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Posted on 08/31/2025 9:08:15 PM PDT by ransomnote
Many come here to read dispatches from the War between Good and Evil, to red-pill and encourage.....and to pray and give thanks to the God who fights for us.
https://truthsocial.com/@realDonaldTrump/115119962578158249
Q has reminded us repeatedly that together, we are strong. As the false "narrative" is destroyed and the divisive machinery put in place by the Deep State fails, the fact that patriotism has no skin color or political party is exposed for all to see.
3038 Mar 12, 2019 2:55:14 PM EDT
Q !!mG7VJxZNCI ID: 4fe510 No. 5643022>Decide for yourself (be free from outside opinion).
>Decide for yourself (be objective in your conclusions).
>Decide for yourself (be true in your own beliefs).
>Decide for yourself (be open to following the facts).
>Decide for yourself (be strong in defending your beliefs).
>Decide for yourself (be resistant to blindly accepting fact-less statements).
>Decide for yourself (be free)
Those who attack you.
Those who mock you.
Those who cull you.
Those who control you.
Those who label you.
Do they represent you?
Or, do they represent themselves (in some form)?
Mental Enslavement.
The Great Awakening ('Freedom of Thought’), was designed and created not only as a backchannel to the public (away from the longstanding ‘mind’ control of the corrupt & heavily biased media) to endure future events through transparency and regeneration of individual thought (breaking the chains of ‘group-think’), but, more importantly, aid in the construction of a vehicle (a ‘ship’) that provides the scattered (‘free thinkers’) with a ‘starter’ new social-networking platform which allows for freedom of thought, expression, and patriotism or national pride (the feeling of love, devotion and sense of attachment to a homeland and alliance with other citizens who share the same sentiment).
When ‘non-dogmatic’ information becomes FREE & TRANSPARENT it becomes a threat to those who attempt to control the narrative and/or the stable.
When you are awake, you stand on the outside of the stable (‘group-think’ collective), and have ‘free thought’.
"Free thought" is a philosophical viewpoint which holds that positions regarding truth should be formed on the basis of logic, reason, and empiricism, rather than authority, tradition, revelation, or dogma.
When you are awake, you are able to clearly see.
The choice is yours, and yours alone.
Trust and put faith in yourself.
You are not alone and you are not in the minority.
Difficult truths will soon see the light of day.
WWG1WGA!!!Q
In the battle between those who strip us our constitutional rights, we can't afford to let false divisions separate us any longer. We, and our country, will be forever made stronger by diligently seeking the truth, independence and freedom of thought.
Where We Go 1, We Go All
Thumbs up.
Good night everyone!
In the General/Chat forum, on a thread titled Q ~ Trust Trump's Plan ~ 09/01/2025 Vol.511, Q Day 2866, LittleLinda wrote: Thank you for the repost. It occurs to me that we are now in the middle of the REAL pandemic. My grandmother died when she was 98 and lived through the 1917 influenza pandemic. She told me that they knew it was a pandemic because everyone knew 10 people who died and one of them was in your family. That’s also how I knew the 2020 covid scamdemic was fake. I now know of 10 people in my circle who have died suddenly, and a nephew is now one of them. He was only 35 and obese by most standards. He was also very vaccinated. Maybe a coincidence? The number of friends with either neuropathy in their extremities or serious kidney issues is also extraordinarily high. Three with kidney cancer, five with neuropathy, all jabbed at least three times. All of my unvaccinated friends and acquaintances have good health for their ages with no sudden or unusual problems. It’s unbelievable to me that people are not talking about the increase in debilitating conditions and deaths.
Wise observations.
I am so sorry for your loss(es).
Among my friends there were neurological problems - rashes that look like shingles but a doctor told one of them it couldn't be shingles because it occurred on both sides of the body. Those rashes were terrible, covered the back and chest of elderly man who suffered more when the days were warm (it would glow red and itch). He reasoned it was a 'heat rash'.
A friend dealt with that rash and continuous debilitating gastro issues, emotional problems and brain fog. But she was proud she was just 'so vaxxed' and therefore invincible.
Infirmities don't get much mention but they are powerful injustices too. I recall reading a VAERS post about a sprightly very elderly man - active and great sense of humor. Had the vax and retreated into his shell, essentially waiting to die. The physician took care to make people understand the man lost his life though his heart was at that time still beating.
There's the habit of reporting fatalities without counting how many lost their jobs and can't work now. One woman was assigned therapy which was unavailable (long waitlist for more than a year) and she couldn't walk around her apartment without falling, so she sat in a chair and looked around the room, all day.
The combined total of quality of life lost and quantity of (lifespan) lost is never counted. Stoddard has a video about abrupt shifts of the working population now on disability.A few years ago, I recall posting the transcript to a video interview of Robert F Kennedy Jr. He said that he doesn't believe the flu was ever as virulent as they claim, and that the CDC combined pneumonia deaths with flu deaths and reported them as flu deaths (justification for people to get the flu vax).
RFK Jr. said he always asks people he meets the number of people in their circle who died of the flu. That was always the push - get the vax or die of the flu (at least for elderly). Only one person he ever asked knew someone who died of the flu. All others were pneumonia.
So I went to the CDC portal and checked the legends of flu versus flu 'vaccinations'. I discovered those flu charts were titled 'PI' for pneumonia/influenza - combined.
I don't believe we ever needed annual flu shots, and don't need them now for variants. Michael Yeadon made the point that from 2003 (SARS) to 2020, SARS survivors were still immune to the SARS virus, and that those SARS survivors were also immune to Covid because there was at least 25% similarity in the virus. This makes sense that our immune systems would not have to face every illness as if it were all new to the immune system.
Another whistleblower nurse said that 'variants' only exist outside the hospital. Talk of, testing of, data collection of, notes about....variants did not exist in her hospital. The only person who ever said the word 'variants' was HR pressuring nurses to get the COvid vax.
Not me, and Raisin toast is yummie too!
Wow! I wondered if it might appear some place eventually. I am a bit surprised it is YouTube. Let me know if it is the full long production - probably over 4 hours! It competes on that score with 'Gone With the Wind'! 😉
I wonder who is releasing it and where they got it. Let me know if you find out. I suppose Disney could release it but they won't make any money on it on YouTube I don't think.
***But there’s a down side for the 150 club. A few recaps into the cycle with chicom parts one would likely start speaking Chinese. A dead giveaway, so to speak?
~~~~~~~~~~~~~~~~~~~
A half hour after the transplant and you are dying again...
🐷
Raisins CAN Be Anywhere! OOOooooo!
I bet you check for raisins in your closet and look under the bed before you can sleep at night.
Me, aint scared of no Raisin,
I gargle with ‘em before I turn in at night.
who knew about this??
`
NYT: Navy SEAL Mission Into North Korea Fell Apart
https://www.thefrank.com/article/nyt-navy-seal-mission-into-north-korea-fell-apart?
A group of Navy SEALs secretly entered North Korea in early 2019 to plant a device to intercept the communications of dictator Kim Jong Un — but ended up firing on unarmed civilians diving for shellfish, puncturing their lungs to conceal their bodies and aborting the mission, according to a report.
The top-secret mission, reportedly authorized by President Trump during his first term, was carried out by SEAL Team 6’s Red Squadron — the same unit that killed Osama Bin Laden, the New York Times reported Friday.
If successful, the mission could have delivered critical intelligence amid delicate nuclear negotiations between Kim and Trump, the outlet reported based on interviews with two dozen people, including civilian government officials, members of the first Trump administration, and current and former military personnel with knowledge of the mission.
The mission was so risky that it required Trump’s direct approval. If SEALs were caught on North Korean soil, it could have sunk nuclear negotiations or led to a hostage situation, the report claimed.
...more
From the YouTube description:
Path to 9/11, The (television) A five-hour dramatization of the events leading up to the attack on the World Trade Center, beginning with the bombing of the Center in 1993. Directed by David L. Cunningham. Aired, without commercials, on ABC on September 10-11, 2006. Stars Harvey Keitel (John O’Neill), Stephen Root (Richard Clarke), Donnie Wahlberg (Kirk), Barclay Hope (John Miller), Patrica Heaton (Amb. Bodine), Shaun Toub (Emad Salem), Amy Madigan (Patricia Carver), Nabil Elouahabi (Ramzi Yousef), Mido Hamada (Massoud), Dan Lauria (George Tenet). From Touchstone Television. Before airing, controversy was raised regarding alleged historial inaccuracies. Eventually ABC made some slight cuts and ran a disclaimer reminding viewers that the film was fiction. In 2008, a documentary, Blocking the Path to 9/11, was produced by John Ziegler and Citizens United, claiming former President and Mrs. Clinton pressured television and studio executives into quashing a DVD release of the miniseries.
Uploaded in two parts by Dan Leonard/TeamLeonardUSA.
Part One is over two and a half hours long.
I had my one and only “flu” vaccination about 27 years ago. I got sick that evening and for about 3 days was sicker than I had ever been before (or since). When I told my doctor that the “flu” shot had made me sick, he just **laughed** at me and said, “you can’t get sick from the flu vaccine.” From then on, I never trusted doctors. Needless to say, I never got the vaxx.
NVIDIA Goes All Adam Smith - Small Language Models Are Best
Cognitive first principles do not change - focus on a problem to solve it
https://fractalcomputing.substack.com/p/nvidia-goes-all-adam-smith-small
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NVIDIA Goes All Adam Smith - Small Language Models Are Best
This week the ongoing battle between the massive centralized data center team and the distributed, compute where the data is team - took an historic turn.
NVIDIA stepped up - going all in on classical economist Adam Smith - specialization is better than dreaming - get to work building Small Language Models.
Most A.I. agents do not need Large Language Models - says NVIDIA.
A.I. agent problems are specific - not general, and specific problems have very constrained domains.
That is why they are called agents - not philosophers.
Of course, agents are specific - because nobody on the planet needs an energy consuming data center - ripping up Virginia farmland, to write haikus or decide the purpose of mankind.
When your governor told you the future of A.I. is large data centers he did not tell you big data centers are needed for Large Language Models - which are needed for UNCONSTRAINED analysis - when every critical A.I agent problem is CONSTRAINED.
..... Adam Smith published The Wealth of Nations.
Smith made simple, yet stunning - proven - hypotheses:
Dividing labor into simple, repeatable tasks is a “division of labor, and it is the foundational principle of classical economics.
We are learning it may also be a first principle in human and machine decisioning.
NVIDIA observed that A.I. agents are specific, employ constrained models addressing identified problems.
A.I. agents are a better fit for small language models - which are kind of like dividing up the A.I. labor.
Division of labor demands applying constraints to a task.
Adam Smith used the example of a pin manufacturer.
If one guy makes the entire pin (today’s LLM), he can make a fraction of pins made by a team where everyone performs a SPECIFIC TASK.
Divide the problem into its individual components - division of labor - everything changes.
· Workers become more skilled at each task.
· Workers work faster, producing more pins, because they do not waste time moving around among tasks.
· Specialization creates innovation - innovation creates new tools and methods - and more pins are manufactured.
NVIDIA made almost the identical observations with Small Language Models (SLM) versus Large Language Models.
Since the Fractal team is steeped in economics as well as computer science, we relished the article. HERE
(https://medium.com/data-science-in-your-pocket/nvidia-small-llms-are-the-future-a01a7f602b48)
.....The fundamental difference between LLMs and SLMs is the SLM is task oriented - the LLM is a model of about everything.
When one looks at the A.I. problems companies and the government deal with today, few, if any need an LLM.
.....Let’s take an example - one everyone can understand.
Your spouse wants BRAVO on the streaming channel.
BRAVO is available via HULU - and one or two less well-known streamers - and HULU is $104 a month.
Most of the HULU stuff is Disney and nobody in your house watches cartoons, so why are you paying $104 for HULU, when you only want BRAVO?
That is a constrained A.I. problem.
That is a very tangible problem for a frustrated streaming watcher, and they want an answer.
Someone, probably a HULU competitor builds an SLM to deal with this modern-day irritation and it gives the answer one could not find spending hours on the web site of 5 streaming services.
Over time, more people ask this question.
Maybe one guy wants BRAVO and ESPN but not the History Channel.
Here we are dealing with the constrained problems of life - don’t deny it, this is what each of us cares about.
When you go to the A.I. system - and it is an LLM, if it tells you it has no idea how you can get BRAVO cheaper, but you shouldn’t be watching BRAVO anyway you should be learning a new language - you will scream into the phone.
As the NVIDIA piece notes “…..you do not need open-domain brilliance, you need an answer that matters.”
A.I. agents provide answers that matter - now.
A.I. agent models are there to solve very specific problems or questions.
When the system can identify from a caller’s voice - their native language - which is not English, and route them instantly to a native speaker - that solves a problem and ONLY that one problem.
NVIDIA and Adam Smith agree on a whole lot more.
.....When you are solving a small problem, like figuring out how much you need to cough up to the Federal government for that 401(k) after age 65 Schwab or Fidelity can give you a quick A.I. agent answer.
Those rules change constantly - and using small language models, which aggregate - the domain experts can focus on only the model for the 401(k), quickly adapt its rules which then tie to the other small models.
Adam Smith called it dexterity - the A.I. guys from NVIDIA point out the “unused parameters” in a large model - which Schwab pays for yet are of zero value to the customer’s problem.
.....LLMs are energy black holes - causing the madness of big data centers each of which consumes half a million gallons of water a day. If LLMs are not needed for agentic A.I. why the data center madness?
.....One of the benefits of the SLM approach for agentic A.I., according to the NVIDIA team - and we agree - is the small language model can be fine-tuned from the data.
NVIDIA explained it as small models, working together - generating training data making the system tighter, cheaper and using less energy.
Adam Smith called this innovation - but specialization pretty much always yields this benefit, let’s look.
A small language model operates against a domain - a data model of all the stuff relevant to its world. Each operation yields answers - and those answers are unlikely to be perfect Day 1.
So the application builders “tune” the small language model - to make it reactive to its own data.
If an agent is providing an instruction that is inaccurate, it’s possible to find why, make the change and use the model’s predictions, measured against results to modify the model.
It is improbable to impossible to do this with a large language model which is, by definition, all things to all people.
.....NVIDIA makes another critical observation - one easily overlooked.
Small language models make computing where the data resides more feasible. A short sentence opening an entire world of technological disruption.
Computing where the data resides, like on a backpack on a battlefield avoids sending data to Amazon and waiting for a customer service rep to respond – it is becoming a thing.
While edge computing never took off, because edge companies think the edge is a data center on every corner - drone warfare makes the military types understand fast the days of centralized compute are over.
NVIDIA makes the compelling case SLMs can bring agentic A.I. to where the problem may be, and there is unlikely to be a data center on the corner.
So why are so many people all crazy fired up on LLMs?
.....he tech market is “addicted to centralized” compute, with all data in one great big data center, with APIs among the components. That’s in the article, not Fractal but we have been saying that for a long time.
How did the tech market get here?
A.I. showed up in the last 24 months - to the masses - and immediately became the must have for everyone.
Almost-half-a-century-old software companies like Oracle, with old, I/O wait state intensive technology, and others like Palantir - had to go A.I. or go home.
When you carry a multi-billion-dollar market cap, nobody’s going home so obsolete technology companies went all in on A.I. - via marketing, not with actual new, nimble A.I. technology.
They told the world it needed massive data centers to run large language models. Of course they did, Oracle and Palantir need a data center, A.I. does not.
The LLM vs. SLM battle started with obsolete, high I/O latent wait state software companies struggling to stay relevant - claiming A.I. needed data centers the size of Manhattan.
Like all technology cycles, over time, as more problems are addressed by a new tech like A.I. more insightful heads bring insight.
NVIDIA this week opened this door a little wider that agentic A.I. - which is most of A.I. does not need large language models.
Fractal proves every day any existing data center can be more productive by a factor of 1,000 without the commensurate energy usage - using I/O wait state-reducing technology.
Never took a stupid Flu shot in my life - got the “Stomach” Flu whatever that was a few times in the 80s.
I figured out the way to beat that was as soon as you felt it coming on, STOP eating. And I guess after a while my immune system was better at preventing it. Unpleasant memories of that booger.
10 Florida residents accused of operating ‘sham’ immigration business to smuggle migrants into the U.S.
Excerpt:
.....A group of 12 people are accused of facilitating an international smuggling operation involving operating a “sham” immigration business. The group allegedly prepared visa applications, laundered millions of dollars in payment and exploited the immigration process through the business, “ASESORIA Y SERVICIOS MIGRATORIOS LLC.”
From January 2021 through June 2025, the defendants allegedly posed as a legitimate immigration service and used social media to claim Cuban nationals could secure U.S. entry through false claims of European citizenship, officials said.
Investigators said the organization took in more than $18 million during the course of the operation. Those involved allegedly charged clients between $1,500 and $40,000. Records show they spent more than $2.5 million on flights alone, sometimes even chartering private planes to move groups of migrants, and funnelled more than $7 million through payment apps such as Zelle.
Twelve people, including 10 residents in Florida, have been indicted in the schemes. They are:
Lazaro Alain Cabrera-Rodriguez, 27, of Hialeah, who lives illegally in the U.S.
Yuniel Lima-Santos, 30, of Tampa
Liannys Yaiselys Vega-Perez, 26, who lives illegally in Lebanon, TN
Marianny Lucia Lopez-Torres, 25, residing in Cuba (formerly Hialeah)
Frandy Aragon-Diaz, 33, of Cuba, who lives illegally in Tampa
Erik Ventura-Castro, 23, residing in Hialeah
Miguel Alejandro Martinez Vasconcelos, 30, of Tampa
Walbis Pozo-Dutel, 30, residing in Katy, TX
Emanuel Martinez Gonzalez, 28, who lives illegally in Hialeah
Luis Emmanuel Escalona-Marrero, 31, of Tampa
Layra Libertad Treto Santos, 31, of Tampa
Gisleivy Peralta Consuegra, 40, of Tampa
All defendants, except Consuegra, are charged with conspiracy to commit alien smuggling for financial gain.
Lima-Santos and Aragon-Diaz are also charged with alien smuggling for financial gain.
Lima-Santos, Vega-Perez, Aragon-Diaz, Treto Santos and Consuerga are charged with conspiracy to commit asylum fraud.
Cabrera-Rodriguez, Lima-Santos, Vega-Perez, Aragon-Diaz, Ventura-Castro, Vasconcelos, Escalona-Marrero and Treto Santos are charged with conspiracy to launder monetary instruments.
***who knew about this??
~~~~~~~~~~~~~~~~~~
I have my doubts. Many of the missions that our SPECOPS types do we will never hear about, good or bad.
🐷
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