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returning to the scene of the crime

it's been a while since i created a web page. and now im like a returning prodigal son aiming to get back what i lost. getting thru the same process i walked thru back then - studying. i visited few sites ive created and found them to be boring so i wont put their links here. hahaha! then i stumble upon my site(i want to call it that) - http://www.geocities.com/orpheum_ph/ and remembered that i have created something for myself... a tool for web design. something to start with... and i would like to tap my back for that. and so, i decided to get back into blogging and pst this.

hopefully, i would complete my tool and maybe start on a portfolio. wish me luck!
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Understanding Large Language Models (LLMs) Using First-Principles Thinking

Instead of memorizing AI jargon, let’s break down Large Language Models (LLMs) from first principles —starting with the most fundamental questions and building up from there. Step 1: What is Intelligence? Before we talk about AI, let’s define intelligence at the most basic level: Intelligence is the ability to understand, learn, and generate meaningful responses based on patterns. Humans do this by processing language, recognizing patterns, and forming logical connections. Now, let’s apply this to machines. Step 2: Can Machines Imitate Intelligence? If intelligence is about recognizing patterns and generating responses, then in theory, a machine can simulate intelligence by: Storing and processing vast amounts of text. Finding statistical patterns in language. Predicting what comes next based on probability. This leads us to the core function of LLMs : They don’t think like humans, but they generate human-like text by learning from data. Step 3: How Do LLMs Wor...
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reversed 52 week money challenge

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How Corruption Should Be Implemented

A state collapses not because corruption exists, but because its corruption lacks discipline. The Philippines is no stranger to this art. From the smallest bribe to the grandest engineering scandal, the nation swims in a sea whose currents everyone feels yet pretends not to understand. You cannot cure what you refuse to look at. You cannot outmaneuver a shadow unless you study the hand that casts it. To speak of corruption without rage is taboo. Yet rage blinds. A ruler who wishes to reform must first learn the system as it truly is, not as moralists fantasize it to be. Condemnation can come later. Study must come first. A physician who blushes at disease is useless; a citizen who flinches at the truth of corruption is equally so. The disaster of the flood-control fiasco is not surprising. It is merely the natural consequence of corruption without structure, appetite without restraint, ambition without foresight. Such corruption devours allies and destabilizes its own conspirators. I...
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