Aging: Ivor Cummins: Want to Know your Real Immune System Age? Here You Go!
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The yield curve has un-inverted

I haven't followed this in a while, I don't have alerts set up for this - but as a reminder, the yield curve has un-inverted, and has stayed uninverted for some days. We usually see "official" "recessions" when this happens: not when the yield curve inverts, but when it uninverts, or shortly after.
Python syntax
Python Double Colon (::) Syntax
collection[start:stop:step]
Also, from: https://d2l.ai/chapter_preliminaries/ndarray.html
Softmax
- This algorithm ensures that weights are non-negative,
- and that they sum up to 1.
- It's a normalization algorithm
Dot Product
From: https://en.wikipedia.org/wiki/Dot_product
dot product is a measure of similarity of two vectors. It is a single number.
Political Meme Dump Dec22

In the below graph, we can see that 10-20 million people who allegedly voted Democrat in 2020, are missing in 2024.
No Country For Old Macro
By Russell
The United States Constitution
We the People of the United States, in Order to form a more perfect Union, establish Justice, insure domestic Tranquility, provide for the common defence, promote the general Welfare, and secure the Blessings of Liberty to ourselves and our Posterity, do ordain and establish this Constitution for the United States of America.
The Constitutional Convention
Article I
Section 1: Congress
All legislative Powers herein granted shall be vested in a Congress of the United States, which shall consist of a Senate and House of Representatives.
Methylphenidate is a safer stimulant than amphetamine
Methylphenidate vs. Amphetamine: Which is the Safer Stimulant?
Modafinil, provigil replace adderall as a safe mild central nervous system stimulant
Modafinil vs. Adderall: Can Modafinil Replace Adderall as a Safer, Mild Central Nervous System Stimulant?
In recent years, modafinil (brand name: Provigil) has gained increasing attention as a potential alternative to Adderall, particularly among individuals seeking cognitive enhancement or treatment for Attention Deficit Hyperactivity Disorder (ADHD). While both drugs act as central nervous system stimulants, their mechanisms, side effects, and risks differ significantly.
Armodafinil: an alternative to ritalin and adderall
In recent years, there has been growing interest in cognitive enhancers and nootropics—substances that improve mental functions like focus, memory, and alertness. Among the many options available, armodafinil has emerged as a promising alternative to more commonly prescribed medications like Ritalin and Adderall. These medications, often used to treat Attention Deficit Hyperactivity Disorder (ADHD) and narcolepsy, are well-known for their ability to improve concentration and reduce fatigue.