Pinned Tweet
1/x I am gonna do a thread - may take a week or two to complete. top/bottom line: novavax is a superior vax over mRNA in spades and I think you can basically be damn near immune to long covid w 3 novas spaced 6 months apart.
But will start w the ONLY advantage of mRNA (next)
But will start w the ONLY advantage of mRNA (next)
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Cali Dreaming NaphiSoc retweeted
You are not separate from existence. Everything is interconnected, arising through causes and conditions. Nothing exists independently, and nothing remains permanent.
This is the profound wisdom of the Buddha: dependent origination (Paṭiccasamuppāda).
This is the profound wisdom of the Buddha: dependent origination (Paṭiccasamuppāda).
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Cali Dreaming NaphiSoc retweeted
Trump said ending Israel's aid would silence "lunatics" like Abdul El-Sayed.
"A broken clock is right twice a day." Now he wants weapons sales stopped too, citing "genocide and apartheid."
Aid was never the target.
Israel was.
"A broken clock is right twice a day." Now he wants weapons sales stopped too, citing "genocide and apartheid."
Aid was never the target.
Israel was.
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Cali Dreaming NaphiSoc retweeted
@yoavkaufman Some of us are holding out as long as we possibly can, trying to stem the flow. But I wouldn’t recommend Israel trust American Democrats. At all. For the foreseeable future. Make them PROVE themselves. Each and every single one.
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Cali Dreaming NaphiSoc retweeted
There are two kinds of Jews: those who fight, and those who are led to the slaughter.
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Cali Dreaming NaphiSoc retweeted
If your definition of "human rights" requires the complete physical elimination of the only Jewish state on earth, you aren't a human rights activist.
You're a bigоt with a PR budget. 🎭❌
You're a bigоt with a PR budget. 🎭❌
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Cali Dreaming NaphiSoc retweeted
Give me a primary that includes:
Ron DeSantis
Brian Kemp
Glenn Youngkin
Marco Rubio
Nikki Haley
And let them all hash it out for the new direction for the GOP.
Because the lane offered by Vance will lead to ruin.
Ron DeSantis
Brian Kemp
Glenn Youngkin
Marco Rubio
Nikki Haley
And let them all hash it out for the new direction for the GOP.
Because the lane offered by Vance will lead to ruin.
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Cali Dreaming NaphiSoc retweeted
Linear algebra is used to describe models, calculus is to fit the model to the data, and probability theory is to tie it all together by providing a theoretical framework for making predictions under uncertainty.
What follows is a ~4000 words-long deep dive into all of these, where we’ll walk through the main topics step by step.
If you are interested in the mathematics of machine learning, this is the article you want to read: thepalindrome.org/p/the-roadmap-…
What follows is a ~4000 words-long deep dive into all of these, where we’ll walk through the main topics step by step.
If you are interested in the mathematics of machine learning, this is the article you want to read: thepalindrome.org/p/the-roadmap-…
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cityandstatepa.com/politics/2026/…
the paramilitary wing of the Democratic Party is now taking the first steps of a program designed to wreck violence on American Jews
the paramilitary wing of the Democratic Party is now taking the first steps of a program designed to wreck violence on American Jews
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Cali Dreaming NaphiSoc retweeted
Sharing my art until the algorithm finds me people who will like it!
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Cali Dreaming NaphiSoc retweeted
“The anti-Israel energy is also very strong,” former Gov. Andrew Cuomo told Kayleigh McEnany. Cuomo lost to Mamdani. Rogers lost to El-Sayed. Being anti-Israel is trendy. Being a boomer isn’t. Pro-Israel candidates need to get younger, sharper, and connect with voters. Fast.
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been awhile since a ai dialog has popped up for me in a coursera course. they are real value added for me
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Cali Dreaming NaphiSoc retweeted
All these idiots talking about the war in Iran annoy me. Iran would have used a nuke if they got one and hundreds of thousands of Israelis and Americans would have died if America didn’t go to war.
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Cali Dreaming NaphiSoc retweeted
As a Jew, I’m frightened by the politicians elected to take office in January.
When leaders excuse antisemitism, demonise Israel and legitimise hatred of Jews, we should all be alarmed.
I never thought Jews would have to question their safety in America.
Yet here we are.
When leaders excuse antisemitism, demonise Israel and legitimise hatred of Jews, we should all be alarmed.
I never thought Jews would have to question their safety in America.
Yet here we are.
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Cali Dreaming NaphiSoc retweeted
Learn linear algebra. Learn to visualize matrices as spatial transformations. Learn to see calculus as the language of optimization. Learn vector spaces until neural networks stop looking like black magic and start looking like high-dimensional geometry. A deep understanding of math transforms you from an API-wrapper developer into an AI architect.
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Cali Dreaming NaphiSoc retweeted
Get a gun.
Learn how to use it.
Pray you never need it.
Learn how to use it.
Pray you never need it.
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Cali Dreaming NaphiSoc retweeted
Understanding the mathematics behind machine learning algorithms is a superpower.
If you have ever worked on a real-life problem, you probably experienced that being familiar with the details can go a long way if you want to move beyond baseline performance. This is especially true when you want to push the boundaries of state-of-the-art.
However, most of this knowledge is hidden behind layers of advanced mathematics. Understanding methods like stochastic gradient descent may seem difficult, as they are built on top of multivariable calculus and probability theory.
With proper foundations, though, most ideas can be seen as quite natural. If you are a beginner and don’t necessarily have formal education in higher mathematics, creating a curriculum for yourself is hard. In this post, my goal is to present a roadmap that takes you from absolute zero to a deep understanding of how neural networks work.
To keep things simple, the aim is not to cover everything. Instead, we will focus on getting our directions. This way, you will be able to study other topics without difficulties, if need be.
Instead of reading through in one sitting, I recommend using this article as a reference point through your studies. Go deep into a concept that is introduced, then check the roadmap and move on. I firmly believe that this is the best way to study: I will show you the road, but you must walk it.
Machine learning is built upon three pillars: linear algebra, calculus, and probability theory.
If you have ever worked on a real-life problem, you probably experienced that being familiar with the details can go a long way if you want to move beyond baseline performance. This is especially true when you want to push the boundaries of state-of-the-art.
However, most of this knowledge is hidden behind layers of advanced mathematics. Understanding methods like stochastic gradient descent may seem difficult, as they are built on top of multivariable calculus and probability theory.
With proper foundations, though, most ideas can be seen as quite natural. If you are a beginner and don’t necessarily have formal education in higher mathematics, creating a curriculum for yourself is hard. In this post, my goal is to present a roadmap that takes you from absolute zero to a deep understanding of how neural networks work.
To keep things simple, the aim is not to cover everything. Instead, we will focus on getting our directions. This way, you will be able to study other topics without difficulties, if need be.
Instead of reading through in one sitting, I recommend using this article as a reference point through your studies. Go deep into a concept that is introduced, then check the roadmap and move on. I firmly believe that this is the best way to study: I will show you the road, but you must walk it.
Machine learning is built upon three pillars: linear algebra, calculus, and probability theory.
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RT @AngryLevantine: It has become clear that for Democrats - far too many of them - antisemitism is not only NOT a deal breaker, but a plus…
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in 38 of the 41 midterms since the Civil War the party of the pres has lost seats in the House
Obama in first term lost 63 seats.
will Trump in 2026 fare better or worse than Obama
(totally expect Rs to lose seats - just how many)
Obama in first term lost 63 seats.
will Trump in 2026 fare better or worse than Obama
(totally expect Rs to lose seats - just how many)
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Cali Dreaming NaphiSoc retweeted
My fellow Jews, what have you done?
You just sent Democrats a clear message: They can back DSA-aligned candidates, even the openly antisemitic ones, and you'll still vote blue no matter who.
And what do Republicans who have disavowed antisemitism and stood with us get in return for their support?
You are morons orchestrating your own demise.
I fear we will now be abandoned by both parties because you refuse to stand up for yourselves and put your own interests and safety ahead of party loyalty.
Our children and grandchildren will pay the price for your lack of self-respect and your failure to put self-preservation ahead of political allegiance.
Idiots.
You just sent Democrats a clear message: They can back DSA-aligned candidates, even the openly antisemitic ones, and you'll still vote blue no matter who.
And what do Republicans who have disavowed antisemitism and stood with us get in return for their support?
You are morons orchestrating your own demise.
I fear we will now be abandoned by both parties because you refuse to stand up for yourselves and put your own interests and safety ahead of party loyalty.
Our children and grandchildren will pay the price for your lack of self-respect and your failure to put self-preservation ahead of political allegiance.
Idiots.
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Cali Dreaming NaphiSoc retweeted
@TaliGoldsheft @TheOhioRob @hakeemjeffries Unfortunately, no, he is not the exception
Adam Hamawy. Darializa Chevalier. Claire Valdez. Melat Kirosm who each ran on eradicating Israel. Last night was telling Jewish people that our safety does not matter one iota.
Adam Hamawy. Darializa Chevalier. Claire Valdez. Melat Kirosm who each ran on eradicating Israel. Last night was telling Jewish people that our safety does not matter one iota.
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