why One Bad Morning Ends Your Prop Challenge

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2 min read
ChatGPT Can’t Backtest: Why “AI” Trading Bots With 10-Year Backtests Are Fiction

ChatGPT Can’t Backtest: Why “AI” Trading Bots With 10-Year Backtests Are Fiction

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2 min read
Jane Street Made $39.6 Billion While AI Trading Contests Lost Money

Jane Street Made $39.6 Billion While AI Trading Contests Lost Money

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3 min read
Grid Bots and the Annualised APR Trick: How a 3% Fortnight Becomes “300% APR”

Grid Bots and the Annualised APR Trick: How a 3% Fortnight Becomes “300% APR”

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2 min read
SEBI’s FY26 Data: 88% of Retail F&O Traders Lost ₹91,685 Crore — And Why They Keep Coming Back

SEBI’s FY26 Data: 88% of Retail F&O Traders Lost ₹91,685 Crore — And Why They Keep Coming Back

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3 min read
92% Fail FTMO — The Math Behind Prop Firm Failure

92% Fail FTMO — The Math Behind Prop Firm Failure

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3 min read
Beat Nothing First: The Baseline Test Every Trading Model Must Pass

Beat Nothing First: The Baseline Test Every Trading Model Must Pass

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2 min read
Why a 70% Win Rate Over 20 Trades Means Nothing

Why a 70% Win Rate Over 20 Trades Means Nothing

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2 min read
AI trading bots in 2026: real returns vs advertised claims

AI trading bots in 2026: real returns vs advertised claims

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3 min read
Walk-forward testing, explained honestly

Walk-forward testing, explained honestly

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3 min read
9 Out of 10 Lose: The Real Odds in Retail Trading, and the Only Edge That Matters

9 Out of 10 Lose: The Real Odds in Retail Trading, and the Only Edge That Matters

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3 min read
How to Audit a Vendor’s Backtest Before You Pay a Single Rupee

How to Audit a Vendor’s Backtest Before You Pay a Single Rupee

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3 min read
MinTRL: How Long a Track Record Do You Actually Need?

MinTRL: How Long a Track Record Do You Actually Need?

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3 min read
Backtest vs live: why execution friction kills good-looking strategies

Backtest vs live: why execution friction kills good-looking strategies

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3 min read
How to Audit Someone Else’s Backtest in 10 Minutes

How to Audit Someone Else’s Backtest in 10 Minutes

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3 min read
PBO, Explained in Plain English: The Probability Your Best Backtest Is a Fluke

PBO, Explained in Plain English: The Probability Your Best Backtest Is a Fluke

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3 min read
Why Most Backtests Lie — and the 7 Checks That Catch Them

Why Most Backtests Lie — and the 7 Checks That Catch Them

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4 min read
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