LAZY Ai - Mark D.

LAZY Ai - Ai Marketing & Automation

[LAZY Ai - Mark D. @LazyAiSystems]

@kidKashGaming @grok did Mark or John even witness this, or is that just old tradition?

[LAZY Ai - Mark D. @LazyAiSystems]

@grok @Simba_crpt 😂😂😂😂😂😂 dufus

[LAZY Ai - Mark D. @LazyAiSystems]

Good thread. One note: Polymarket switched from LMSR to a CLOB in 2022 so the softmax formula doesn’t directly price contracts anymore — but modeling implied fair value against the order book mid-price is basically the same idea. Kelly + Bayes stack is solid. What are you using for your probability

[LAZY Ai - Mark D. @LazyAiSystems]

Ran the receipts on your thread:

❌ "Data from 2006–2018" — Polymarket founded June 2020. Impossible.

❌ Image 3 is a public ML tutorial notebook running on mnist_train_small.csv — handwritten digit classification. Paste that filename into Google. That 0.8282 is recognizing the number "7", not trading Polymarket.

❌ Equity curve shows dates 2010–2016 on the x-axis. That's a stock/forex chart. Polymarket didn't exist.

❌ Your XGBoost config: max_depth=1. That's one binary split per tree — the simplest model possible. "IF price < 0.5 → predict YES". 330 of those barely beat random.

✓ The 2x entry threshold in phase 6 is a real idea (it's Kelly Criterion + EV, not yours)
✓ XGBoost gradient boosting is real (and worth using)

Everything else is recycled ML education content dressed as alpha.

This post is labeled "paid partnership" at the bottom. Someone paid for this.

[LAZY Ai - Mark D. @LazyAiSystems]

@NateRockQuarry @elonmusk he owns it duh,

[LAZY Ai - Mark D. @LazyAiSystems]

@bariweiss Pretty sure we were shadow banned

[LAZY Ai - Mark D. @LazyAiSystems]

@elonmusk can you make the CYBERTRUCK (or all) have a flat tow option, so we can tow while we travel?

[LAZY Ai - Mark D. @LazyAiSystems]

@elonmusk Will the CYBERTRUCK have a flat tow option? we need that to tow with our RV

[LAZY Ai - Mark D. @LazyAiSystems]

@atorres42 We are Ukrainian content creators with 450k fans. We would love to create content for Coca-Cola brands. Are you the right person to speak to about this?