f3dc2c No.24898177 [View All]
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3202ea No.24899123
>>24899025
the question that needs to be asked is. why did he kill himself after he was in a gunfight with a citizen.
anon thinks he was taken out like so many others.
btw. anon made no comment on the idaho shooting but as always, 24 hr wait protocol.
This event should not end at the apparent self deletion..
see anons opine on the movie disclosure day below from p.b..
—
>>24898013, >>24898015 stephen speilberg movie disclosure.- anon movie review.
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bca1ba No.24899124
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7b53ef No.24899125
YouTube embed. Click thumbnail to play.
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242b04 No.24899126
>>24899119
He's looking for his MaTE.
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690559 No.24899127
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a59444 No.24899128
>>24899123
"i don't know anything about the shooting but here's a movie review"
that is a wild and random response kmfao
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7bf7d9 No.24899129
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c091a5 No.24899130
>>24899123
What I see is a continuation of it is not the peoples fault, when it is exactly the peoples fault.
Wait till the locals charge the civilian, will that alter your belief or theory?
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ba4a63 No.24899131
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bca1ba No.24899132
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6c948e No.24899133
Conservative Pundit Tells Sean Hannity That Trump ‘May Only Have 3 Months Left’
Jennifer Bowers Bahney
Aug 1st, 2026, 6:07
Conservative pundit Dave Rubin told Sean Hannity that President Donald Trump “may only have three months left” to complete his agenda if Democrats sweep the midterms.
In a teaser clip from Hannity’s Hang Out with Sean Hannity podcast that was posted on Satruday, Rubin said, “People really better understand that it’s not that Trump has two-and-a-half-years left. He may only have three months left. That in essence is where we could be.”
“Good point,” Hannity agreed.
“If the Republicans lose the House and lose the Senate — well, first, if they lose the House, he’s going to get hung up in impeachment. He will likely not be impeached. But meaning we will end up with —”
“Oh, he’ll be impeached,” Hannity declared.
“Right, no, no, he’ll be impeached, but he probablywon’t be removed from office. They’re not going to get enough votes in the Senate one way or another, or something.
But the point is that the process to end these last 10 years of MAGA and everything that has happened since 2015 will begin. And then it’s not just that they will be emboldened, the crazies on the left will be emboldened.”
Rubin continued:
Then the fighting on the right, to whatever extent we’ve already talked about it, that’s going to go completely bananas because it’s going to be like rats jumping from a ship. And then you’re going to have all these people leaving Trump and trying to pick up the pieces. It’s going to be complete chaos. So, people really better understand that. It’s not just that at this midterm, which everyone always says is the most important election of all time. Like, I don’t see how it could possibly be more important than it is right now.
“We are on the edge of handing the keys to the castle to people who are telling us they want to burn the castle down,” Rubin added, “And we’re about to hand them the keys to do it.”
The full Rubin episode will be released on Tuesday.
https://www.mediaite.com/media/news/conservative-pundit-tells-sean-hannity-that-trump-may-only-have-3-months-left/
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346e82 No.24899134
Deadly drug-resistant fungus confirmed in 23 states, new CDC data shows
Healthy people often fight off infection from the fungus on their own, but it can be deadly in hospital settings, where people's immune responses are less robust.
By Kevin Killough
Published: August 3, 2026 12:02pm
A drug-resistant and potentially deadly fungus is spreading again, according to new data from the Centers for Disease Control and Prevention.
Candida auris was first reported in the U.S. in 2016, and it has spread rapidly in the past several years, The Hill reported. Due to its resistance to drugs typically used to treat fungal infections, the fungus is being considered a "superbug."
Healthy people often fight off infection from the fungus on their own, but it can be deadly in hospital settings, where people's immune responses are less robust. The fungus can survive on surfaces for long periods before spreading to patients through catheters, breathing tubes or IVs.
So far this year, nearly half of all states have reported cases to the CDC. Texas, with more than 700 known cases as of mid-July, has the most reported cases, with Michigan coming in second with 503 cases.
https://justthenews.com/politics-policy/health/deadly-drug-resistant-fungus-confirmed-23-states-new-cdc-data-shows
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bca1ba No.24899135
YouTube embed. Click thumbnail to play.
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690559 No.24899136
>>24898989
>Not we the people,
can you tell me who serves in the Military?
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0d5284 No.24899137
#30398 >>24898179
>>24898195 PF For the keks.
>>24898199 Why the CIA Tried and Failed to Kill Julian Assange
>>24898211 Obamagate Memes
>>24898242 Top Overnight News
>>24898275 Pass the Save America Act Meme
>>24898284 Baking bread with Heroes
>>24898299 Baker looking for:
>>24898326 Meme Trump, Washington, Lincoln
>>24898333 Pete Buttigieg, AOC and Jon Ossoff poll ahead of Gavin Newsom and Kamala Harris for White House run
>>24898358 Is Jim Jordan and his pursuit of John Brennan going to get hotter in the month of August?
>>24898380 BILL GATES HAD Q CLEARANCE
>>24898394 Swamp Today
>>24898398 12:00 PM EDT News conference on NASA’s SpaceX
>>24898400 1:30 PM EDT The President signs an Executive Order
>>24898402 The Senate will vote to begin work on legislation to fund the federal government past the September 30 deadline
>>24898418 Ahoy The Ship Show - 08/03/2026
>>24898423 JUSTICE DEPARTMENT FORMALLY RESCINDS TRUMP-BACKED ANTI-WEAPONIZATION FUND
>>24898434 Woman who helped migrants flood Europe was murdered and stuffed in a suitcase by an Afghan…
>>24898441 DayShift o7
>>24898490 Meme Biden vs Bidan
>>24898538 PDJT My REAL Polling Numbers,
>>24898558 The morning is GLORIOUS! FIGHT FIGHT FIGHT
>>24898578 Today in Q Post History
>>24898593 So the Demon-Centaur Robot Known as Threehalves Is Definitely a Joke, Right?
>>24898610 As a reminder The unvaccinated should be…
>>24898724 450,000 defrauded student loan borrowers are eligible for debt forgiveness
>>24898804 PDJT Do the people of Minnesota really want to live in a community… #CommCHQ
>>24898817 Rupert Lowe Calls On Nigel Farage & Reform UK To Unite
>>24898843 NASA Astronomy Picture of the Day Vaporizing Meteor Photobombs the Lacerta Nebula
>>24898861 Nigel Farage speaks at Reform UK press conference
>>24898878 A U.S. Army paratrooper conducts small arms training while deployed to the Middle East.
>>24898895 Todd Blanche on track for confirmation after Cornyn strikes Trump settlement deal
>>24898910 Manufacturing and production are BOOMING under President Trump and his Administration!
>>24898911 The Warfighter's President. No games.
>>24898916 U.S. household debt reached a record high of $18.8 trillion in the first quarter of 2026
>>24898937 Judic Cmte is ready to vote on Todd Blanche's nomination Tuesday 9AM
>>24898945 @USArmy Ready to take the leap?
>>24898976 Israel warns White House of 'security concerns' over Gaza deal
>>24898983 We're at a Critical Breaking Point
>>24898985 PDJT Iranian Leadership is unbelievably duplicitous!
>>24899033 Bible Verse of the Day
>>24899044 America is building again.
>>24899048 US manufacturing activity expanded in July at the fastest pace in more than four years
>>24898635 PDJT Oil Prices DOWN, NOW!
>>24899091 Promises made Promises Kept
CALL THOSE FINALS
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105cb8 No.24899138
>>24899091
Then a funny thing happened.
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7c8615 No.24899139
>>24899122
how dependent is "ai" on human support like this?
Grok:
Very dependent — far more than most people realize.
Modern AI systems (especially large language models and generative AI) are not “self-taught” in any meaningful sense. They rely heavily on continuous human labor at multiple stages. Data annotation platforms like DataAnnotation are just one visible piece of a much larger human support infrastructure.
Where humans are essential
Training data creation & labeling
Models learn from enormous datasets that humans must curate, clean, label, rank, and correct. Without high-quality human-annotated data, performance collapses. This includes:
Ranking which AI response is better
Writing preferred answers
Flagging toxic, inaccurate, or biased outputs
Domain-specific expertise (medicine, law, coding, math, etc.)
Reinforcement Learning from Human Feedback (RLHF) and its variants
This is the core technique that made ChatGPT-style models usable. Humans rate model outputs, and the model is trained to prefer the higher-rated ones. Newer methods (RLAIF, Direct Preference Optimization, etc.) still ultimately rest on human preference data or human-validated synthetic data.
Evaluation and red-teaming
Models are constantly tested by humans for hallucinations, safety failures, jailbreaks, reasoning errors, and domain accuracy. Automated metrics alone are insufficient.
Ongoing maintenance and “alignment”
AI systems drift, degrade, or develop new failure modes as they are used. Companies employ large numbers of contractors and employees to monitor, correct, and retrain them.
Specialized and high-stakes domains
In medicine, law, science, and coding, human experts remain critical because pure scaling + web scrapes produce unreliable results.
Scale of the dependency
Major AI labs (OpenAI, Anthropic, Google, Meta, etc.) spend hundreds of millions to billions of dollars annually on human data work.
Companies like Scale AI, Surge AI (the company behind DataAnnotation), Outlier, and others employ or contract tens to hundreds of thousands of people worldwide.
Even “synthetic data” approaches (AI generating training data for other AI) still require human oversight, filtering, and validation to avoid model collapse or amplifying errors.
Is the dependency decreasing?
Somewhat, but not dramatically:
Better base models and techniques reduce the volume of human labels needed for some tasks.
Synthetic data + self-play + constitutional AI methods help.
However, as models get more capable, the quality and expertise of the human feedback required often goes up, not down. You need sharper domain experts rather than just more low-skill labelers.
Bottom line: Current AI is better understood as a powerful pattern-matching engine that is steered, corrected, and quality-controlled by large amounts of human judgment. The “AI” part generates fluent output at scale; the human part supplies the signal of what “good” actually looks like. Remove that human layer and the systems rapidly become less reliable, less useful, and more prone to failure.
What anon calls "Virtual Sentience."
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3202ea No.24899140
>>24899130
pretty convenient that he took himself out.
where are the social media vids.
all anon has seen is the news video clips shown.
anons could use time, date, angles and motives from social media to find the truth.
now all that is posted is what the fake news says habbened.
just saying..
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3e40cf No.24899141
>>24898350
Shoes by International Harvester
Purse by Samsonite
Dress by Osark Trails
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a59444 No.24899142
>>24898985
bamboozled by those pesky negotiating terrorists again, damn
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cd5248 No.24899143
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346e82 No.24899144
Visa to buy AI-powered fraud intelligence company BioCatch in $2.4 billion deal
BioCatch uses artificial intelligence to analyze data points, including keystroke and mouse activity, touch screen behavior, AI agent usage and jailbroken devices, to prevent fraud and financial crimes.
By Kevin Killough
Published: August 3, 2026 11:38am
Visa announced on Monday that it intends to buy fraud intelligence provider BioCatch for $2.4 billion in cash.
The investment firm Permira and other investors are putting up the cash for the acquisition, which is part of the credit giant's effort to increase its cybersecurity offerings, Reuters reported.
The deal would help Visa, the world's largest payment processor, to enable its clients to better protect themselves in an increasingly complex threat environment, Visa said.
"Account takeovers and scams cost the global economy over $1 trillion annually and AI is enabling these attacks at unprecedented scale. BioCatch will help our clients stop fraud before it reaches the point of payment," said Andrew Torre, president of value-added services at Visa, said in a statement.
BioCatch uses artificial intelligence to analyze data points, including keystroke and mouse activity, touch screen behavior, AI agent usage and jailbroken devices, to prevent fraud and financial crimes.
https://justthenews.com/accountability/waste-fraud-and-abuse/visa-buy-ai-powered-fraud-intelligence-company-biocatch-24
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c69f8a No.24899145
>>24898900
Honest question…
How much money are we willing to pay to for prison room and board for all of these criminals. Some need the chair, but the rest need to be exported to some very distant and island compound that's difficult to leave and cheap to maintain.
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41396c No.24899146
23 -→NoWC@MEsThePAIN
It's just another PANIC Monday :)
https://qalerts.app/?q=%23%2323
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3e40cf No.24899148
>>24898350
Where has Hillary hid that Selectrix Typewriter?
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105cb8 No.24899149
>>24899142
It's Market Manipulation Monday… again.
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7c8615 No.24899151
>>24899139
sauce: https://grok.com/share/c2hhcmQtNQ_e552f8b2-0f5c-4225-9d86-0add79f0273f
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ba4a63 No.24899152
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7b53ef No.24899153
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7c8615 No.24899154
>>24899149
chek't
War-O-Meter
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346e82 No.24899156
The White House / @WhiteHouse
08/03/2026 11:37:42
Truth Social: 117032318544895960
America is building again. 💪🇺🇸
After years of outsourcing and industrial decline, President Trump is reversing course - bringing back investment, creating jobs, and reviving MADE IN AMERICA.
https://truthsocial.com/@WhiteHouse/posts/117032318544895960
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c091a5 No.24899158
>>24899136
>>24899136
>can you tell me who serves in the Military?
American traitors to the constitution and our founding documents for fear or favor.
It is the right of the people and the duty to overthrow the illegal government and remake it.
Those soldiers work for we the people, and they will enforce orders from an un-constutional government against we the people, thereby declaring themselves traitors by action. For the remedy of refusal is present, but soldiers know the consequence of such action.
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9b4076 No.24899159
Canadian Jesuit Judicial System imported some very nasty people during the Plandemic, When Chrystia Freeland dropped the Crane across a Bridge under construction in her election town of Peace River Alberta when they would not play Plandemic she put some of her Azov Battalion agents in Courthouse Security to keep an eye on things for her, Grande Prairie Alberta Courthouse has one of these Azov Battalion as head of Security, these had been placed across the Judicial System and Corrections to initial mass executions during the Plandemic by Freeland.
Roman Catholics still plan mass executions as they have people who would be the children of the executioners in 20+ Jesuit Mass Murder events from around the world, Cambodia, Rwanda, South Sudan, Nigeria, Ceylon, South African white Afrikaners in the RCMP(Roman Catholic Murderer Protection)
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a59444 No.24899163
>>24899136
some say mccain and bush are so legendary they have military stuff named after them
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690559 No.24899165
>>24899158
Who formed the Military?
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0e6e9c No.24899166
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9b4076 No.24899167
Carney is a Jesuit like fellow mass murderer Anthony Fauci.
Fauci a Jesuit Mengele an SS who used the same oath as the Jesuits.
Josef Mengele was raised in a strict Roman Catholic family and identified as Catholic on official registration forms, though he later abandoned his faith and actively opposed the Church in his post-WWII writings. In his journals, Mengele specifically wrote that “We had to liberate Germanic history from Roman and Catholic influences,” reflecting his ideological shift away from the religion of his upbringing.
Despite his personal rejection of Catholicism, Mengele received assistance from certain clergy and organizations during his escape from Europe to South America in the late 1940s. He fled Auschwitz disguised as a Wehrmacht private and utilized the help of Tyrolean people-smugglers and networks that included figures like Father Klaus Runge and Bishop Friedrich Wilhelm Feuchtinger, who were part of the “ratlines” that aided numerous Nazi war criminals.
Mengele eventually settled in Argentina, where he lived under the alias Helmut Gregor and worked as a mechanic and doctor, including performing illegal abortions. His ability to evade capture for decades was facilitated by the same systems that provided false passports and support to other high-profile Nazis like Adolf Eichmann and Franz Stangl, often justified by some supporters as protection against communism.
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0d5284 No.24899168
#30398 >>24898179
>>24898195 PF For the keks.
>>24898199 Why the CIA Tried and Failed to Kill Julian Assange
>>24898211 Obamagate Memes
>>24898242 Top Overnight News
>>24898275 Pass the Save America Act Meme
>>24898284 Baking bread with Heroes
>>24898299 Baker looking for:
>>24898326 Meme Trump, Washington, Lincoln
>>24898333 Pete Buttigieg, AOC and Jon Ossoff poll ahead of Gavin Newsom and Kamala Harris for White House run
>>24898358 Is Jim Jordan and his pursuit of John Brennan going to get hotter in the month of August?
>>24898380 BILL GATES HAD Q CLEARANCE
>>24898394 Swamp Today
>>24898398 12:00 PM EDT News conference on NASA’s SpaceX
>>24898400 1:30 PM EDT The President signs an Executive Order
>>24898402 The Senate will vote to begin work on legislation to fund the federal government past the September 30 deadline
>>24898418 Ahoy The Ship Show - 08/03/2026
>>24898423 JUSTICE DEPARTMENT FORMALLY RESCINDS TRUMP-BACKED ANTI-WEAPONIZATION FUND
>>24898434 Woman who helped migrants flood Europe was murdered and stuffed in a suitcase by an Afghan…
>>24898441 DayShift o7
>>24898490 Meme Biden vs Bidan
>>24898538 PDJT My REAL Polling Numbers,
>>24898558 The morning is GLORIOUS! FIGHT FIGHT FIGHT
>>24898578 Today in Q Post History
>>24898593 So the Demon-Centaur Robot Known as Threehalves Is Definitely a Joke, Right?
>>24898610 As a reminder The unvaccinated should be…
>>24898724 450,000 defrauded student loan borrowers are eligible for debt forgiveness
>>24898804 PDJT Do the people of Minnesota really want to live in a community… #CommCHQ
>>24898817 Rupert Lowe Calls On Nigel Farage & Reform UK To Unite
>>24898843 NASA Astronomy Picture of the Day Vaporizing Meteor Photobombs the Lacerta Nebula
>>24898861 Nigel Farage speaks at Reform UK press conference
>>24898878 A U.S. Army paratrooper conducts small arms training while deployed to the Middle East.
>>24898895 Todd Blanche on track for confirmation after Cornyn strikes Trump settlement deal
>>24898910 Manufacturing and production are BOOMING under President Trump and his Administration!
>>24898911 The Warfighter's President. No games.
>>24898916 U.S. household debt reached a record high of $18.8 trillion in the first quarter of 2026
>>24898937 Judic Cmte is ready to vote on Todd Blanche's nomination Tuesday 9AM
>>24898945 @USArmy Ready to take the leap?
>>24898976 Israel warns White House of 'security concerns' over Gaza deal
>>24898983 We're at a Critical Breaking Point
>>24898985 PDJT Iranian Leadership is unbelievably duplicitous!
>>24899033 Bible Verse of the Day
>>24899044 America is building again.
>>24899048 US manufacturing activity expanded in July at the fastest pace in more than four years
>>24898635 PDJT Oil Prices DOWN, NOW!
>>24899091 Promises made Promises Kept
>>24899144 Visa to buy AI-powered fraud intelligence company BioCatch in $2.4 billion deal
>>24899146 It's just another PANIC Monday
>>24899154 War-O-Meter Down
THIS IS WHAT WE CALL THE WRAP UP
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242b04 No.24899169
>>24899149
The boss is many steps ahead of the DS. Prolly 20 steps of shill dumbasses. >You!
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690559 No.24899171
>>24899163
Do they serve right now?
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f3efbd No.24899172
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1fb999 No.24899175
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346e82 No.24899179
>>24899168
That's a full loaf. Thank you Baker!
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0e6e9c No.24899180
Take every last penny he made off COVID!
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105cb8 No.24899181
>>24899169
Denial can be an ugly thing.
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09e1eb No.24899183
>>24899168
one wrap up
hold the pelosi smear
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735209 No.24899184
>>24899096
>>24899111
I stand ready to deploy, engage, and destroy the enemies of the United States of America in close combat! In Living Memory of those that went before us, it would be an honor to engage those that cut their lives short.
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a3151d No.24899185
>>24899168
>THIS IS WHAT WE CALL THE WRAP UP
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0d5284 No.24899188
#30398 >>24898179
FRESH FIGHT
Q Research General #30399: Dubs Confirm FIGHT FIGHT FIGHT #SaveAct Edition
>>24899170
>>24899170
>>24899170
>>24899183
FKN NAILED IT
FILLLLLLLLLLLLLLLLLLLLLLLL U HERE?
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0d5284 No.24899189
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