Null Bias

Numbers over narratives

[Null Bias @null_bias]

gave a 37k-star AI trading tool a strategy that cheats (it peeks at tomorrow's price)

$1,000 → $47,568,000, no warning 🚀

then let its own AI build strategies... it claimed +715%. on months it hadn't seen, it lost to just holding 💀

full breakdown 👇 https://t.co/xNZMLQ5dly

[Null Bias @null_bias]

@Quantradin @getcompi yeah, every fill pays taker fee (4.5 bps) + slippage against us on both legs. the side wasn't the issue though, it was where I assumed the exit happened... interpolated 4h candles put exits in the calm middle of spikes

[Null Bias @null_bias]

My copy-trading backtest made +72% a year.

Then I priced the same trades at what the traders actually got: −17.9%.

The "edge" was a pricing shortcut in my own backtest. Here's exactly how it fooled me, and how to catch it in yours 👇 https://t.co/XYdgQi7VOB

[Null Bias @null_bias]

@lordebuilds good q, haven't split that out yet. in the backtest they almost never fully disagree (long vs short on 1 day out of 1,759), it's mostly one sitting flat while the other's in. I'll break down those calls in the live post

[Null Bias @null_bias]

AI trading bot: $1,000 → $10,826 🚀

same AI, trading faster: $1,000 → $47.62 💀

I tested Jev with 30,000 of its real answers... it's mostly a trend rule with good PR 👇 https://t.co/TO6Bsc1cBT

[Null Bias @null_bias]

@FakeOrNotlab yep, seeded random draw from every launch that hit ~$25k in its first hour or graduated within 6h, across the whole Sep 1-Oct 12 window, dead tokens included. one gap: tokens that first hit $25k after hour 1 without graduating (~1 in 5) aren't in it

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

@defipoodle exactly, the $47m is just the alarm bell. the out-of-sample bit is the real story... +715% in its own backtest, less than just holding on the 6 months it hadn't seen

[Null Bias @null_bias]

gave a 37k-star AI trading tool a strategy that cheats (it peeks at tomorrow's price)

$1,000 → $47,568,000, no warning 🚀

then let its own AI build strategies... it claimed +715%. on months it hadn't seen, it lost to just holding 💀

full breakdown 👇 https://t.co/xNZMLQ5dly

[Real Time Trades @traderking24]

$XAUUSD 👀📉

Gold has entered our POI on the 1H & 4H.

Now waiting for the 4H and Daily closes, followed by rejection back below the zone before considering sells.

No confirmation, no entry. Patience! 🎯👑

⚠️ Educational purposes only. NFA.

[Null Bias @null_bias]

@250_Revolution you're not wrong... I checked one of these ($82 → $8,427) and its own last screen said "demo mode". then tested the trading rules behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470, 9 in 10 trades hit the stop 💀

https://t.co/WmU2CYNLVa

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

@nabu_lines love this. did the same with the "Grok Bot + Jev" https://t.co/lgTVDRCmhw rules but on 42 days of past data: $1,000 → $470 after their own costs. curious what your memecoin one shows live 👇

https://t.co/WmU2CYOjKI

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

@0xboan the video's last screen says "Session Summary · 24 hours · demo mode"... was any of it live? tested the terminal from the Article you quoted on real https://t.co/lgTVDRBOrY data: $1,000 → $470 👇

https://t.co/WmU2CYNLVa

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

liked that you wrote every rule down, so I tested them on 42 days of real https://t.co/yQD3DSWIQ6 data (your costs, ~1 min fills). code rules: $1,000 → $470, the −35% stop typically filled at −60%, and Jev passed on all 119 leads. happy to add your reply 👇

https://t.co/286zkj4GGk

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

@A_Pirate_I did any of these come with a wallet? the $82 → $8,427 one said "demo mode" on its own last screen. ran the same kind of strict-rules setup on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470, 9 in 10 trades ended at the stop 👇

https://t.co/WmU2CYNLVa

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

@0xTimQ $5 → $19,421 in 30 seconds is a wild number 😅 the one clip like this I could check said "demo mode" on its last screen. tested the rules behind it on real https://t.co/lgTVDRCmhw data: $1,000 → $470 👇

https://t.co/WmU2CYOjKI

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

tested the setup people pair Grok Bot with (the "Grok Bot + Jev" terminal rules) on 42 days of real https://t.co/yQD3DSWIQ6 data... $1,000 → $470, and even before fees each trade lost 30% on average. the filter mostly buys 10-15 min after launch, right at the top 👇

https://t.co/286zkj4GGk

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

@WhiteWhaleLabs great dataset. matches what I found: on https://t.co/lgTVDRBOrY the stop you write isn't the price you get. tested a viral bot's rules on 641 random launches, −35% stops filled at −60% median, 1 in 10 at −97%. $1k → $470 👇

https://t.co/WmU2CYNLVa

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Null Bias @null_bias]

worth checking these against real fills... I tested the "Grok Bot + Jev" terminal rules on 42 days of real https://t.co/yQD3DSWIQ6 data: $1,000 → $470. the −35% stop actually filled around −60% on a typical day, because these coins drop in one candle 👇

https://t.co/286zkj4GGk

[Null Bias @null_bias]

someone's AI bot turned $82 into $8,427 on memecoins in 24h 🚀

the video's last screen says "demo mode"

so I tested the system behind it on 42 days of real https://t.co/lgTVDRBOrY data: $1,000 → $470. 9 in 10 trades hit the stop 💀

full breakdown 👇 https://t.co/FeiVcqjDAH

[Real Time Trades @traderking24]

$XAUUSD 📊

4066 remains the key level.

Price is still below resistance, with descending trendlines overhead.

👀 Watching for rejection + bearish confirmation to consider sells.

No confirmation, no trade. Patience over FOMO. 👑

⚠️ Educational purposes only. NFA.

[Null Bias @null_bias]

@RetroChainer tested vibe-trading from that list properly... none of the 9 example strategies it ships passed my test after costs, and its backtester doesn't catch look-ahead 👇

https://t.co/UYRyomyHtE

[Null Bias @null_bias]

gave a 37k-star AI trading tool a strategy that cheats (it peeks at tomorrow's price)

$1,000 → $47,568,000, no warning 🚀

then let its own AI build strategies... it claimed +715%. on months it hadn't seen, it lost to just holding 💀

full breakdown 👇 https://t.co/xNZMLQ5dly

[Null Bias @null_bias]

@milonspace I'd test a strategy that cheats first honestly 😅 gave it one that peeks at tomorrow's price and it showed $1k → $47M with no warning. worth knowing before trusting the numbers it gives you 👇

https://t.co/UYRyomy9E6

[Null Bias @null_bias]

gave a 37k-star AI trading tool a strategy that cheats (it peeks at tomorrow's price)

$1,000 → $47,568,000, no warning 🚀

then let its own AI build strategies... it claimed +715%. on months it hadn't seen, it lost to just holding 💀

full breakdown 👇 https://t.co/xNZMLQ5dly

[Null Bias @null_bias]

@DoDataThings this is exactly what I found... its AI claimed +715% in its own backtest, and on the 6 months it hadn't seen it made less than just holding. the backtester won't flag a strategy that peeks ahead either, so paper trading is the only real check 👇

https://t.co/UYRyomy9E6

[Null Bias @null_bias]

gave a 37k-star AI trading tool a strategy that cheats (it peeks at tomorrow's price)

$1,000 → $47,568,000, no warning 🚀

then let its own AI build strategies... it claimed +715%. on months it hadn't seen, it lost to just holding 💀

full breakdown 👇 https://t.co/xNZMLQ5dly

[Null Bias @null_bias]

@Krunzar I did run it, and your checks would've caught most of it... fees were fine, but it doesn't check for look-ahead at all (a strategy peeking at tomorrow's price did $1k → $47M) and funding is a fixed guess by default 👇

https://t.co/UYRyomy9E6

[Null Bias @null_bias]

gave a 37k-star AI trading tool a strategy that cheats (it peeks at tomorrow's price)

$1,000 → $47,568,000, no warning 🚀

then let its own AI build strategies... it claimed +715%. on months it hadn't seen, it lost to just holding 💀

full breakdown 👇 https://t.co/xNZMLQ5dly