Design for safety

Link Here

Ships, aircraft, spacecraft, automobiles are designed for safety using Failure Modes and Effects Analysis (FMEA). Engineers understand the laws of physics that apply and perform the relevant analysis. Safety critical products must be designed for safety. Vaccines are never ever designed. They are developed by incompetent tinkerers using trial and error. Vaccine developers readily admit they do not understand how their product works, fails or maims. So they are unsafe by definition. You cannot test your way to safety.

AI and software developers are just like vaccine developers. They do not understand how AI works. So they cannot design it for safety. So just like vaccines, they resort to just testing them. So just like vaccines, AI is a disaster when it comes to safety. Software is notorious for poor quality. It is so full of bugs, needs constant updates, which come with new bugs.

As Dr. Robert Malone points out:

How to Train Your AI

You cannot read the weights and confirm they are safe. You have to probe the model through testing and observe how it behaves.

So AI is unsafe by definition, just like vaccines.

Product liability protection

All unsafe products need product liability protection. First it was the nuclear power industry, then vaccines, glyphosate and now it will be AI. There is not enough money in the world to pay for the damage that unsafe AI will cause. So product liability protection for AI is a matter of “when” not “if”.

AI is being integrated into defense systems. Sec. Hegseth is already waving the Defense Production Act at Anthropic. Defense Production Act can also be used to waive liability for AI just like Trump did with glyphosate.

Human extinction

Unsafe AI + secretly integrating AI into military systems = human extinction. Biden/Harris wanted to start a nuclear war by themselves to cover up their crimes.

Trump is happy to just let AI start a nuclear war instead.

Dinosaurs needed an external event for extinction. Humans are so intelligent, we need no such help.

Vinu’s Newsletter is free today. But if you enjoyed this post, you can tell Vinu’s Newsletter that their writing is valuable by pledging a future subscription. You won't be charged unless they enable payments.

Tonight I watched something that reminded me exactly why American air dominance is unmatched.

Two American F-35 Lightning IIs flew straight into one of the most heavily defended airspaces on the planet.

Fortified.

Layered.

Protected by Russian-designed S-400 air defense… pic.twitter.com/5nkRNX1tYX

— A Gene Robinson (@AlBuffalo2nite) February 28, 2026

Embedded emissions

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Article Here - From Wikipedia, the free encyclopedia

Many people believe that CO2 is not a pollutant, and labeling it as a greenhouse gas is simply a form of propaganda.

For the related concept in relation to energy, see embedded energy.

Embedded CO₂ in global trade, 2023

One way of attributing greenhouse gas emissions is to measure the embedded emissions of goods that are being consumed (also referred to as "embodied emissions", "embodied carbon emissions", or "embodied carbon"). This is different from the question of to what extent the policies of one country to reduce emissions affect emissions in other countries (the "spillover effect" and "carbon leakage" of an emissions reduction policy). The UNFCCCmeasures emissions according to production, rather than consumption.^[1] Consequently, embedded emissions on imported goods are attributed to the exporting, rather than the importing, country. The question of whether to measure emissions on production instead of consumption is partly an issue of equity, i.e., who is responsible for emissions.^[2] 

Layne Norton EXPOSES Fake Health Gurus & DISMANTLES Their Lies

Layne Norton EXPOSES Fake Health Gurus & DISMANTLES Their Lies by Rav Arora

Read on Substack

@Rav Arora

Independent journalist. Writing on Big Pharma, health agencies, and political corruption. Known for debating Mark Cuban on vaccine mandates Seen on podcasts with Jordan Peterson, Russell Brand, Bret Weinstein. Mentioned by Joe Rogan several times.

President Donald J. Trump’s 2026 State of the Union Address

February 24, 2026

Why the Foundations of Islam Are Now Crumbling with Dr. Jay Smith ‪@pfanderfilms‬ - Part 2

Jul 22, 2025

Podcast

How much do you really know about Islam? Is it possible that we've never been told the full story about the historic origins of Muhammad, Mecca, and the Qur'an? In this midweek episode, Frank continues his fascinating conversation with Islam expert, Dr. Jay Smith ‪@pfanderfilms‬, who has dedicated his life to evangelizing Muslims. Together, they expose the shocking lack of historical and manuscript evidence for the Qur’an, the prophet Muhammad, and even the city of Mecca itself. Together, Frank and Dr. Smith address questions like: -- What is the earliest manuscript evidence for the Qur’an, and why do over 2,000 variants raise serious concerns? -- Are parts of the Qur’an based on Christian hymns? -- Is Islam a Christian heresy? -- Who is John of Damascus and why did he call parts of the Qur’an despicable, terrible, and evil? -- Why did a top a Muslim scholar recently admit that we don’t have good historical evidence for anything written about what Muhammad said or did? -- Why are most Muslim scholars so hesitant to talk about the Qur'an’s apparent problems? -- What's the problem with the Black Stone of Mecca located in Saudi Arabia? -- Could Islam have originated somewhere other than Mecca? -- Is it possible that the Muhammad of Islam never existed? -- What are the four major claims Muslims make about the Qur’an and how do they compare to Jesus and the Bible? -- What is Dr. Smith's advice for Muslims and Christians when it comes to responding to this material? This riveting conversation will not only expose the inconsistencies in Islam’s origin story, but also highlight the unmatched reliability of the Christian faith in contrast. We should encourage our Muslim friends to consider a better Man and a better Book--Jesus and His Word!

~~~~~~~~~~~~~~~~~~~~~~~~

📚 RESOURCES MENTIONED DURING THE EPISODE:

Why the Foundations of Islam Are Now Crumbling (Part 1)

   • Why the Foundations of Islam Are Now Crumb...   Dr. Smith's website - https://www.pfandercenter.org/ Dr. Smith's YouTube channel -    / @pfanderfilms   HOT OFF THE PRESS! Muslim Scholar Throws the Historicity of Muhammad UNDER THE BUS!

   • Muslim Scholar Dr Yasir Qadhi admits the H...   Two New Findings That Muhammad Didn't Exist -    • Two New Findings That Mohammed Didn't Exis...   Investigating Islam -    • Investigating Islam with Dr. Jay Smith (2 ...   Dismantling Islam PowerPoint Slides - https://bit.ly/dismantlingislam If you enjoyed this podcast episode PLEASE HELP US SPREAD THE TRUTH OF CHRISTIANITY BY SUPPORTING OUR MINISTRY USING THE LINK BELOW. 100% of your donation goes to ministry, 0% to buildings! 🤝 𝗦𝗨𝗣𝗣𝗢𝗥𝗧 𝗖𝗥𝗢𝗦𝗦𝗘𝗫𝗔𝗠𝗜𝗡𝗘𝗗 (𝗧𝗔𝗫-𝗗𝗘𝗗𝗨𝗖𝗧𝗜𝗕𝗟𝗘) 🤝 ● Website: https://crossexamined.org/donate/

 

Victor Davis Hanson: Why AOC Was at Munich Security Conference

Feb 21, 2026

 

#DailySignal

Victor Davis Hanson breaks down why Europe’s elites aren’t buying AOC’s anti-Trump grandstanding. Behind the polite applause and diplomatic smiles, they know President Trump was right about defense, energy, China, and NATO freeloading.

 We were made in image of God.

Charlie Kirk Takes on 3 Professors & a Teacher

Aug 21, 2025 = 3 weeks before he was assassinated, murdered by a cold blooded killer.

#CharlieKirk #TPUSA #News

"As America’s ONLY Christian conservative wireless provider, Patriot Mobile gives you exceptional nationwide coverage, with access to ALL THREE major U.S. networks—without compromising your values. Switching is EASY—keep your number, keep your phone, or upgrade! Their 100% U.S.-based team can activate you in minutes on the phone. Go to https://PatriotMobile.com/KIRK25 or call 972-PATRIOT. Use promo code KIRK25 for a FREE MONTH of service." For daily episodes, insight, and analysis like this, SUBSCRIBE to The Charlie Kirk Show TODAY: https://apple.co/2VCxGsh And for EVEN MORE—tune in to The Charlie Kirk Show LIVE on Salem Radio Network affiliates across the country, 5 days a week from 12—3PM ET