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Content by piousbox
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.
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.

User Comments
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.
Not to mention that oftentimes the AI does work! See this quick article for an example: https://wasyaco.com/w/20260815
Would I have come up with this solution on my own? I doubt it. Does it save me time and improve efficiency? Absolutely.
AI is very powerful, and works better than ever, and continues improving. Sure, a lot of it is fraud, a lot of it is questionable, and even the best modern AI will try to ruin your codebase, if you let it. (A junior programmer would also ruin your codebase if you let him.)
Fundamentally, I believe the GPT architecture actually go it right. The way brain works, the way neurons work. Each neuron does integrals, and together they *predict*, anticipate something, and that anticipation is what builds the world around us. The "attention" mechanic that divides computation into key, query, value, seems to work so well. And arguably, there is no cognition outside language. GPT does very well with language, with plain text, and generating (and consuming) plain-text instructions. Amazingly, even if all GPT does is give you probability of the next token, this alone is so powerful, that it looks like cognition.
So yeah. We are at the very scary place where AI *is* becoming indispensable. Even in defending yourself against AI.