Nola Inventor

jack of all trades yet still a master of a few.

[MAGA Voice @MAGAVoice]

THIS IS THE BEST VIDEO ON 𝕏 🇺🇸

[Nola Inventor @flashtechusa]

@RealEthix @CitizenVMovie The reception is phenomenal. By non crititcs it has a 96% on rotten tomatoes

[Nola Inventor @flashtechusa]

@CitizenVMovie Fantastic movie!!!

[Nola Inventor @flashtechusa]

@nobleisawinner This has to be rage bait

[Nola Inventor @flashtechusa]

@EshaAA33 1977

[Nola Inventor @flashtechusa]

8/8 Full paper: https://t.co/UTE5KPFg23
I'm an independent researcher. No institution, no funding, no agenda. Just the analysis. Would genuinely welcome pushback from economists, finance people, or anyone working in AI deployment.

[Nola Inventor @flashtechusa]

7/8 This thesis is testable. I identify four specific thresholds: consumer delinquency above 8%, regional bank charge-offs above 2%, 10-year Treasury above 5.5% with GDP below 1.5%, and unemployment above 10%. If two or more hit simultaneously by 2028-2030, the cascade is activating.

[Nola Inventor @flashtechusa]

6/8 And it can't be stopped. The US-China AI arms race has the same logic as the nuclear arms race. The consequences of letting your adversary develop it first are worse than the consequences of developing it yourself. Every major state actor is accelerating. Deceleration is structurally impossible.

[Nola Inventor @flashtechusa]

5/8 Here's the specific danger. Lawyers, analysts, software engineers, accountants — 9-11 million workers earning $62k-$182k median — carry $400k-$700k mortgages. When they're displaced, it doesn't just hurt them. It triggers a credit cascade the post-2008 regulatory framework was never designed to handle.

[Nola Inventor @flashtechusa]

4/8 The financial system has zero slack to absorb this. Credit card delinquency approaching 2008 levels. $1.277 trillion in card balances. 29.3% of auto trade-ins underwater. $18.8 trillion in household debt. The shock is arriving into a system already at maximum fragility.

[Nola Inventor @flashtechusa]

3/8 AI capability is doubling every 4-7 months. Claude Opus 4.6 can now autonomously complete 14.5 hours of skilled professional work reliably. On SWE-bench, AI went from solving 4.4% of real software engineering problems in 2023 to 71.7% in 2024. This is not incremental.

[Nola Inventor @flashtechusa]

2/8 Every prior automation wave hit low-wage workers first. Factories. Clerks. Retail. The financial system survived because high-income professionals kept paying their mortgages and driving consumption. AI breaks this pattern entirely. It's attacking from the top.

[Nola Inventor @flashtechusa]

1/8 I've spent months researching why the AI economic disruption will be different from every previous automation wave. The conclusion is uncomfortable. A thread. 🧵

[Nola Inventor @flashtechusa]

#NewProfilePic

[Nola Inventor @flashtechusa]

@TheRabbitHole Claude passes the test. Right now Claude is the most impressive LLM that I use on a daily basis.

[Nola Inventor @flashtechusa]

@BraddrofliT lol drafted? Are you insane? No one is going to attack us on our own soil.

[Nola Inventor @flashtechusa]

@heywildrich Do you not have kids? This is all children!!

[Nola Inventor @flashtechusa]

@FluentInFinance I have 2 dollar gas, and my bread and milk are the same price as last year