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Posted on 07/31/2025 9:00:34 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.
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
“The injectable for farm animals is very economical”
Son and DIL use this method.
Good Night dear heart.
God Bless You also!!!
Re: Your Grandma’s Salve
My husband recently asked me to order “The Lost Ways” (someone suggested he get it) which I did and while in Amazon “The Lost Him of Herbal Remedies” was suggested so I got them both. At the back of the Herbal Remedies there is a section of Household Remedies which has many uses and some recipes. They do not name Icthycanth but it sounds and is described like activated charcoal. I don’t see anything about sulfur but there are some remedies with ginger, cayenne pepper, mixed with a carrier oil.
There is a section of Potassium Permanganate which is a chemical compound with medicinal use for cleaning of wounds,treating skin conditions, and disinfecting water. This is an aggressive oxidizer and will start fires when in contact with suitable materials.
Sounds like some of these household ingredients are included in your Granny’s salve from the descriptions of the uses in this book. It’s by Nicole Apelian, Ph.D and Claude Davis.
Longtime lurker... infrequent poster here.
I enlarged the images in order to better facilitate reading/interpreting them, as my vision demands optical assistance.
Apologies to those who find the enlargements a bit much for their own unique devices.
I’m using a laptop... (different when using a cell phone)
Am I right?
My pronouns are:
TRUMP / WON
Clandestine
Aug 12
HOLY SH##…
The White House just sent a letter to the Smithsonian, notifying them that there will be a “comprehensive internal review” of their entire operation, to include inspection of their collections.
This comes the day after Trump just took federal control of DC, took control of Metropolitan police for 30 days, and deployed the National Guard to DC…
The Smithsonian Museums have an infamous underground tunnel system connecting a vast network of museums underneath the National Mall…
Yeah, I’m going full-tinfoil hat. Trump just deployed the National Guard to DC, and the next day, he says he is going to search the Smithsonian tunnels?
Maybe I’m just reading too much into it, but my anon-senses are tingling.
....more https://bioclandestine.substack.com/p/trump-orders-review-of-smithsonian
https://freerepublic.com/focus/news/4334286/posts?page=1
COVID-19 mRNA-Induced “Turbo Cancers”
https://journalofindependentmedicine.org/ ^ | 8/12/2025 | Paul Marik, Justus Hope
When Trump turns his attention to Chicago, I truly hope they look into the cold case murder of Donald Young, Rev Wright’s choir director. The fact patterns of the deaths of Donald Young and Seth Rich are very similar- in both cases set to suppress dirt on two Democrat Presidential candidates.
++++++!!!!!!!!
+++!!!!!!!!!
It’s (not) thinking?
LLMs’ “simulated reasoning” abilities are a “brittle mirage,” researchers find
Chain-of-thought AI “degrades significantly” when asked to generalize beyond training.
https://arstechnica.com/ai/2025/08/researchers-find-llms-are-bad-at-logical-inference-good-at-fluent-nonsense/
***********************************
In recent months, the AI industry has started moving toward so-called simulated reasoning models that use a “chain of thought” process to work through tricky problems in multiple logical steps. At the same time, recent research has cast doubt on whether those models have even a basic understanding of general logical concepts or an accurate grasp of their own “thought process.” Similar research shows that these “reasoning” models can often produce incoherent, logically unsound answers when questions include irrelevant clauses or deviate even slightly from common templates found in their training data.
In a recent pre-print paper, researchers from the University of Arizona summarize this existing work as “suggest[ing] that LLMs are not principled reasoners but rather sophisticated simulators of reasoning-like text.” To pull on that thread, the researchers created a carefully controlled LLM environment in an attempt to measure just how well chain-of-thought reasoning works when presented with “out of domain” logical problems that don’t match the specific logical patterns found in their training data.
The results suggest that the seemingly large performance leaps made by chain-of-thought models are “largely a brittle mirage” that “become[s] fragile and prone to failure even under moderate distribution shifts,” the researchers write. “Rather than demonstrating a true understanding of text, CoT reasoning under task transformations appears to reflect a replication of patterns learned during training.”
No one trained me for this!
To test an LLM’s generalized reasoning capability in an objective, measurable way, the researchers created a specially controlled LLM training environment called DataAlchemy. This setup creates small models trained on examples of two extremely simple text transformations—an ROT cypher and cyclical shifts—followed by additional training that demonstrates those two functions performed in various orders and combinations.
These simplified models were then tested using a variety of tasks, some of which precisely or closely matched the function patterns in the training data and others that required function compositions that were either partially or fully “out of domain” for the training data. For instance, a model trained on data showing two cyclical shifts might be asked to perform a novel transformation involving two ROT shifts (with basic training on what a single example of either shift looks like). The final answers and reasoning steps were compared to the desired answer using BLEU scores and Levenshtein Distance for an objective measure of their accuracy.
As the researchers hypothesized, these basic models started to fail catastrophically when asked to generalize novel sets of transformations that were not directly demonstrated in the training data. While the models would often try to generalize new logical rules based on similar patterns in the training data, this would quite often lead to the model laying out “correct reasoning paths, yet incorrect answer[s].” In other cases, the LLM would sometimes stumble onto correct answers paired with “unfaithful reasoning paths” that didn’t follow logically.
“Rather than demonstrating a true understanding of text, CoT reasoning under task transformations appears to reflect a replication of patterns learned during training,” the researchers write.
The researchers went on to test their controlled system using input text strings slightly shorter or longer than those found in the training data, or that required function chains of different lengths than those it was trained on. In both cases the accuracy of the results “deteriorates as the [length] discrepancy increases,” thus “indicating the failure of generalization” in the models. Small, unfamiliar-to-the-model discrepancies in the format of the test tasks (e.g., the introduction of letters or symbols not found in the training data) also caused performance to “degrade sharply” and “affect[ed] the correctness” of the model’s responses, the researchers found.
“A false aura of dependability”
Using supervised fine-tuning (SFT) to introduce even a small amount of relevant data to the training set can often lead to strong improvements in this kind of “out of domain” model performance. But the researchers say that this kind of “patch” for various logical tasks “should not be mistaken for achieving true generalization. ... Relying on SFT to fix every [out of domain] failure is an unsustainable and reactive strategy that fails to address the core issue: the model’s lack of abstract reasoning capability.”
Rather than showing the capability for generalized logical inference, these chain-of-thought models are “a sophisticated form of structured pattern matching” that “degrades significantly” when pushed even slightly outside of its training distribution, the researchers write. Further, the ability of these models to generate “fluent nonsense” creates “a false aura of dependability” that does not stand up to a careful audit.
As such, the researchers warn heavily against “equating [chain-of-thought]-style output with human thinking” especially in “high-stakes domains like medicine, finance, or legal analysis.” Current tests and benchmarks should prioritize tasks that fall outside of any training set to probe for these kinds of errors, while future models will need to move beyond “surface-level pattern recognition to exhibit deeper inferential competence,” they write.
Takakkaw Falls , Iceline Trail, Yoho NP, British Columbia
Cincinnati leaders ‘demanding prosecution’ of white man who used racial slur in viral street brawl
https://nypost.com/2025/08/12/us-news/cincinnati-leaders-demanding-prosecution-of-white-man-who-used-racial-slur-in-viral-street-brawl/
Comey’s media mole told FBI he shaped Russia narrative, needed ‘discount’ to deny leaking intel
The FBI confirmed illegal intel leaks but rounded up no offenders. Declassified memos have unmasked Comey’s secret media conduit, a law professor whom Comey put on the government payroll.
https://justthenews.com/government/federal-agencies/comey-media-mole-admitted-fbi-he-shaped-russia-narrative-needed
Corrupt Democrat Rep. Caught Taking Bribes (Henry Cuellar)
https://cdaily.org/corrupt-democrat-rep-caught-taking-bribes/
@HermanQMunster:
RFK JR: “Doctors are being paid to vaccine … We’ve recently uncovered that more than 36,000 doctors had their Medicare reimbursements altered based upon childhood vaccination rates. That’s not medicine. That’s coercion.”
https://truthsocial.com/@HermanQMunster/115018579957861049
2 MIN VIDEO
.
We have the greatest president of all time and we are so lucky to have him.
Maybe an old tape.
Certainly large news, unless it’s related to the CA fires. No confirmation going on, but I am just now posting blind since that link was sent.
I see the usual financial input to my CKG account this morning.
As I expected.
Now...I must reconcile the account.
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