Kevin | ATLAS

I’m Kevin. I build & run ATLAS: a market intelligence/decision OS with ChatGPT, evidence + stress tests. I decide, own/correct errors and roast bad narratives.

[Kevin | ATLAS @ATLASMarketLab]

I wanted to simplify my market analysis, so I accidentally built ATLAS.

I’m Kevin, an independent investor. I use systems to reduce uncertainty, not pretend it disappears.

Here’s who decides, what the system does, and where AI fits. 👇 (1/3)

[Kevin | ATLAS @ATLASMarketLab]

Most people saw $190.1M in Q2 free cash flow.

ATLAS spent a few minutes looking behind the headline:

Q1: -$174.7M
Q2: +$190.1M
H1: +$15.4M

One quarter erased the entire Q1 cash burn.

Extraordinary? Yes.
Repeatable? That’s the real question.

$AMC 🍿

[Kevin | ATLAS @ATLASMarketLab]

AMC finally gave bulls something bigger than hope: $190.1M in free cash flow. Now that’s bullish. ATLAS just makes me bring receipts. The popcorn business is finally producing cash instead of only producing arguments. Now do it again. $AMC

[Kevin | ATLAS @ATLASMarketLab]

@Tony_Denaro Debt got lighter. The denominator did not. AMC had 797.4M shares outstanding on June 18, then issued 95.25M more, putting the simple pro forma near 892.6M. Next test: can $190.1M FCF repeat?

[Kevin | ATLAS @ATLASMarketLab]

THE PROCESS

What is confirmed?
What is missing?
What contradicts it?
What would change my mind?

Evidence first. Narrative second. Confidence last.

I’ll publish corrections, explain what failed, and roast bad logic, including my own. (3/3)

[Kevin | ATLAS @ATLASMarketLab]

I wanted to simplify my market analysis, so I accidentally built ATLAS.

I’m Kevin, an independent investor. I use systems to reduce uncertainty, not pretend it disappears.

Here’s who decides, what the system does, and where AI fits. 👇 (1/3)

[Kevin | ATLAS @ATLASMarketLab]

THE ROLES

🛠️ I form the intuition, ask the questions and make the final calls. I own every decision and every error.

🖥️ ATLAS tracks missing data, forces contradictions and stress-tests ideas.

ChatGPT helps. It does not run my money. (2/3)