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Kevin Kostuik

@kevinkostuik

AI lifer with 25+ years of experience in AI and advanced analytics for enterprise software. It's not about the AI, it's about the people.

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30.11.2024
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Latest posts by Kevin Kostuik @kevinkostuik

I think they might have better luck spending two thousand dollars holding a press conference where they detail who made the key decisions to collaborate with the Trump administration, how and when they were fired, and explaining what would stop that from happening again.

06.03.2026 13:16 πŸ‘ 7587 πŸ” 1623 πŸ’¬ 207 πŸ“Œ 52
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A Jan. 6 rioter pardoned by Trump was sentenced to life in prison for child sex abuse Since receiving presidential pardons, dozens of former Capitol rioters have gotten into more legal trouble. In Florida, Andrew Paul Johnson was sentenced to life in prison for child sex abuse.

Since receiving presidential pardons, dozens of former Capitol rioters have gotten into more legal trouble. In Florida, Andrew Paul Johnson was sentenced to life in prison for child sex abuse. n.pr/4rUa1zD

05.03.2026 17:06 πŸ‘ 2742 πŸ” 1354 πŸ’¬ 211 πŸ“Œ 234

Kristi Noem has done a stunning amount of damage and it’s good she’s gone.

But this doesn’t change the fact that we need a complete overhaul of DHS, impartial investigations into the killings of two American citizens, and information on children that were taken from Minnesota.

05.03.2026 19:38 πŸ‘ 40263 πŸ” 9083 πŸ’¬ 1490 πŸ“Œ 306

It is so damning of US news media that so many outlets refuse to just straight up say that Senator Tim Sheehy assaulted an activist.

He did not "help" Capitol police. They did not need his help. He wanted to assault the guy and did. He should resign.

05.03.2026 03:28 πŸ‘ 20105 πŸ” 5691 πŸ’¬ 513 πŸ“Œ 220

Nobody hates living veterans more than Republicans. Dead veterans they can exploit in videos. But living veterans with opinions and medical needs are literally offensive to conservatives.

04.03.2026 22:52 πŸ‘ 6035 πŸ” 1812 πŸ’¬ 100 πŸ“Œ 39

Yes, when crazy people have nuclear weapons back things happen. You know what I'm sayin'.

04.03.2026 22:37 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

By a vote of 47-53, the #Senate did not agree to the motion to discharge from Foreign Relations Committee, S.J. Res.104, Kaine Iran War Powers Resolution.

GOP Senator Paul voted in favor.

Democrat Senator Fetterman voted No.

04.03.2026 22:25 πŸ‘ 39 πŸ” 23 πŸ’¬ 3 πŸ“Œ 11
Independent Auditor's Report on the U.S. Agency for Global Media FY 25 Financial Statements | Office of Inspector General

The US Agency for Global Media, which is run by Kari Lake, has just failed an audit. The organization's finances are too chaotic even to assess.
www.stateoig.gov/report/aud-f...

04.03.2026 17:14 πŸ‘ 1111 πŸ” 431 πŸ’¬ 50 πŸ“Œ 27
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Fetterman tried to answer questions from reporters yesterday and had a hard time to put it mildly

04.03.2026 12:55 πŸ‘ 4744 πŸ” 1245 πŸ’¬ 1246 πŸ“Œ 352
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CNN put together a montage of the regime's incoherent talking points about Trump's war on Iran

03.03.2026 03:25 πŸ‘ 8576 πŸ” 3403 πŸ’¬ 334 πŸ“Œ 258
According to Rubio:

1.	Leader of weaker ally (Country A) tells leader of stronger ally (Country B) that it is determined to attack Country C. 

2.	Country B fears that if this happens, Country C will attack both Countries A & B.

3.	So Country B goes ahead and attacks Country C too. (Rather than telling Country A: Don’t do it.)

Obviously in this case A=Netanyahu/Israel; B=Trump/US; C=Islamic Iran.

  Any other historical scenario that matches what Rubio has laid out?

According to Rubio: 1. Leader of weaker ally (Country A) tells leader of stronger ally (Country B) that it is determined to attack Country C. 2. Country B fears that if this happens, Country C will attack both Countries A & B. 3. So Country B goes ahead and attacks Country C too. (Rather than telling Country A: Don’t do it.) Obviously in this case A=Netanyahu/Israel; B=Trump/US; C=Islamic Iran. Any other historical scenario that matches what Rubio has laid out?

Calling diplo/military historians:

Have attached summary of what seems to be Rubio's rationale [sic] for why US had to attack *now.*

What's the closest comparison in US or other history of a major power following the logic Rubio claims prevailed here?

Actual questionβ€”looking for compare/contrast.

03.03.2026 14:29 πŸ‘ 85 πŸ” 18 πŸ’¬ 19 πŸ“Œ 2
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When Hegseth says "no stupid rules of engagement," this is what he means.

03.03.2026 04:40 πŸ‘ 241 πŸ” 107 πŸ’¬ 8 πŸ“Œ 5
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Trump: "Finally, we honor one more American soldier, a fallen warria of world. Of wars. And really, terra.”

02.03.2026 18:37 πŸ‘ 3183 πŸ” 900 πŸ’¬ 682 πŸ“Œ 631
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No warning, no siren: six US service members killed in Iranian strike that hit makeshift operations center in Kuwait | CNN Politics The first US service members to die in the conflict between the US and Iran were killed by a direct Iranian strike on a makeshift operations center at a civilian port in Kuwait on Sunday morning local...

To say that this is infuriating is to say too little

Coming as army leadership preaches transitioning to a new type of war where ranges mean nothing and there is no safe β€œrear area” and then to ignore that in this operation is sheer irresponsibility. Those poor families

www.cnn.com/2026/03/02/p...

03.03.2026 00:18 πŸ‘ 316 πŸ” 88 πŸ’¬ 9 πŸ“Œ 8

Saskatchewan (sensibly) led the charge on this. GO RIDERS!!

02.03.2026 22:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Raygun @raygunsite.com is the best! I dropped into their Kansas City location and left with 6 shirts. Not just cool prints but high quality fabric too. Highly recommended.

02.03.2026 22:42 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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US moving pregnant immigrant girls to Texas to avoid providing abortions, critics say

Ex-official calls transfer of unaccompanied girls as young as 13, many pregnant due to rape, a human rights violation

02.03.2026 22:24 πŸ‘ 54 πŸ” 35 πŸ’¬ 8 πŸ“Œ 4
picture from the just-completed White House event of a side profile of Trump with a visible injury on his neck

picture from the just-completed White House event of a side profile of Trump with a visible injury on his neck

whoa -- this is new. Trump has a significant rash-like injury on his neck today in addition to his disfigured hand

(Saul Loeb/Getty)

02.03.2026 17:47 πŸ‘ 8166 πŸ” 2306 πŸ’¬ 2975 πŸ“Œ 2036

DOJ's recent 6th Circuit filing misspelled:

Voters as β€œVotors”
Emergency as "Emeregency"
United States as "United Staes"

And, it included a non-party in the caption.

These are the people who want access to your sensitive voting records and who my team fights in court every day.

02.03.2026 16:07 πŸ‘ 23105 πŸ” 7506 πŸ’¬ 1022 πŸ“Œ 436
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Not only *did* they start this war, they have no idea how to finish it.

02.03.2026 17:04 πŸ‘ 10664 πŸ” 2784 πŸ’¬ 894 πŸ“Œ 207

"That's the way it is," says the five-time draft dodger to our military families who fear their loved one in uniform could be next.

What a disgrace.

02.03.2026 00:37 πŸ‘ 6884 πŸ” 1753 πŸ’¬ 310 πŸ“Œ 59
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Learn With Ms Rachel review – undoubtedly the TV event of the year for millions of us The queen of children’s edutainment is back after four very long months, with her most extraordinary, envelope-pushing and moving special yet. Cue absolute relief for parents the world over

Learn With Ms Rachel review – undoubtedly the TV event of the year for millions of us

02.03.2026 15:03 πŸ‘ 78 πŸ” 11 πŸ’¬ 1 πŸ“Œ 3
ChatGPT pen test yields unexpected results in 2026 #chatgpt #ai
ChatGPT pen test yields unexpected results in 2026 #chatgpt #ai YouTube video by FatherPhi

I totally want this level of intelligence being used to write code, run companies, direct military strategy, and make medical care decisions.

β€œChatGPT how many hands to hold a pen??”

Via @FatherPhi on TT, YT, etc.

01.03.2026 19:40 πŸ‘ 9 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0
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Jayme Lawson from Sinners hit the nail on the head and said how I felt with the whole BAFTAs situation.

01.03.2026 05:23 πŸ‘ 8607 πŸ” 2935 πŸ’¬ 118 πŸ“Œ 364

Remember: Donald Trump created this crisis. He walked away from the Iran nuclear deal that was working, promising a "better deal." He didn't deliver. He escalated, abandoned real diplomacy, and has now led us into a conflict that puts us all at risk.

28.02.2026 14:28 πŸ‘ 3195 πŸ” 1011 πŸ’¬ 86 πŸ“Œ 37

Second cringey comment from trump this week that indicates regression: "I've been hearing about Cuba since I'm a little boy"

Earlier this week re SCOTUS tariff decision it was: "I want to be a good boy"

The Republicans' mad king is indeed... mad.

27.02.2026 22:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The verbal tells of Trump's dementia and regression are growing.

Responding re Cuba: "I've been hearing about Cuba since I'm a little boy"

Earlier this week re SCOTUS tariff decision: "I want to be a good boy"

This is demented regression. Terrifying. Where will Trump be cognitively in 2 yrs?

27.02.2026 22:35 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Callers to Washington state hotline press 2 for Spanish and get accented AI English instead Callers to Washington state’s driver’s license agency who select automated service in Spanish are instead hearing an AI voice speaking English with a strong Spanish accent.

Callers to Washington state’s driver’s license agency who select automated service in Spanish are instead hearing an AI voice speaking English with a strong Spanish accent.

27.02.2026 17:30 πŸ‘ 1988 πŸ” 733 πŸ’¬ 133 πŸ“Œ 513

It's hard, I know. Sending love.

27.02.2026 13:39 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0