iiinova — where your digital self keeps evolving

AppMathDoc @appmathdoc.bsky.social · 10/08/2026

The gop's hypocrisy says much more to students than a poster on a wall. They are not promoting Christianity. They're redefining it to be a political tool. And the youngest among us see clearly.

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AppMathDoc @appmathdoc.bsky.social · 07/08/2026

Texas GOP corruption speaks much louder to students than posters on a wall. Difficult to imagine anything more damaging to His church than their hypocrisy.

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AppMathDoc @appmathdoc.bsky.social · 07/08/2026

DEMS: DON'T LET THEM CLAIM MORAL SUPERIORITY Make them own their hypocrisy!

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AppMathDoc @appmathdoc.bsky.social · 03/07/2026

Want a comparison for USA today - strong growth potential against rapidly accelersting debt? Brazil 1980s: growing economy vs growing debt Debt won => Hyperinflation A textbook example of Gross Fiscal Irresponsibility (GFI) USA under BBB and Trump2 also becoming a textbook example

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AppMathDoc @appmathdoc.bsky.social · 10/06/2026

Just as we predicted over a year ago. Iran making it slightly hotter, but direct result of BBB Graphic attached now 15 months old See this video for details youtu.be/LnaCe1ZMODA?...

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AppMathDoc @appmathdoc.bsky.social · 10/06/2026

Just as we predicted over a year ago. Iran making it slightly hotter, but direct result of BBB Graphic attached now 15 months old See this video for details youtu.be/LnaCe1ZMODA?...

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AppMathDoc @appmathdoc.bsky.social · 10/06/2026

Just as we predicted over a year ago. Iran making it slightly hotter, but direct result of BBB Graphic attached now 15 months old See this video for details youtu.be/LnaCe1ZMODA?...

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AppMathDoc @appmathdoc.bsky.social · 23/05/2026

Part of the recently emergent and now established "trade diamond" to avoid USA's tariffs and mounying debt crisis

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AppMathDoc @appmathdoc.bsky.social · 22/05/2026

World's moving away from US policy centrality. Good for climate change intervention. Bad for global stability. But the USA has entered Gross Fiscal Irresponsibility (GFI). Those who see the crises coming are stepping back. And the US deleted world economic trend is AI/tech driven steady growth.

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AppMathDoc @appmathdoc.bsky.social · 17/04/2026

Abortion rates always go up when GOP controls the Whitehouse. It's political for them. We'll soon hear it again: "Pro-life! Pro-life! Pro-life! Tax cut." We all use "victimhood" to advance political agendas. Theirs just happens to be abortion. "Vote DEM" to actually reduce number of abortions

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AppMathDoc @appmathdoc.bsky.social · 14/04/2026

Completely Expected! CPI, PPI, PCE, Core PCE Different noise. Same signal. Also USA 2019 - 2023, Argentina 2018 - 2024, .... Gross Fiscal Irresponsibility (GFI) huge gov debt + concentrated wealth = fiscal crisis

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AppMathDoc @appmathdoc.bsky.social · 10/04/2026

I think we have already seen the signal yesterday. Excessive unsecured gov borrowing + increased concentration of wealth "sequesters" money forcing an increase in currency overall: More money + same GDP value => inflation Saw the same signal late 2018 to 2023 - but obscured by Covid

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AppMathDoc @appmathdoc.bsky.social · 08/04/2026

Agreed! An Epstein "Wag the Dog"! But why the sudden deadline for Iran? Why total capitulation to get a cease fire? I think it is because Trump and the wealthy need to refocus on their true goal. They Greenland and parts of Canada, and this summer will be critical to taking them!

Trump turns his attention to Greenland on Monday, April 6, 2026.

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AppMathDoc @appmathdoc.bsky.social · 08/04/2026

Why the arbitrary deadline for Iran? Why total capitulation to get a cease fire? Because Trump and the wealthy need to get back to their true goal before May. Cuba Next? Unlikely! Their eyes are on their true prize - Canads and Greenland!

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AppMathDoc @appmathdoc.bsky.social · 01/04/2026

This is incorrect. Need to read about Gross "Fiscal Irresponsibility" (GFI) "Gross" like in GDP Correct that nations as "currency-printers" can't go "bankrupt" in usual sense Instead, GFI ends in hyperinflation, bond default, or other - or combo Excessive borrowing creates a crisis. That is GFI

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AppMathDoc @appmathdoc.bsky.social · 11/03/2026

We're predicting we will continue to see what we predicted soon after the passage of the OBBBA. Technical term is "Gross Fiscal Irresponsibility" (GFI). Well documented. Well studied. First Trump term launched GFI in USA that ended in 2023. OBBBA relaunched GFI in USA.

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AppMathDoc @appmathdoc.bsky.social · 22/02/2026

Recommend AI that knows it is a tool. For example, NotebookLM. I use Gemini Pro. Also, never use AI exposition directly (never cut/paste). Results are watermarked (greenlisting), AI exposition not "human" - more uniform as length/scale increases. Img is day 1 for all freshman math majors here.

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AppMathDoc @appmathdoc.bsky.social · 30/01/2026

That is, this is likely indication of a phenomenon done as Gross Fiscal Irresponsibility (GFI). GFI is well-studied. Gov Debt for roads, buildings, etc is secured in some sense. But massive borrowing to offset revenue, shortfall or excessive spending leads to fiscal crisis. That is GFI

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AppMathDoc @appmathdoc.bsky.social · 30/01/2026

Here we go! Been predicting this for half a year.

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AppMathDoc @appmathdoc.bsky.social · 22/01/2026

3/ EU–Mercosur Partnership Agreement (EU-MPA) replaces US standards with EU "green" standards ZOMBIFIES USMCA (Large volume, little influence) July 2026 USMCA may kill it US ultraconservatives want WEXIT (Alberta+ to USA) CCSP brings in China influence on Canada side in WEXIT IE: Trade Diamond

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AppMathDoc @appmathdoc.bsky.social · 22/01/2026

2/ USMCA influence at risk (volume not so much) BBB remittance tax pushing Mexico toward Latin America + China China-Canada Strategic Partnership (CCSP) = "Small Volume" Big Influence Allows joint Toyota-China bz3 EV to be sold in Canada (beautiful long range ev at less than $35K) Violates USMCA

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AppMathDoc @appmathdoc.bsky.social · 21/01/2026

A bully with no friends. This time last year, there was no "trade diamond" bypassing the USA. Almost every edge led to/from USA. Now all our historic partners are avoiding us. And that is just one of many permanent diminishments of American influence and greatness the WH is responsible for.

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AppMathDoc @appmathdoc.bsky.social · 21/01/2026

This time last year, there was no "trade diamond" bypassing the USA. Every edge led to/from USA. One intentionally avoided it. Now all our historic partners are avoiding us. And that is just one of many permanent diminishments of American influence and greatness the WH is responsible for.

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AppMathDoc @appmathdoc.bsky.social · 21/01/2026

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AppMathDoc @appmathdoc.bsky.social · 20/01/2026

With these tariffs, we're excluding ourselves from the economy we helped create.

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AppMathDoc @appmathdoc.bsky.social · 20/01/2026

And maybe chart below shows all we need to know about 2025 Tariffs.

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AppMathDoc @appmathdoc.bsky.social · 20/01/2026

It is accelerating not a trade war, but instead a "trade diamond" that excludes the USA, as the chart below shows.

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AppMathDoc @appmathdoc.bsky.social · 20/01/2026

And maybe chart below shows all we need to know about 2025 Tariffs.

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AppMathDoc @appmathdoc.bsky.social · 08/01/2026

HSAs, AHPs wont work. Med4All won't either. If so, would have done so 15 years ago instead of ACA - same issues then as now & easier to implement. But extending ACA to UHC saves $150B / yr. Read here: drive.google.com/file/d/1CVLt... Unfortunately, America is not ready for solutions. See video.

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AppMathDoc @appmathdoc.bsky.social · 08/01/2026

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AppMathDoc @appmathdoc.bsky.social · 07/01/2026

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AppMathDoc @appmathdoc.bsky.social · 07/01/2026

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AppMathDoc @appmathdoc.bsky.social · 06/01/2026

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AppMathDoc @appmathdoc.bsky.social · 04/01/2026

IYup, ICE has big plans and they're just getting started

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AppMathDoc @appmathdoc.bsky.social · 03/01/2026

ICE has big plans and they're just getting started

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AppMathDoc @appmathdoc.bsky.social · 02/01/2026

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AppMathDoc @appmathdoc.bsky.social · 31/12/2025

If Med4All is a solution now, then it would have also been a solution 20 years ago when same issues as now & far less disruptive to implement. Instead solution was ACA. Still is. Read here: drive.google.com/file/d/1CVLt... Unfortunately, America is not ready for any solutions. See video.

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AppMathDoc @appmathdoc.bsky.social · 31/12/2025

Here's proof that private + HSAs wont work AND that extending ACA to UHC saves $150B / yr. Read here: drive.google.com/file/d/1CVLt... The "Affordable Care Act with a Public Component" - "ACAPC" ("Ah-Cap-See"). We call it "Obamacare Plus. Unfortunately, America is not ready for it. See video.

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AppMathDoc @appmathdoc.bsky.social · 30/12/2025

Same is true of M4All. If it's a solution now, then it would have also been a solution 20 years ago when same issues as now & far less disruptive to implement. Instead solution was ACA. Still is. Read here: drive.google.com/file/d/1CVLt... Unfortunately, America is not ready for it. See video.

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AppMathDoc @appmathdoc.bsky.social · 30/12/2025

There are solutions. Ours extends the ACA into UHC at a savings of $150B annually. Read here: drive.google.com/file/d/1CVLt... The "Affordable Care Act with a Public Component". Acronym "ACAPC" ("Ah-Cap-See"). We call it "Obamacare Plus. Unfortunately, America is not ready for it. See video.

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AppMathDoc @appmathdoc.bsky.social · 30/12/2025

@mcuban.bsky.social Response to your bsky request for healthcare solutions: drive.google.com/file/d/1CVLt... Also snt to email in your profile Intentions are to 1. Show solutions are possible 2. Not violate confidences 3. STRONGLY URGE we keep ACA subsidies in place & GOP at bay Also see video

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AppMathDoc @appmathdoc.bsky.social · 25/12/2025

Merry Christmas!! Good will to all! We have a solution for Universal Coverage. It builds on the ACA. Details later But key now is avoiding one-offs and gimmicks A bad flu season could bankrupt providers in a rural county that relies on HSAs, AHPs, Medicaid, Medicare And more BBB pain coming!

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AppMathDoc @appmathdoc.bsky.social · 25/12/2025

I think we listen to the healthcare economists. Kenneth Arrow is gone, but MIT Jonathan Gruber is still around. And others What BBB, M4All, ... share is they are uniformed by the complexities of healthcare coverage and delivery A bad flu season could bankrupt a rural county of HSAs and AHPs

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AppMathDoc @appmathdoc.bsky.social · 11/12/2025

Today's AI is based on AI that is more than 50 years old and still superior to today's AI for math/eng (see pic). Not as revolutionary as many think. Integer linear solvers have used AI (heuristics) since the 50s to avoid NP. LLMs are special b/c they speak our language. But make too many errors

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AppMathDoc @appmathdoc.bsky.social · 10/12/2025

Sorry. Once on the internet, AI companies quickly find them, have humans solve them, and include in ongoing training. All ai companies have hundreds of such employees. Google"Alice in Wonderland" (AIW) problems. Note: As soon as you as ask and get nonsense, the above kicks in. Example pics

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AppMathDoc @appmathdoc.bsky.social · 10/12/2025

Actually, Biden's error was in failing to realize that Trump's 2018-2020 inflation survived COVID. Tariff and tax cut driven inflation was a big story pre-COVID. Biden should have killed all Trump's tariffs. We're now in replay. Except China was ready this time.

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