Reliable Information in the Era of Artificial Deception
It's almost a cliché, but it's nevertheless true: the effectiveness of artificial intelligence-supported platforms used by the US military depends on the quality of the data on which they are trained.
Where do they get this data from? And how and who verifies (checks) it? Isn't there any garbage, fake data, or even data specifically created to deceive the system?
At the same time, new capabilities of agent-based AI are poised to transform the digital information environment, from which the military obtains most of its data and analysis of contextual dynamics, into a "distorted and perverted labyrinth of curved mirrors".
In the intelligence architecture of the US military, they separated analysis focused on the enemy from attempts to understand the civilian and information environment. Enemy networks were viewed in isolation, like molecules suspended in a Petri dish, rather than as organic branches of the societies in which they operated.
And within deployed forces, units responsible for understanding the social and cultural context faced an impossible task: they were tasked with understanding all aspects of the civilian and information sphere, with only a small portion of the resources, training, and personnel allocated to core intelligence functions.
The analytical frameworks prescribed by the doctrine were simplistic, template solutions that were fundamentally unsuitable for solving the tasks at hand. More importantly, there were no specific results or consistent metrics that these units were supposed to demonstrate.
https://warontherocks.com/2025/12/anchoring-intelligence-ground-truth-in-an-age-of-synthetic-deception/
It's almost a cliché, but it's nevertheless true: the effectiveness of artificial intelligence-supported platforms used by the US military depends on the quality of the data on which they are trained.
Where do they get this data from? And how and who verifies (checks) it? Isn't there any garbage, fake data, or even data specifically created to deceive the system?
At the same time, new capabilities of agent-based AI are poised to transform the digital information environment, from which the military obtains most of its data and analysis of contextual dynamics, into a "distorted and perverted labyrinth of curved mirrors".
In the intelligence architecture of the US military, they separated analysis focused on the enemy from attempts to understand the civilian and information environment. Enemy networks were viewed in isolation, like molecules suspended in a Petri dish, rather than as organic branches of the societies in which they operated.
And within deployed forces, units responsible for understanding the social and cultural context faced an impossible task: they were tasked with understanding all aspects of the civilian and information sphere, with only a small portion of the resources, training, and personnel allocated to core intelligence functions.
The analytical frameworks prescribed by the doctrine were simplistic, template solutions that were fundamentally unsuitable for solving the tasks at hand. More importantly, there were no specific results or consistent metrics that these units were supposed to demonstrate.
https://warontherocks.com/2025/12/anchoring-intelligence-ground-truth-in-an-age-of-synthetic-deception/
War on the Rocks
Anchoring Intelligence: Ground Truth in an Age of Synthetic Deception
It’s almost cliché but nonetheless true: The U.S. military’s AI-enabled platforms are only as good as their inputs. Across the force, these systems are
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This is ugly. See article on Venezuela silver with link above. 👆🏻👆🏻👆🏻If JP Morgan Chase is saved—- this is how. It raises the question if this is why we went into get Maduro. Once again I will say Venezuela somehow is key to the cabal— not just because of election software. This silver is a bigger deal. For some reason the silver prices have needed to be kept suppressed for the cabal to bring about the 1 world government. That appeared in a document sent to an economic site in Canada.
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Does this look weird to anyone else? Perfectly landed in a contained area. No ashes or scatter.
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Forwarded from Intel Slava
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Dittos here. Does this look like 1980s “death to America” moments?
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Forwarded from Intel Slava
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Look at plant pots — a piece of an engines or something fell out of the sky abd didn’t break a plant pot next to it?
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Forwarded from Intel Slava
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Don’t you think that is an odd scene? No panic. No running. No extraction from rubble obviously going on. Just people walking around. Same short clip over and over. Real reporting? Or a stage play? Where are emergency vehicles? Why no one organizing recovery effort and people giving first aid? This is astro turf.
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Forwarded from 🇦🇺AussieCossack🇷🇺
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❗️ Iranian media report that a girls’ elementary school in Iran’s Hormozgan province was struck by U.S.–Israeli airstrikes.
At least 36 students are reported killed, with children and teachers still believed to be under the rubble as rescue operations continue.
@AussieCossack
At least 36 students are reported killed, with children and teachers still believed to be under the rubble as rescue operations continue.
@AussieCossack
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I’m watching what happens to the Straight of Hormuz and sorry about Dubai hits. So if these hits were this precise, there is reason to believe the girls school was astroturf— as I suspected earlier.
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Forwarded from Roosevelt Terriers
Residents shocked after sinkhole swallows truck on Detroit's west side
https://www.cbsnews.com/detroit/news/residents-shocked-after-sinkhole-swallows-truck-detroit/
https://www.cbsnews.com/detroit/news/residents-shocked-after-sinkhole-swallows-truck-detroit/
CBS News
Residents shocked after sinkhole swallows truck on Detroit's west side
A massive sink hole in Detroit is now fixed after a water main break caused the road to collapse and a vehicle to get stuck.
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Forwarded from Roosevelt Terriers
Tribeca manhole explosion injures 2 kids and woman, NYC officials say
https://gothamist.com/news/tribeca-manhole-explosion-injures-2-kids-and-woman-nyc-officials-say
https://gothamist.com/news/tribeca-manhole-explosion-injures-2-kids-and-woman-nyc-officials-say
Gothamist
Tribeca manhole explosion injures 2 kids and woman, NYC officials say
The incident sent all three to the hospital in stable condition with burns, according to police.
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Forwarded from 🇦🇺AussieCossack🇷🇺
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❗️20 years ago Russian politician Vladimir Zhirinovsky predicted everything that is happening now.
⚡️Interestingly Zhirinovsky said that after the Iran-Israel war the price of oil will sky-rocket to $200/ barrell benefiting Russia but hurting the EU and China.
@AussieCossack
⚡️Interestingly Zhirinovsky said that after the Iran-Israel war the price of oil will sky-rocket to $200/ barrell benefiting Russia but hurting the EU and China.
@AussieCossack
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Forwarded from 🇦🇺AussieCossack🇷🇺
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❗️Isfahan: Funny how the Western media conveniently ignores the huge patriotic rallies taking place all over Iran in a show of defiance against Operation Epstein Epic Fury.
@AussieCossack
@AussieCossack
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Forwarded from BioClandestine
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Bill Clinton testified that Trump never said anything to make him think Trump was involved with Epstein.
So if the Dems had any dirt on Trump, now would have been the time to spill it.
The problem for them is, Epstein was part of the Dem elite, and all of Washington knows it. Everything you are seeing from the Dems is theater. They are pretending not to know that Epstein was one of theirs. Their only hope is keeping the public fooled and trying to project their crimes onto Trump.
So if the Dems had any dirt on Trump, now would have been the time to spill it.
The problem for them is, Epstein was part of the Dem elite, and all of Washington knows it. Everything you are seeing from the Dems is theater. They are pretending not to know that Epstein was one of theirs. Their only hope is keeping the public fooled and trying to project their crimes onto Trump.
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Forwarded from Sergeant News Network 🇺🇸
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Exiled Iranians around the world are celebrating the toppling of the Islamic terror regime 🇮🇷, this time in front of the Eiffel Tower.
🇺🇸Join👉 @SGTnewsNetwork
📎 X (Twitter)▪️Truth Social
🇺🇸Join👉 @SGTnewsNetwork
📎 X (Twitter)▪️Truth Social
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