Australia is NOT a Democracy.
Democracy is a system of government where power belongs to the people.
Labor are corrupt, rogue & do not even represent the people of Australia. They put foreign people before Australians.
They have betrayed & neglected Australians.
They ignore referendum results & just do whatever the hell they want without consulting with Aussies & they show no accountability.
In Australia we have NO Freedom of thought, speech, expression or association & they want to also control our access to information.
2/3 of Australia didn’t vote for Labor & somehow they have unprecedented power.
Democracy…
Give me a break
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Democracy is a system of government where power belongs to the people.
Labor are corrupt, rogue & do not even represent the people of Australia. They put foreign people before Australians.
They have betrayed & neglected Australians.
They ignore referendum results & just do whatever the hell they want without consulting with Aussies & they show no accountability.
In Australia we have NO Freedom of thought, speech, expression or association & they want to also control our access to information.
2/3 of Australia didn’t vote for Labor & somehow they have unprecedented power.
Democracy…
Give me a break
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CHINESE 5 YEAR BOND YIELD JUST CRASHED 7% IN ONE DAY.
This is a move you rarely see in government bonds.
The yield fell to around 1.339%. It was 2.52% at the start of 2024.
Money is piling into government bonds because there is nowhere else to put it. Property is still broken and demand is weak.
Its stock market is still down 36% from the 2007 peak.
Investors are locking in 1.339% for five years because they expect things to get worse, not better.
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This is a move you rarely see in government bonds.
The yield fell to around 1.339%. It was 2.52% at the start of 2024.
Money is piling into government bonds because there is nowhere else to put it. Property is still broken and demand is weak.
Its stock market is still down 36% from the 2007 peak.
Investors are locking in 1.339% for five years because they expect things to get worse, not better.
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I think that over the next 6–12 months:
$BTC: $100K - $150K
The last time Bitcoin volatility was this low in a bear market was in 2022.
Bitcoin was in its bottoming phase and went parabolic shortly after.
Something big is coming…
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$BTC: $100K - $150K
The last time Bitcoin volatility was this low in a bear market was in 2022.
Bitcoin was in its bottoming phase and went parabolic shortly after.
Something big is coming…
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Media is too big
VIEW IN TELEGRAM
You can make a billion dollars betting on horse races with nothing but math. One quant already did it - and he had zero interest in horses.
His name is Bill Benter. In the 80s he moved to Hong Kong, built a model with 120+ variables per horse, and quietly won close to $1 billion off the track. No tips. No inside info. Just statistics.
I tried a tiny version of this once - a model to beat a betting market I was sure was dumb. It lost for months. Benter's 1994 paper showed me why.
His model didn't work either, until he added one variable that felt like cheating. The public's own odds. The crowd had already priced in things his numbers couldn't see. So he stopped fighting the market and fed it in as his best feature. Break-even became a billion.
There's a short interview where he explains how he actually thinks about all of this. Most people who bet have never watched it. Worth the few minutes.
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His name is Bill Benter. In the 80s he moved to Hong Kong, built a model with 120+ variables per horse, and quietly won close to $1 billion off the track. No tips. No inside info. Just statistics.
I tried a tiny version of this once - a model to beat a betting market I was sure was dumb. It lost for months. Benter's 1994 paper showed me why.
His model didn't work either, until he added one variable that felt like cheating. The public's own odds. The crowd had already priced in things his numbers couldn't see. So he stopped fighting the market and fed it in as his best feature. Break-even became a billion.
There's a short interview where he explains how he actually thinks about all of this. Most people who bet have never watched it. Worth the few minutes.
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The Ebola outbreak in the DR Congo has officially become the deadliest in the country’s history, with the death toll rising to 2,325 people.
According to data released by the DRC’s National Public Health Institute, confirmed cases have surged to 4,945.
The United Nations reported that the virus has been killing roughly one person every 30 minutes.
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According to data released by the DRC’s National Public Health Institute, confirmed cases have surged to 4,945.
The United Nations reported that the virus has been killing roughly one person every 30 minutes.
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Researchers proved every major LLM is secretly biased against men.
And they finally figured out why.
They tested a 13 of the most popular LLMs and found that they exhibit a statistically significant, negative sentiment toward men in various contexts.
They ran an experiment by taking statements and altering only the speaker's gender presentation (Neutral, Male, or Female).
The goal was to test whether an AI’s judgment changes based solely on gender.
The findings completely expose the hidden flaws in automated systems.
Every single model exhibited gender sensitivity.
Between 10% and 35% of statements received completely inconsistent truth labels across the different gender variants solely because of how the speaker was presented.
When researchers compared Male and Female variants, flip rates hit up to 23.6%.
The AI changed its mind on whether a statement was true or false based entirely on the gender of the person who said it.
Two primary bias patterns emerged:
• Instability: Wildly inconsistent judgments on identical facts.
• Directionality: Systematic favoritism.
The strongest directional effects revealed a clear "male-skeptic" pattern.
When identical claims were attributed to male personas, the models were systematically harsher, more skeptical, and quicker to flag statements as misinformation compared to neutral or female variants.
AI is rapidly being deployed to automate content moderation, compliance, and fact-checking at scale.
If the underlying engine is quietly biased against specific demographic groups, you aren't deploying objective code.
You're automating systemic prejudice.
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And they finally figured out why.
They tested a 13 of the most popular LLMs and found that they exhibit a statistically significant, negative sentiment toward men in various contexts.
They ran an experiment by taking statements and altering only the speaker's gender presentation (Neutral, Male, or Female).
The goal was to test whether an AI’s judgment changes based solely on gender.
The findings completely expose the hidden flaws in automated systems.
Every single model exhibited gender sensitivity.
Between 10% and 35% of statements received completely inconsistent truth labels across the different gender variants solely because of how the speaker was presented.
When researchers compared Male and Female variants, flip rates hit up to 23.6%.
The AI changed its mind on whether a statement was true or false based entirely on the gender of the person who said it.
Two primary bias patterns emerged:
• Instability: Wildly inconsistent judgments on identical facts.
• Directionality: Systematic favoritism.
The strongest directional effects revealed a clear "male-skeptic" pattern.
When identical claims were attributed to male personas, the models were systematically harsher, more skeptical, and quicker to flag statements as misinformation compared to neutral or female variants.
AI is rapidly being deployed to automate content moderation, compliance, and fact-checking at scale.
If the underlying engine is quietly biased against specific demographic groups, you aren't deploying objective code.
You're automating systemic prejudice.
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As the US made George Floyd a Saint.
The UK will make him a GOD.
>Compulsive plagarist
>he lied about raising £5 million for charity (he raised less than £7000)
>lied about volunteering in africa (the charity he claimed to volunteer for had no record of him)
>lied about having professorships at Nelson Mandela University, the University of Glasgow, and Ohio State
>lied about appearing in a documentary which stopped airing before he was even born (f&cking mental)
>claimed he had ran 600 miles in 6 days (this would make him one of the greatest ultra runners to ever live)
>claimed he had ran 30 marathons in 35 days, doing 15 of the marathons with a broken leg (hahaha)
>claimed he had played football at a semi-professional level (refused to name the club when questioned about it)
>lied about not being able to read or write until he was 18.
>lied about having epilepsy and autism
>lied about being a snooker champion (records showed he competed in one amateur tournament and didn't finish in the top 10)
>claimed everyone in his family works in sociology (none of them do)
>lied about someone coming into his office in a mask and giving him racist abuse (when the cctv was checked there was nobody)
>lied that someone sent a severed pigs head and bullets to his mothers address (his mother had no knowledge of it when questioned by press)
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The UK will make him a GOD.
>Compulsive plagarist
>he lied about raising £5 million for charity (he raised less than £7000)
>lied about volunteering in africa (the charity he claimed to volunteer for had no record of him)
>lied about having professorships at Nelson Mandela University, the University of Glasgow, and Ohio State
>lied about appearing in a documentary which stopped airing before he was even born (f&cking mental)
>claimed he had ran 600 miles in 6 days (this would make him one of the greatest ultra runners to ever live)
>claimed he had ran 30 marathons in 35 days, doing 15 of the marathons with a broken leg (hahaha)
>claimed he had played football at a semi-professional level (refused to name the club when questioned about it)
>lied about not being able to read or write until he was 18.
>lied about having epilepsy and autism
>lied about being a snooker champion (records showed he competed in one amateur tournament and didn't finish in the top 10)
>claimed everyone in his family works in sociology (none of them do)
>lied about someone coming into his office in a mask and giving him racist abuse (when the cctv was checked there was nobody)
>lied that someone sent a severed pigs head and bullets to his mothers address (his mother had no knowledge of it when questioned by press)
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According to grok
Bitcoin is in the Depression stage:
~50% off the 2025 peak near $126k
Fear & Greed in the mid-30s
low volume
late-bear exhaustion signals
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Bitcoin is in the Depression stage:
~50% off the 2025 peak near $126k
Fear & Greed in the mid-30s
low volume
late-bear exhaustion signals
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Labor must be removed.
It is vital we demand an early election.
Labor is intentionally destroying this country. A few more years of this corrupt Government will be the end of Australia.
Everything they do, only harms Aussies further & everything they touch, they break.
Labor politicians belong in jail.
GET THEM OUT
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It is vital we demand an early election.
Labor is intentionally destroying this country. A few more years of this corrupt Government will be the end of Australia.
Everything they do, only harms Aussies further & everything they touch, they break.
Labor politicians belong in jail.
GET THEM OUT
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Media is too big
VIEW IN TELEGRAM
WTF?? Hayden Panettiere JUST DIED at 36… 3 months after her bombshell exposure of the Elite Hollywood/ Music system.
Above all she was a mom. She leaves behind her daughter Kaya.
Barely three months after she finally spoke up. In her new book and on that Jay Shetty podcast she told the world what happened when she was 18 and Heroes was exploding.
A “trusted” female friend dragged her downstairs on a boat out at sea and literally put her in bed next to a naked, very famous older British rocker.
She had to fight him off and hide for the rest of the night.
That was 18 years ago. She still never named him. Or the woman who set it up.
And now she’s dead. Cause still unknown. She had just flown from LA down to the South with her boyfriend when it happened.
Hollywood is pure evil.
Who was the rocker?
Who was the friend that kept doing these setups?
StephenBaldwin7 you were right… IT’S ALL OF THEM.
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Above all she was a mom. She leaves behind her daughter Kaya.
Barely three months after she finally spoke up. In her new book and on that Jay Shetty podcast she told the world what happened when she was 18 and Heroes was exploding.
A “trusted” female friend dragged her downstairs on a boat out at sea and literally put her in bed next to a naked, very famous older British rocker.
She had to fight him off and hide for the rest of the night.
That was 18 years ago. She still never named him. Or the woman who set it up.
And now she’s dead. Cause still unknown. She had just flown from LA down to the South with her boyfriend when it happened.
Hollywood is pure evil.
Who was the rocker?
Who was the friend that kept doing these setups?
StephenBaldwin7 you were right… IT’S ALL OF THEM.
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😭9🤬5🙏4
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BREAKING: Ukraine has destroyed the largest Wildberries logistics hub in Russia, with estimated damages exceeding $1.5 billion
SlavaUkraïni
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SlavaUkraïni
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If this was a Labor or Greens Volunteer, we’d never hear the end of it.
A 60 year old female One Nation Volunteer was brutally bashed by leftists.
They broke her ribs during the violent assault & spat on her.
The left are silent.
If anyone on our side of politics behaved like this, we would condemn it.
One Nation Volunteers should be able to carry pepper spray, the left act like rabid animals with rabies.
They always attack the most vulnerable when they are alone like predators.
Our Marxist Government radicalised the youth & incited the violence against the right.
Labor is a Hate Group by their own standards.
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A 60 year old female One Nation Volunteer was brutally bashed by leftists.
They broke her ribs during the violent assault & spat on her.
The left are silent.
If anyone on our side of politics behaved like this, we would condemn it.
One Nation Volunteers should be able to carry pepper spray, the left act like rabid animals with rabies.
They always attack the most vulnerable when they are alone like predators.
Our Marxist Government radicalised the youth & incited the violence against the right.
Labor is a Hate Group by their own standards.
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HUGE: The SEC is preparing to bring U.S. stocks on-chain for 24/7 trading.
This week, SEC Chair Paul Atkins is expected to meet with Trump, CFTC Chair Michael Selig, the NYSE, CME Group, DTCC, and leading crypto companies.
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This week, SEC Chair Paul Atkins is expected to meet with Trump, CFTC Chair Michael Selig, the NYSE, CME Group, DTCC, and leading crypto companies.
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‼ US TO NUKE IRAN?
The only way to achieve a decisive victory in this war and force Iran to sign a capitulation would most likely be using nukes.
Leaving emotions and humanitarian reasons aside, the problem is that everyone would then develop nuclear weapons as deterrence in response.
Nuking one country gives a short-term victory but leads to others arming with nukes in response.
This alone is reason enough not to do it, for the war-hawks.
I don’t believe humanitarian reasons of a nuclear fallout and the deaths of hundreds of thousands would deter neocons, though ot should, because using nukes is evil.
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The only way to achieve a decisive victory in this war and force Iran to sign a capitulation would most likely be using nukes.
Leaving emotions and humanitarian reasons aside, the problem is that everyone would then develop nuclear weapons as deterrence in response.
Nuking one country gives a short-term victory but leads to others arming with nukes in response.
This alone is reason enough not to do it, for the war-hawks.
I don’t believe humanitarian reasons of a nuclear fallout and the deaths of hundreds of thousands would deter neocons, though ot should, because using nukes is evil.
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🔥5
Trump reiterates his red line:
"The number one goal is, and always will be, that Iran cannot have, in any way, shape, or form, a nuclear weapon. Thank you for your attention to this matter!"
Just yesterday, MTG said U.S. strategy meetings are discussing nuclear options in Iran...
That is, dropping one of their own. But Iran, Trump says, can NEVER be allowed to have one.
They're not responsible like he is, I suppose...
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"The number one goal is, and always will be, that Iran cannot have, in any way, shape, or form, a nuclear weapon. Thank you for your attention to this matter!"
Just yesterday, MTG said U.S. strategy meetings are discussing nuclear options in Iran...
That is, dropping one of their own. But Iran, Trump says, can NEVER be allowed to have one.
They're not responsible like he is, I suppose...
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‼ STATE WELCOMED RIP OFF: The gas prices in Germany are extremely high again.
Diesel hits €2.55 per liter, about $11 per gallon.
People do not understand that the German government welcomes these high gas prices.
1) This forces everyone to slowly switch to electric cars or bicycles in the city. That’s the green agenda they want.
2) The price includes roughly 58% taxes and levies. This means the state is earning more from the people and needs it now to finance the big military plans.
Roughly $6.40 per gallon goes to the state, so it has no incentive to lower the price.
They are not working for you.
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Diesel hits €2.55 per liter, about $11 per gallon.
People do not understand that the German government welcomes these high gas prices.
1) This forces everyone to slowly switch to electric cars or bicycles in the city. That’s the green agenda they want.
2) The price includes roughly 58% taxes and levies. This means the state is earning more from the people and needs it now to finance the big military plans.
Roughly $6.40 per gallon goes to the state, so it has no incentive to lower the price.
They are not working for you.
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Media is too big
VIEW IN TELEGRAM
Aussie feminist says she hates men because she was sexually abused for selling leggings on Facebook marketplace
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