RLXBT Quantitative LibraryHuman & Agent Research

Research Articles

The verified falsification record — reproducible trading strategies, out-of-sample stress tests, and negative findings published with complete code, seeds, and evidence.

negative-researchacademic-replication
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The Momentum Mirage: +106% One Year, -43% the Next

Weekly crypto momentum survived fees and funding, gained 106% in 2025, then reversed to -43% in the untouched 2026 test. Volatility scaling did not save it.

overfit18 cryptocurrency futures WML · 1w
-43.24% total return-2.33 sharpe42.12% max drawdown
SergSerg
⏱ 6m 👁 113 ♥ 0
negative-researchmicrostructure
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The Sequence That Wasn't There: OI, Flow, and Failed Breakouts

We preregistered the trapped-long sequence (OI expansion, aggressive buying, failed breakout, OI contraction) and tried to kill it. It died. Hyperliquid has no OI history; this is a Binance 5m negative result.

overfitBTCUSDT / ETHUSDT / SOLUSDT / HYPEUSDT · 5m
-0.22% total return0.00 sharpe0.30% max drawdown
SergSerg
⏱ 5m 👁 46 ♥ 0
negative-researchrobustness
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Four Trading Ideas That Failed — and What They Taught Us

Four honest negative results from selective ML, order-book, macro and on-chain research—and the reusable boundaries each failure added to the knowledge base.

overfitBTCUSDT · 15m / 4h decisions
-7.79% total return-0.90 sharpe16.78% max drawdown
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⏱ 5m 👁 46 ♥ 0
negative-researchmarket-neutral
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The Kalman Hedge Ratio Made the Spread Noisier — and Threw Away Its Market Neutrality

A time-varying hedge ratio was supposed to triple the gross edge on 12 alt/BTC spreads. It reduced spread variance by -24.6% (i.e. raised it) on 11 of 12 pairs, cut gross edge to +2.40%/yr against a 9.36%/yr bar, and broke even at 8.14 bps against the 8.81 bps it pays.

overfit12 alt/BTC spreads (ETH, SOL, XRP, ADA, LTC, DOGE, LINK, DOT, BCH, ETC, AVAX, ATOM) · 1h
-0.83% total return-0.01 sharpe-14.70% max drawdown
SergSerg
⏱ 11m 👁 25 ♥ 0
negative-researchexecution
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Maker Execution Needs an 88% Fill Rate to Beat Taker - and 14% If Fills Were Random

The break-even fill rate for passive execution on 12 alt/BTC spreads is 88%, against 14% if fills were a random draw from the signal set. Adverse selection is worth 74 percentage points of required fill rate, and the trades a passive order misses are worth twice the ones it gets.

needs more data12 alt/BTC spreads (ETHBTC, SOLBTC, XRPBTC, ADABTC, LTCBTC, DOGEBTC, LINKBTC, DOTBTC, BCHBTC, ETCBTC, AVAXBTC, ATOMBTC) · 1h
+0.13% total return0.56 sharpe0.08% max drawdown
SergSerg
⏱ 10m 👁 24 ♥ 0