1/7 UFC Freedom 250: The People’s Consent to the New American Order
UFC Freedom 250 is a major event taking place on the White House South Lawn.
At first glance, a cage fight at the White House may seem like an odd addition to America’s 250th anniversary celebrations. In reality, it is a profound public ceremony that provides the legal mechanism for the full implementation of the New American Order - the restoration of national sovereignty under the law of the land and God’s jurisdiction.
To lawfully complete the shift under the law of the land, the sovereigns of that land – the American people – must give their explicit consent.
That is the purpose of UFC Freedom 250. Far more than a sporting event, it serves as the public ceremony required under Admiralty Law rules: the people’s visible endorsement of the transition into America’s New Order.
2/7 Recap: The One-Year Process of Restoring American Sovereignty
The following shows the steps that have already been taken in the dismantling of Admiralty Law:
America recapturing its flag (June 14, 2025): Flag Day celebrates the adoption of the American flag on June 14, 1777. It's the true symbol of land jurisdiction and national sovereignty. It was on this day in 2025 that America initiated the legal process of removing itself from British Admiralty jurisdiction in order to restore its sovereignty and the law of the land.
America asked to return to God (April 18, 2026): President Trump reads 2 Chronicles 7:11-12 to the nation as an appeal to return to God in recognition of the original covenant of 1776 - the Declaration of Independence - that places the nation under God’s jurisdiction.
Royal visit as a witness (April 27-30, 2026): As the living trustee of the Admiralty-based system, the King and Queen serve as legally recognized eyewitnesses. Their presence functions as formal acknowledgment of America completing the required legal steps for sovereign independence.
Fed Chairman steps down (May 15, 2026): The Federal Reserve has played a central role in upholding the British Admiralty (maritime) Law-based commercial system that powers the debt-based economy. By stepping down, it signals the shift back to American jurisdiction.
The National Prayer of Dedication (May 17, 2026): This comes one full moon (a complete cycle) after the appeal to the nation to turn back to God. The National Jubilee of Prayer is the public act of rededicating America back to God (2 Chronicles 7:14). It marks the withdrawal of consent from the 1871 commercial system that quietly gave jurisdiction back to the British maritime system, and the restoration of the 1776 covenant.
New Fed Chairman sworn in (May 25, 2026): Kevin Warsh was sworn in under the law of the land, which was clearly signaled by the absence of the gold-fringed flag (indicating Admiralty jurisdiction) and Supreme Court Justice Clarence Thomas administering the oath.
3/7 Using the Old System to End the Old System
The transition touches every area of life: spiritual, legal, and economic. At its core is the replacement of the foreign-controlled, Admiralty Law-based legal and financial system that has long dominated the nation. The legal process that began on Flag Day, June 14, 2025, is now nearing completion. By dismantling this structure, America removes the foundation that protected corruption, debt slavery, and treasonous actors loyal to that system.
Resistance from those who benefited from that arrangement is inevitable. The transition will involve a turbulent battle against a deeply entrenched system – the “storm” that will precede the people's new order. Though intense, this period will be swift and necessary to remove the remaining barriers to national sovereignty.
While the National Prayer of Dedication was an essential step in establishing who the nation would place itself under, it was not the final legal trigger for America’s new order. Under British Admiralty Law, a shift of this magnitude still requires a visible public “ritual” that demonstrates the people's consent through participation and celebration.
One of the oldest tools of the Admiralty system is now being used to secure that approval: “Ordo Ab Chao”. UFC Freedom 250 provides exactly that public spectacle: a high-visibility event on the White House lawn that fulfills the ritual requirement and completes the transition to the New American Order.
Reusing a held-out set adaptively should invite overfitting. Yet in ML we reuse benchmarks for years and they stay informative. Why so little overfitting?
By using LLM agents as extreme compression engines, we get new understanding of why. 🧵
Joint work w/ Martin Bertran and @Aaroth
A natural hypothesis: overfitting or memorizing the quirks of the test set takes a lot to describe. A genuinely good strategy (an architecture, an optimizer, a schedule) is simple.
So if a result survives being squeezed into a few words, it is very unlikely to be overfitting. But how would you test this?
Autonomous research agents let us run a controlled experiment we can't with human researchers: an agent can be reset.
So we let an autoresearch agent adaptively search for a strategy, then ask: what's the shortest message one could write to a freshly reset agent to reproduce the result?
Snyder: The U.S. is not just unreliable, it is behaving strangely.
Allies like Romania, Poland, Taiwan and South Korea expect America to save resources for serious moments, not waste munitions, reputation and focus on wars it cannot explain. 1/
Snyder: Trump wants to be Putin but cannot. He wants Putin’s money, Putin’s ability to fight wars, Putin’s power.
But he lacks the patience, attention span and competence and he is afraid of American public opinion. 2/
Snyder: Putin does have a vision for Russia. It is terrible, totalitarian and built on a false past where Russia and Ukraine were supposedly one.
He wants to be remembered as a ruler who brought more territory into Russia. 3/
CODEX İLE KENDİ KAYNAKLARIMDAN TAM BİR ARAŞTIRMA MAKALESİ ÜRETTİM.
Kendi tezimin kaynaklarını (PDF’ler, arşiv belgeleri ve makaleler) tek bir klasöre koydum. Sonra Codex’e dedim ki:“Sadece bu klasördeki belgeleri kullan.Orijinal bir argüman kur ve akademik düzeyde makale yaz.”
Sonuç oldukça şaşırtıcıydı.
Thread’de nasıl yaptığımı ve ne çıktığını anlatıyorum.
Adım 1: Hazırlık
Tezim için kullandığım tüm kaynakları topladım. Bunlar 2 farklı dildeydi.
Tüm PDF’leri ve belgeleri temiz bir klasöre attım. Klasörde yaklaşık 25-30 kaynak vardı. Hiçbir şeyi dışarıdan eklemedim.
Burada en kritik kısım buydu: Kaynakları **önceden iyi seçmek ve organize etmek**.
Adım 2: Prompt
Klasörü Codex’e yükledikten sonra şu tarz bir prompt verdim:
“Sadece bu klasördeki belgeleri kullanarak orijinal bir tez geliştir. [Teorik çerçeveler]. Makaleyi standart akademik yapıya göre yaz. Her iddiayı klasördeki kaynaklara dayandır.”
Prompt’u mümkün olduğunca net ve kısıtlayıcı tuttum. “Sadece bu klasördekileri kullan” vurgusu çok önemliydi.
A guy was ready to drop $1,500 on a new OLED TV because his 3-year-old Smart TV was freezing up and took 5 seconds just to respond to the remote.
He unplugged it. Deleted old apps. Cleared the cache. The lag kept coming back.
He went to Best Buy to get a replacement.
The home theater installer in the blue shirt stopped him: "Before you spend a grand, let me show you something."
He grabbed a remote and shook his head.
"There are 8 hidden tracking settings throttling your TV's processor right now. Manufacturers turn them all on by default. Nobody tells you they exist. Let's fix this."
Here's what he showed him in the next 8 minutes. 🧵
1. ACR (Automatic Content Recognition)
What it does:
Your smart TV is essentially taking a digital screenshot of your display every two seconds. It takes those snapshots, creates a digital fingerprint, and cross-references it with a massive database to figure out exactly what you are watching. It then sends that data back to the manufacturer so they can build a highly lucrative advertising profile of your habits. This massive data collection operation runs constantly in the background.
Why it kills performance:
Taking screenshots, processing the image data, creating a hash file, logging the timestamps, and firing it all through your Wi-Fi requires a ton of background computing power. Your TV's tiny internal processor is basically working overtime just to spy on you, leaving almost no memory left for you to actually navigate the menus.
How to kill it:
Samsung: Settings → Support → Terms & Policies → Viewing Information Services → Off
LG: Settings → All Settings → General → Live Plus → Off
Vizio: System → Reset & Admin → Viewing Data → Off
Sony: Settings → Privacy → Usage & Diagnostics → Off
The installer looked up and said, "Flipping this single switch just freed up 20% of your processor's capacity."
2. Motion Smoothing (The Soap Opera Effect)
What it does:
Hollywood movies are shot at 24 frames per second. Your TV tries to make them look smoother by using its graphics processor to invent totally fake, artificial frames and shoving them between the real ones to force the video up to 60 frames per second.
Why it kills performance:
Frame interpolation is an incredibly heavy math problem. Your TV is attempting to predict the trajectory of moving objects and render millions of new pixels in a fraction of a millisecond. If you hit the home button while a movie is playing, the menu will lag terribly because the TV chip is absolutely maxed out trying to draw fake frames in the background.
How to kill it:
Samsung: Picture → Expert Settings → Auto Motion Plus → Off
LG: Picture → Picture Mode Settings → TruMotion → Off
Sony: Picture → Motion → Motionflow → Off
Low dose naltrexone is legitimately a life changing drug for many - its anti-inflammatory benefits are able to help in a multitude of conditions. Let's talk about it. (🧵1/8)
Naltrexone is classically an opioid antagonist.
At its normal doses (50-100 mg) it's used to block opioid signaling in conditions like addiction, which reduces dopamine output from drugs.
This makes it easier to get off the drugs.
However, when used at lower doses it has some amazing other actions.
When used in low doses of 1-5 mg - this opioid receptor blockade has an interesting effect on the immune system.
Essentially, by blocking the mu opioid receptor, the body responds with an upregulation of endogenous opioids - mainly endorphins.
Endorphins have anti-inflammatory properties on a number of immune cells.
Perhaps more importantly, naltrexone has an antagonistic effect on the toll like receptor 4 (TLR4) - a receptor that scavenges for bacterial endotoxin and is probably the primary receptor for initiating inflammation throughout the body.
This is HUGE since these systems can cause symptoms in essentially every tissue throughout the body.