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AI, Languages and Neuro-Kernels

“A radical rethinking of OS architecture for the age of AI: from legacy kernels to self-optimizing neuro-kernels powered by contextual intelligence.” I believe that the future will ditch Linux and Windows because AI will create it's own kernel that's ready to be fused with AI model to become neuro-kernel. Why? Because they were not created for AI. They were created several decades ago when LLM wasn’t even a phrase. They were born out of necessity, not intention — a way to make silicon respond to keyboards, screens, and human commands. Over time, they adapted: adding graphical user interfaces like Window User Interface and desktop environments of Linux, supporting mobile devices such as Android and iOS, and surviving by bolting on complexity, you get the gist. But at their core, they are still human-first operating systems, not built for real-time machine reasoning, context shifts, or model-to-model communication. Now Let's Talk Inefficiencies The inefficiencies are baked in...

I Created a Proposal from MF4:SPIC

Here's a proposal created by Chat-GPT with the use of MF4:SPIC (Meta Framework For Framework: a Standard Process for Idea Creation) v4.8. If you find the need to copy the proposal, probably look for a funder or a vc, by all means, go ahead. Happy to help.

The Framework Revolution: How SPMP and MF4:SPIC Are Redefining Creation with AI

Imagine a world where frameworks aren’t rigid, pre-packaged codebases you download from a repository. Imagine instead a process so fluid, so powerful, that it lets you define your vision, hands it to an AI, and watches as a custom system—tailored to your exact needs—emerges before your eyes. Then, imagine refining it with a few tweaks until it’s perfect. This isn’t science fiction—it’s what we’ve built with SPMP(Standard PHP-MVC-Principles) and a groundbreaking process called MF4:SPIC(Meta Framework For Framework: a Standard Process for Idea Creation) MF4 for short. Let me take you behind the scenes of a discovery that’s changing how we think about creation. The Seed: SPMP and a New Kind of Framework It started with SPMP—Standard PHP-MVC-Principles—a lightweight, PHP-based framework I co-developed with an AI collaborator (let’s call it Grok, because that’s what it is). Unlike Laravel or Django, SPMP isn’t something you composer install . It’s a document—a set of principles, instructi...

SPMP: Standard PHP-MVC-Principles Framework

I was building an bookkeeping management system with xAI when it occurred to me that I was also priming to build a PHP framework.  I never liked Laravel and Symfony as they were heavy on the disk and with steep learning curve. I was opting for the likes of CodeIgniter but none of them are either scalable or MVC. And so, for years, I stuck my self with vanilla PHP until I decided to venture to the path of AI. You see that on my previous posts. Then I find myself creating the said bookkeeping management system where I was employing the assistance of ChatGPT. I wasn't as good as I thought due to PHP vastness of possibilities. So I did what others will do. Look for an alternative to ChatGPT.  Then came Grok(xAI). It was good but something's missing. That's when I decided to narrowed down my requirements. I listed PHP framework principles that I wanted to have with : simple, minimal, secure, extendable, configurable and to top it off lightweight and easy to collaborate with AI....

Wrestling with an Old Acer Laptop to Install ALBERT—And Winning!

You know that feeling when you take an old, battle-worn laptop and make it do something it was never meant to handle? That’s exactly what we did when we decided to install ALBERT (A Lite BERT) on an aging Acer laptop. If you’ve ever tried deep learning on old hardware, you’ll understand why this was part engineering challenge, part act of stubborn defiance. The Challenge: ALBERT on a Senior Citizen of a Laptop The laptop in question? A dusty old Acer machine (N3450 2.2 GHz, 4gb ram), still running strong (well, kind of) but never meant to handle modern AI workloads. The mission? Get PyTorch, Transformers, and ALBERT running on it—without CUDA, because, let’s be real, this laptop’s GPU is more suited for Minesweeper than machine learning. Step 1: Clearing Space (Because 92% Disk Usage Ain’t It) First order of business: making room. A quick df -h confirmed what we feared—only a few gigabytes of storage left. Old logs, forgotten downloads, and unnecessary packages were sent to digita...

PHP Error: Unable to load dynamic library 'gd'

Currently installing Laravel on my Arch Linux. I got PHP, MySQL, Apache and Composer installed and trying to install Laravel with this: $ composer global require laravel/installer  But got this instead: PHP Warning:  PHP Startup: Unable to load dynamic library 'gd' (tried: /usr/lib/php/modules/gd (/usr/lib/php/modules/gd: cannot open shared object file: No such file or directory), /usr/lib/php/modules/gd.so (/usr/lib/php/modules/gd.so: cannot open shared object file: No such file or directory)) in Unknown on line 0 PHP Warning:  PHP Startup: Unable to load dynamic library 'openssl.so' (tried: /usr/lib/php/modules/openssl.so (/usr/lib/php/modules/openssl.so: cannot open shared object file: No such file or directory), /usr/lib/php/modules/openssl.so.so (/usr/lib/php/modules/openssl.so.so: cannot open shared object file: No such file or directory)) in Unknown on line 0 PHP Warning:  PHP Startup: Unable to load dynamic library 'phar.so' (tried: /usr/lib/php/modu...

Why have a Website in 2015?

Why have a website when there’s Facebook? Isn’t that enough? I've been getting this objection every time I offer my web services. I found that funny ten years ago. But hearing the same excuse to not create a website for their business is disheartening. Here in Cavite Philippines, most of SMEs(small/medium enterprise) does not have websites. And, I think they have the same reason like what the rest of the world has. And that might be because: websites are expensive to make, or you don't have the time to do it, or you'd rather use facebook, or all of the above I don't blame them if these are the case. However, the way they see website doesn't change the fact that having a website is valuable. It is so needed that asking why get a website feels like living in the cretaceous era. We can scour the net and get several reasons why your business or even just you need a website. But I'm not here to do your homework. You can leave this page now and go to  go...

how to add location in google maps

We were able to add a map to a blog with the article how to add map to blog . But what if you dont see any marker for your location. Then, we create it. Follow the steps below in adding a pin or marker to google maps. open  http://www.google.com/mapmaker sign in click "Add new" zoom in to the location click on the location select a category add a name fill in the form click on "Save" button To confirm, search google maps *pics to follow

how to add map on blogs

Im working on another blog of a friend about her restaurant  and found a need to put a map So, I went to Google for assistance. Lo and behold, it assisted. Now, let me share to you how it goes.(pics to follow) open  maps.google.com search for the location click the gear at the bottom right corner click "Share and embed map" click "Embed map" tab choose the size copy the html code paste it to you blog

linux firsts

i came across the linux timeline in wikipedia and learned that there are three major distros(distributions) where most of them came from. debian slackware redhat ubuntu, KNOPPIX and gibraltar are some of the distros that were based from debian. i would say it's a cross between slackware and redhat - and that's based from some of my research. i just dont have time to post details madriva, fedora and the "philippines distro" bayanihan are based from redhat. a very corporate feel and stable distro if you ask me slackware, which was the basis of openSuSE and vector, is a hobbyist distro basing from its history. althought, its support and community are as stable.

learning linux

i've always wanted to learn linux for years. but i'm still stuck with this crappy w!ndows v!sta - yes, v!sta. the crappiest of them all. and now that i have some time and a spare laptop to use, i managed to install ubuntu studio . why ubuntu studio? i just got fascinated with the programs it came with. the first thing i checked was if i could go online, wireless that is. sad to say, the browser couldn't fetch anything. fortunately, getting the laptop wired got me online. and that's one less trouble for me. now, the problem at hand is that there is no wireless connection. solution - search the web. i landed on ubuntuforums.com and found out that ubuntu studio doesn't install the gnome network manager which is like the "view available networks" on xp and "connect to a network" on v!sta. so, lets just install it. i mean, lets try to install it. next: installing a program in linux

skyfire browser

I recently rediscovered skyfire browser. and when I say it's good, it's very good. it took me a day to get the hang of it on my samsung i780. after that, it's all worth the surf. still figuring out though, the multiple tab function. that's if ther's one. back when I first got this i780, I remember that i installed the older(i guess) version of skyfire which I didn't like. so, I opted for the opera. but I think i'll be switching again this time... oh, btw. im posting this entry with skyfire. just try to google it.

task manager: before clicking end process - part 2

continuation of the 1st part 1. igfxpers.exe - is a process installed alongside NVidia graphics cards and provides additional configuration options for these devices. "This program is a non-essential process, but should not be terminated unless suspected to be causing problems." processlibrary.com says its not a critical component. so there's nothing to worry about 2. igfxsrvc.exe - is a process associated with Intel(R) Common User Interface from Intel Corporation. It is installed with graphic card drivers with Intel chipsets. This program is important for the stable and secure running of your computer and should not be terminated. from processlibrary.com i wouldn't want to terminate this. 3. igfxtray.exe - is a process which allows you to access the Intel Graphics configuration and diagnostic application for the Intel 810 series graphics chipset. This program is a non-essential system process, and is installed for ease of use via the desktop tray. also ...

task manager: before clicking end process - part 1

pc's get a little slow most of the time. so what do you do first? free up the memory. but before you click the end process button, you might want to check out what those processes are. here's mine: 1. alg.exe - Application Layer Gateway Service The alg.exe executable allows applications (such as IM clients, RTSP, BitTorrent, SIP, and FTP) from a client computer to dynamically utilize passive TCP/ UDP ports in communicating with known ports on a server. This allows software to access applications that reside on another computer even if there is a firewall. read all about it liutilities.com i guess this means its good and you dont want to end this process 2. avgrsx.exe - This avgrsx.exe file is from the free antivirus AVG security software. This is part of their antivirus and resident shield software and it helps protect your computer from viruses and outside attacks. This file is considered safe and is not virus or spywrae related. read it what-is-exe.com we'...

html character education

so, now, i've decided to update the tool by adding html character entities page. i haven't uloaded it yet but im hoping it will be sooner. unfortunately, it's getting bigger everytime i dig deeper to the subject. i started with  and reached ſ. so that's about 383 characters already. then, i found out from w3 website http://www.w3.org/TR/REC-html40/sgml/entities.html that there's a €. so i guess this will take long... well, wish me luck. i also stumbled upon this site - http://www.escapecodes.info/ kinda cool with the use of image. i, however, prefer character instead of pictures.

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!