Artificial Intelligence
Garbage in = Garbage Out…The issues with censorship and AI.
Yakk Stack Sheldon Yakiwchuk
What happens when you shift from education in the basics – Math, English, Science, Social Studies and health…and shift that to progressive ideologies supporting DEI, Transgenderism, Climate Alarmism and Social Justice?
We’re seeing it.
A world full of neurotic nut cases, screeching at the top of their fingertips on the internet…soapboxes in public.
Of the most confused seem to be these people:
Whose fundamental ideologies are in direct conflict with those they are supporting.
But it really doesn’t end there, does it?
Because along with this, we now have generations who’ve been confused into thinking that this is a healthy lifestyle…
Censorship on science has led us to believe that:
Eggs are bad – when they are almost the most perfect food;
Meat Causes Cancer – where it is the foundation of fitness, nutrition and energy for our bodies;
Margarine is preferred over Butter – where it turns out that hydrogenated seed oils are ten times more likely to cause heart disease than standard fats…
The list goes on.
Misinformation promotion and true information censorship, really isn’t that new of a concept…but with the onset and increasing use of AI technologies, will become an even larger detriment to the fabric of our education and understanding.
Throughout the last 4 years…we’ve never seen more rampant attacks on our Freedom of Expression and in sharing knowledge…all to push lies, inflating the risks from COVID, through to lies about the safety and efficacy of the COVID vaccines.
You could be removed, suspended and banned for wrong-speak…and if you’re reading this now, it’s because this is exactly what had happened to me. YakkStack was started out of a need to preserve information that kept being removed from other social media platforms, video streaming services.
After about a year of posting…having seen accounts completely wiped out with no chance of recovery and at the suggestion/guidance from others, had me start an account here…write in longer form and post links along with supporting information.
It’s been an amazing experience, building up a lot of support and spanning the globe with thousands of subscribers and millions of reads/impressions:
With my largest hurdles being…
Trying to keep up with everything &
Trying to remember what I’ve even written or talked about…taking hours to re-research topics I’d already even covered.
There is a fantastic amount of information that we are exposed to on a daily basis…but considering the sources and the selection of language…it’s not all real and definitely not all good.
We hear from the media and progressives about Anti-Trans Legislation…where the legislation is set out not much different than other legislation to protect children from making harmful decisions that are irreversible. In Canada, you cannot smoke cigarettes nor even buy nicotine products, consume alcohol or even be in establishments (pubs, bars) where serving is their primary function, get a tattoo, vote, join the military…without being being at least 18. Throughout these tender years, you are held in the responsibility of your parents or surrogate guardians in coaching you through these times – so that you don’t make tragic mistakes because your mind isn’t fully developed.
We hear from the media and politicians about Toxic Supply of narcotics, that are still illegal to posses in most provinces…where “Safe Supply”, is the option…&
Where shooting up in public was frowned upon, we now have “Safe Injection Sites”, where the ideas are…
If you provide safer narcotics and support to drug addicts, this will reduce the strain on healthcare and “Save Lives”.
These ideas have led to the deaths of more than 47,000 overdoses throughout the last decade(ish) of progressive liberalism, pushing the fantasy that addicts can recover by feeding them more of what they are addicted to.
It’s nuts!
On this Remembrance Day, looking back at World War 2, there were approximately 44,000 Canadians that died.
47K from Overdoses, marking a 300% increase in drug related deaths since Justin Trudeau has been in office.
We hear about the atrocities committed in Residential Schools – run by the Catholics, where there are supposedly thousands of unmarked graves. We are told that there needs to be “Truth and Reconciliation”, over these deaths…by the same people who’ve been fed Millions of Taxpayer Dollars to investigate, find and recover bodies…where not a single one has been uncovered…
And even if one were…
The vastest majority of the population was either not alive during this period nor did they have anything to do with what may or may not have gone on, in these schools.
We’re being told that denialism of this is racist and could soon become a criminal offence…
By the same people, over the last 4 years, made up the facts…where science could never substantiate, change the definitions on vaccinations and immunity, lie about the statistics to continue on the narrative, create policy around emotion – “if we can only save one life”, have your business deemed ‘Non-Essential’ and closed, worked with social media platforms to have you censored, wanted to see you fired, removed from Employment Insurance that you’d paid a lifetime into, restricted from finding new employment, have your children/grandchildren restricted in extracurricular activities, taxpayer sponsored and affordable tutoring, summer camps and even sitting inside of a McDonalds to have a Happy Meal Combo…because this was another one of the social situations that neither you nor they could be tolerated in…without listening to their instructions and reiterating their lies.
They make up the truth and your only option is to toe the line.
You are supposed to care and understand atrocities that may or may not have happened in residential schools, that began in 1831 – Brantford, Ontario…where and when, throughout this period the reservations were plagued with poverty, virus and firewater – children taken from homes where parents were dead or deathly ill, provided for, fed and educated…when a single body hasn’t been recovered…
While at the same time, forget about what happened to 8 Million Canadians over the last 4 years…Did you or do you know of others who;
- Lost their jobs, savings, businesses and houses?
- Couldn’t visit a loved one in hospital, long-term care or hospice?
- Watched a family member die, alone and afraid, through a window in a bricked up exterior wall of one of these places?
- Miss family celebrations, graduations, birthdays, seasonal holidays, religious holidays, funerals?
- Watch the setback of education in children forced to learn off of a computer or be restricted from colleges or universities, because of their vaccine status?
- Have family and community members break ties with you, because you understood that you were never at risk and didn’t want to become a lab rat?
Tough shit…is what they’re saying…because they control the conversation and with this, you will believe in fiction to erase fact, or you will be punished – because Actions Have Consequences.
Not for those who created and stocked these fires…for YOU!
Certain platforms and search engines – Google being a Prime Example, have shifted their metrics to hide or completely erase information that is available…so when you do a search, you end up with results that are either historically untrue, unsubstantiated or that are deemed content you are allowed to read…where, people such as Bill Gates have already suggested that the internet needs to be cleansed of False Information – False being anything that he decides is false…where this has actually already started to happen.
Read the full article here →Link
But in the first paragraph, you will find some of what we already know:
Instances of censorship are growing to the point of normalization. Despite ongoing litigation and more public attention, mainstream social media has been more ferocious in recent months than ever before. Podcasters know for sure what will be instantly deleted and debate among themselves over content in gray areas. Some like Brownstone have given up on YouTube in favor of Rumble, sacrificing vast audiences if only to see their content survive to see the light of day.
And when you think of where Artificial Intelligence gets it’s information from…you have to appreciate that on your query, you’ll either receive dosed information or inaccurate to the point of absolute lies.
Are Eggs bad to eat?
As per ChatGPT, yes:
Here’s a breakdown of why eggs are sometimes considered “bad” to eat:
1. Cholesterol Content
- High in Cholesterol: Eggs, particularly the yolk, are high in dietary cholesterol. One large egg contains about 186 milligrams of cholesterol, which is more than half of the recommended daily limit for cholesterol intake (300 mg for most people). This has led to concerns that eating eggs could raise LDL (“bad”) cholesterol levels in the blood, increasing the risk of heart disease.
- Impact on Heart Health: While some studies suggest that dietary cholesterol has a smaller impact on blood cholesterol levels than previously thought, research has shown that for certain individuals—specifically those who are “hyper-responders”—eating eggs may lead to an increase in LDL cholesterol and may negatively affect heart health.
2. Saturated Fat
- Saturated Fat Content: Eggs contain a small amount of saturated fat, which can raise LDL cholesterol levels when consumed in excess. A large egg has about 1.6 grams of saturated fat. High intake of saturated fat is linked to increased risks of heart disease and stroke, though eggs contribute relatively little to this risk when consumed in moderation.
3. Potential Risk for Type 2 Diabetes
- Some studies have shown a potential link between high egg consumption and an increased risk of type 2 diabetes. For example, research suggests that people who eat a lot of eggs (more than 7 eggs per week) may have a higher risk of developing type 2 diabetes, particularly in older adults. The reason for this is still not fully understood, but it may relate to the combined effects of cholesterol and the presence of certain inflammatory compounds in eggs.
4. Foodborne Illness (Raw or Undercooked Eggs)
- Salmonella Risk: Eggs that are not properly cooked can carry a risk of salmonella infection, which can lead to food poisoning with symptoms like nausea, vomiting, diarrhea, and abdominal cramps. Raw eggs, such as those used in some recipes like homemade mayonnaise or eggnog, pose a higher risk of salmonella, although the overall incidence of contamination has declined with better food safety practices.
- To reduce the risk, it’s advised to avoid raw or undercooked eggs and to buy eggs from a trusted source, preferably pasteurized eggs, which are heat-treated to kill any harmful bacteria.
5. Allergy Concerns
- Egg Allergy: Eggs, particularly egg whites, are a common allergen, especially in children. People with egg allergies may experience a range of symptoms from mild to severe, including skin reactions, respiratory issues, or even anaphylaxis (a life-threatening allergic reaction).
6. Environmental and Ethical Concerns
- Animal Welfare: The production of eggs, particularly from large commercial farms, raises significant ethical concerns related to the treatment of laying hens. Many hens are kept in confined conditions (like battery cages), which restrict their ability to move freely and engage in natural behaviors. This has led many consumers to choose eggs from more humane, free-range, or pasture-raised sources.
- Environmental Impact: Like other animal-based foods, egg production has a carbon footprint and contributes to environmental issues, such as land use, water consumption, and greenhouse gas emissions. However, compared to red meat (especially beef), eggs have a smaller environmental impact.
7. Risk of “Overconsumption”
- Excessive Consumption: While eggs are nutritious, consuming them in very large quantities on a regular basis—especially when paired with a diet high in other sources of saturated fat and cholesterol—could contribute to poor heart health over time. The key, as with most foods, is moderation. Consuming 1-2 eggs per day as part of a balanced diet is generally considered safe for most people.
Does red meat cause cancer?
As per ChatGPT:
The link between red meat consumption and cancer risk has been studied extensively, and there is evidence suggesting that eating large amounts of red meat, particularly processed meat, may increase the risk of certain types of cancer, particularly colorectal cancer.
Here are some key points:
1. Red Meat and Cancer Risk
- Red meat generally refers to beef, pork, lamb, and goat meat. It contains compounds like heme iron, which may contribute to cancer risk.
- Studies have shown that consuming large quantities of red meat (especially over long periods) can increase the risk of colorectal cancer. The mechanism is not fully understood, but it may involve the formation of carcinogenic substances during the cooking process (e.g., through grilling, frying, or smoking) or through the breakdown of heme iron, which can produce harmful compounds in the gut.
What makes Margarine a safer alternative:
As per ChatGPT:
Margarine can be considered a safer alternative to butter for several reasons, especially in terms of heart health. The key factors that make margarine a potentially better choice include its fat composition and the way it is typically made, though not all margarines are created equal. Here’s a breakdown of why margarine can be a safer alternative to butter:
1. Lower in Saturated Fat
- Butter is high in saturated fat, which has been linked to increased levels of LDL (low-density lipoprotein) cholesterol, also known as “bad” cholesterol. High LDL levels are a major risk factor for heart disease and stroke.
- Margarine, especially the soft or liquid varieties, tends to have lower levels of saturated fat. Many margarines are made from vegetable oils like canola, sunflower, or soybean oil, which are high in polyunsaturated fats, including omega-3 and omega-6 fatty acids, which are beneficial for heart health.
You see…
Because of the censorship and information that you are being allowed to view in your research…what was once an amazing tool – the internet, feeding into what should be the next level in educational tools – AI…has become an abomination.
Where your previous reliance on figure heads, politicians and legacy media sources has been decimated through their lies and omissions…
Your new reliance on super brains that have the ability to process more information in mere seconds to summarize…are becoming just as bad.
Consider the source, because as we move on…the issues with AI will be the same censorship as has always been.
They decide the garbage that gets put in…
You’re the one left holding the bag, when it comes out.
Artificial Intelligence
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Alberta
Schools should go back to basics to mitigate effects of AI
From the Fraser Institute
Odds are, you can’t tell whether this sentence was written by AI. Schools across Canada face the same problem. And happily, some are finding simple solutions.
Manitoba’s Division Scolaire Franco-Manitobaine recently issued new guidelines for teachers, to only assign optional homework and reading in grades Kindergarten to six, and limit homework in grades seven to 12. The reason? The proliferation of generative artificial intelligence (AI) chatbots such as ChatGPT make it very difficult for teachers, juggling a heavy workload, to discern genuine student work from AI-generated text. In fact, according to Division superintendent Alain Laberge, “Most of the [after-school assignment] submissions, we find, are coming from AI, to be quite honest.”
This problem isn’t limited to Manitoba, of course.
Two provincial doors down, in Alberta, new data analysis revealed that high school report card grades are rising while scores on provincewide assessments are not—particularly since 2022, the year ChatGPT was released. Report cards account for take-home work, while standardized tests are written in person, in the presence of teaching staff.
Specifically, from 2016 to 2019, the average standardized test score in Alberta across a range of subjects was 64 while the report card grade was 73.3—or 9.3 percentage points higher). From 2022 and 2024, the gap increased to 12.5 percentage points. (Data for 2020 and 2021 are unavailable due to COVID school closures.)
In lieu of take-home work, the Division Scolaire Franco-Manitobaine recommends nightly reading for students, which is a great idea. Having students read nightly doesn’t cost schools a dime but it’s strongly associated with improving academic outcomes.
According to a Programme for International Student Assessment (PISA) analysis of 174,000 student scores across 32 countries, the connection between daily reading and literacy was “moderately strong and meaningful,” and reading engagement affects reading achievement more than the socioeconomic status, gender or family structure of students.
All of this points to an undeniable shift in education—that is, teachers are losing a once-valuable tool (homework) and shifting more work back into the classroom. And while new technologies will continue to change the education landscape in heretofore unknown ways, one time-tested winning strategy is to go back to basics.
And some of “the basics” have slipped rapidly away. Some college students in elite universities arrive on campus never having read an entire book. Many university professors bemoan the newfound inability of students to write essays or deconstruct basic story components. Canada’s average PISA scores—a test of 15-year-olds in math, reading and science—have plummeted. In math, student test scores have dropped 35 points—the PISA equivalent of nearly two years of lost learning—in the last two decades. In reading, students have fallen about one year behind while science scores dropped moderately.
The decline in Canadian student achievement predates the widespread access of generative AI, but AI complicates the problem. Again, the solution needn’t be costly or complicated. There’s a reason why many tech CEOs famously send their children to screen-free schools. If technology is too tempting, in or outside of class, students should write with a pencil and paper. If ChatGPT is too hard to detect (and we know it is, because even AI often can’t accurately detect AI), in-class essays and assignments make sense.
And crucially, standardized tests provide the most reliable equitable measure of student progress, and if properly monitored, they’re AI-proof. Yet standardized testing is on the wane in Canada, thanks to long-standing attacks from teacher unions and other opponents, and despite broad support from parents. Now more than ever, parents and educators require reliable data to access the ability of students. Standardized testing varies widely among the provinces, but parents in every province should demand a strong standardized testing regime.
AI may be here to stay and it may play a large role in the future of education. But if schools deprive students of the ability to read books, structure clear sentences, correspond organically with other humans and complete their own work, they will do students no favours. The best way to ensure kids are “future ready”—to borrow a phrase oft-used to justify seesawing educational tech trends—is to school them in the basics.
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