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Thanks for allowing me to join. Looking for Ai and Hedera experts to speak at my conference this summer.
I have a big job, and need more help. Our goal is to use AI via a new technology called Hedera. It’s a post-blockchain digital ledger technology compatible with parcel-19.
I have a big job, and need more help. Our goal is to use AI via a new technology called Hedera. It’s a post-blockchain digital ledger technology compatible with parcel-19.
I am going to tokenize all federal assets on behalf of the U.S. federal government. Once tokenized illiquid value has value, and this will be assets on the federal books. If we get more assets than liabilities we - the U.S. is in the net positive. 
Things like US submarines, tanks, and governments facilities have a tradable value only once it’s on graph. Once on graph we can see a reflection of this in the U.S. net-worth. Simple premise, but I need Ai experts to help me do it.
@threadreaderapp “unroll”
@threadreaderapp “unroll”
While we were distracted, President Trump cut a tentacle off the Military Industrial Complex as he terminated ALL government contracts with private weapons defense contracting company, Booz Allen Hamilton.
Booz Allen Hamilton was a main financier for the Biolabs in Ukraine.
Booz Allen Hamilton has had involvement in areas related to biological threat reduction, biodefense, and biosecurity through various Department of Defense contracts.
Roughly 98% of Booz Allen Hamilton's revenue comes from U.S. government contracts. Without batting an eye, Trump shut them down and bankrupted them overnight.
He's doing it, ya'll.
He's draining the swamp amidst all the fog covering the field.
Booz Allen Hamilton was a main financier for the Biolabs in Ukraine.
Booz Allen Hamilton has had involvement in areas related to biological threat reduction, biodefense, and biosecurity through various Department of Defense contracts.
Roughly 98% of Booz Allen Hamilton's revenue comes from U.S. government contracts. Without batting an eye, Trump shut them down and bankrupted them overnight.
He's doing it, ya'll.
He's draining the swamp amidst all the fog covering the field.
The NSA wasn't just Treasonously and illegally spying on President Trump, it's possible they were funding Biolabs by proxy.
Former NSA director James Clapper ADMITTED the NSA spied on President Trump during his candidacy and throughout his entire term.
Ukraine Biolabs:
@dgaytandzhieva and Edward Snowden uncovered in 2019 that the Ukraine Biolabs were being funded by Snowden's Former Employer — Booz Allen Hamilton — Private Weapons Defense Contractor which Obama's former DNI James Clapper was an Executive Board member of.
It's always been a revolving door of evil corporations pushing their elites into government positions to not only cover up their crimes, but advance their agendas around the world using the might of our military and full weight of our government.
Kinda seems like James Clapper and his NSA goons were doing A LOT more than just spying on President Trump 👀
Former NSA director James Clapper ADMITTED the NSA spied on President Trump during his candidacy and throughout his entire term.
Ukraine Biolabs:
@dgaytandzhieva and Edward Snowden uncovered in 2019 that the Ukraine Biolabs were being funded by Snowden's Former Employer — Booz Allen Hamilton — Private Weapons Defense Contractor which Obama's former DNI James Clapper was an Executive Board member of.
It's always been a revolving door of evil corporations pushing their elites into government positions to not only cover up their crimes, but advance their agendas around the world using the might of our military and full weight of our government.
Kinda seems like James Clapper and his NSA goons were doing A LOT more than just spying on President Trump 👀
So we have Obama's former Director of National Intelligence James Clapper who ADMITTED they spied on Trump's campaign — who just so happened to be an Executive Board Member of Booz Allen Hamilton — that just so happened to be funding Biolab facilities in Ukraine?
It's interesting that Putin is in Ukraine clearing out Biolabs while Edward Snowden is being protected in Russia.
Dilyana Gaytandzhieva's 2018 Ukraine Biolab Full Documentary:
youtu.be/_8hQi2Zv1L0?si…
Dilyana's EXTENSIVE Ukraine Biolab Research - 2018:
US Diplomats Involved In Trafficking Human Blood & Pathogens For Secret Military Programs :
dilyana.bg/us-diplomats-i…
Pentagon Biolab Discovered SARS-like Coronavirus in Bats
armswatch.com/project-g-2101…
Pentagon Studies Bioterrorism Agents in Kazakhstan
armswatch.com/pentagon-unit-…
* Documents Expose US Biological Experiments on Allied Soldiers in Ukraine & Georgia
armswatch.com/documents-expo…
Why isn't Dilyana's YEARS OLD (2018) EXTENSIVE boots on the ground investigative journalism into the Ukraine Biolab isn't THE MOST hot topic right now? There's SO MUCH there!
It's interesting that Putin is in Ukraine clearing out Biolabs while Edward Snowden is being protected in Russia.
Dilyana Gaytandzhieva's 2018 Ukraine Biolab Full Documentary:
youtu.be/_8hQi2Zv1L0?si…
Dilyana's EXTENSIVE Ukraine Biolab Research - 2018:
US Diplomats Involved In Trafficking Human Blood & Pathogens For Secret Military Programs :
dilyana.bg/us-diplomats-i…
Pentagon Biolab Discovered SARS-like Coronavirus in Bats
armswatch.com/project-g-2101…
Pentagon Studies Bioterrorism Agents in Kazakhstan
armswatch.com/pentagon-unit-…
* Documents Expose US Biological Experiments on Allied Soldiers in Ukraine & Georgia
armswatch.com/documents-expo…
Why isn't Dilyana's YEARS OLD (2018) EXTENSIVE boots on the ground investigative journalism into the Ukraine Biolab isn't THE MOST hot topic right now? There's SO MUCH there!
Just over her browsing the Epstein files waiting on Nancy Guthrie updates and we found this.
Odd. Very odd.
Odd. Very odd.
Well - interesting document
Pg 1
Pg 1
pg 2
Welcome to day 1 of our NDSS 2026 showcase. We are starting with "Mad Science Hacks." These papers demonstrate attacks that bridge the physical and digital worlds, exploiting physics to break security in ways that feel impossible.
Zhang et al. repurpose telecom fiber optics as distributed acoustic sensors, recovering speech and audio from miles away by analyzing light phase changes caused by vibrations. ndss-symposium.org/ndss-paper/hid…
In simple terms: Internet cables under the street can act like hidden microphones. Scientists found that analyzing light signals inside these cables allows them to eavesdrop on nearby conversations without ever entering the building.
🔥Russia’s oil crash: Gazprom begging under $60B debt. Ukraine 👏
🧵 1/13
🧵 1/13
🔥 Russia's oil giant Gazprom begging
Gazprom faces $60 billion in debt from the past year, prompting billionaire CEO Alexei Miller to declare it "our common debt, of every citizen." Once Russia's richest corporation, it now requires rescue amid collapsing energy revenues.
2/13
Gazprom faces $60 billion in debt from the past year, prompting billionaire CEO Alexei Miller to declare it "our common debt, of every citizen." Once Russia's richest corporation, it now requires rescue amid collapsing energy revenues.
2/13
🔥 Oil prod. crisis
Russia's oil output has fallen for the third straight month, with Jan. 2026 at 9.246M bpd down 58k from Dec. Systemic analyst Evgeny Istrebyn calls it "sensational proof of Russia's vulnerability" as high-cost wells shut down below the $45-50 threshold.
3/13
Russia's oil output has fallen for the third straight month, with Jan. 2026 at 9.246M bpd down 58k from Dec. Systemic analyst Evgeny Istrebyn calls it "sensational proof of Russia's vulnerability" as high-cost wells shut down below the $45-50 threshold.
3/13
With longer duration of Long COVID, some key brain connections become weaker - especially those linked to prefrontal regulatory areas.
At the same time, other connections become stronger.
A new fMRI study shows this reflects a progressive reorganization of how brain networks communicate🧵
At the same time, other connections become stronger.
A new fMRI study shows this reflects a progressive reorganization of how brain networks communicate🧵
The study didn’t just look at isolated brain regions.
It examined how entire brain networks coordinate during cognitive effort - because performance depends less on single areas and more on how well networks synchronize
It examined how entire brain networks coordinate during cognitive effort - because performance depends less on single areas and more on how well networks synchronize
That synchronization was disrupted in Long COVID.
The main problem wasn’t damage to one function, but impaired regulation - the brain’s ability to detect what matters and shift efficiently into task-focused mode.
The main problem wasn’t damage to one function, but impaired regulation - the brain’s ability to detect what matters and shift efficiently into task-focused mode.
I have stirred up a hornets nest. lol. Much to write in the coming days.
But it’s important to note this thread confirms I was not exaggerating the SBC’s claim. As a Baptist, you’re being asked to accept that if you cooperate with the SBC, its leaders can lie about local pastors and members, and decide to give no justice.
But it’s important to note this thread confirms I was not exaggerating the SBC’s claim. As a Baptist, you’re being asked to accept that if you cooperate with the SBC, its leaders can lie about local pastors and members, and decide to give no justice.
Indeed, it can lie about the justice it would give you.
You can’t even contract for them to not defame you. This is a long way from “no law…prohibiting the free exercise thereof.”
You can’t even contract for them to not defame you. This is a long way from “no law…prohibiting the free exercise thereof.”
My basic position is that Baptist cooperation is internecine cooperation. When different churches cooperate, they do not yield to the impositions of the other, other than by normal human agreements (contract).
In Crime and Punishment, Fyodor Dostoevsky was not writing a crime novel in the modern sense. He was staging a moral experiment, almost a trial, asking a single, dangerous question… What happens if a human being believes they stands beyond moral law?
Dostoevsky is attacking the 19th century faith that human reason, detached from conscience, can replace moral truth. Raskolnikov’s crime is not merely murder, it is the attempt to think himself above humanity. Above the people around him
For Dostoevsky, reason can justify almost anything, yet the soul will not believe it. Raskolnikov discovers that guilt is not a social construct and conscience is not learned behavior. You can deny them intellectually, but you cannot escape them existentially. They are fatal
Roger Froikin @rlefraim wrote, "The Reality of State and City Debt
There is a handful of US states and large cities with so much debt that, unless they act to reduce it soon, we will see tragedy.
1)
There is a handful of US states and large cities with so much debt that, unless they act to reduce it soon, we will see tragedy.
1)
The States: California, New York, New Jersey, Connecticut, and Kentucky. The Cities: New York, San Francisco, Chicago.
You see, when one is in debt, there are limited ways to handle that debt.
2)
You see, when one is in debt, there are limited ways to handle that debt.
2)
One can increase income, decrease expenses, or defer debt to a future point in time through alternate debt. That is true of individuals, families, or government.
3)
3)
Being self employed and having to do lots of repetitive manual computer tasks, I've been checking in on AI progress to see if I can automate myself into having more free time. In August, I got ChatGPT and Claude subscriptions and did my tasks side by side for a month...
One task involves parsing a 100+ page PDF file and tallying specific item totals with a set of rules. In August, both LLMs struggled much more than I expected. They had hallucinations and wouldn't fix when corrected. Ultimately took more time than manual and I gave up.
A second task is compiling a large spreadsheet from a bunch of differently formatted CSV files, making a series of transformations to the data based on my domain specific knowledge, fixing various formatting issues, and creating a machine readable output file.
AI news weekend roundup 🧵
GPT-5.2 just made an original discovery in theoretical physics.
ByteDance dropped a model that beats GPT-5.2 and Gemini 3 Pro at 1/10th the price.
The Pentagon might cut Anthropic's $200M deal, and more.
Here's everything you might've missed:
GPT-5.2 just made an original discovery in theoretical physics.
ByteDance dropped a model that beats GPT-5.2 and Gemini 3 Pro at 1/10th the price.
The Pentagon might cut Anthropic's $200M deal, and more.
Here's everything you might've missed:
GPT-5.2 independently discovered a new math formula in particle physics and formally proved it was correct.
It found that an existing answer in the field was actually wrong, then wrote the proof autonomously in 12 hours.
It found that an existing answer in the field was actually wrong, then wrote the proof autonomously in 12 hours.
ByteDance released Seed 2.0, a new model that competes with GPT-5.2 and Gemini 3 Pro across benchmarks.
This follows last week's viral Seedance 2.0 video model, which is now getting hit with cease-and-desists from Hollywood over copyrighted content.
This follows last week's viral Seedance 2.0 video model, which is now getting hit with cease-and-desists from Hollywood over copyrighted content.
𝐄𝐗𝐏𝐎𝐒𝐄𝐃: Rockets superstar Kevin Durant caught talking trash about his current and former teammates on burners, @gethigher77 and others.
In these messages, Kevin Durant is seen trash talking his current and former teammates
What he says is shocking 😳
(A thread 🧵)
In these messages, Kevin Durant is seen trash talking his current and former teammates
What he says is shocking 😳
(A thread 🧵)
