What’s New

As of 4/14/2026 here are the following updates given by worklog entries:

5:04 PM 2/14/2026
Worked on MGU website. Added breadcrumbs to prealgebra pages then pushed to GitHub using:
git commit -m "Update prealgebra lessons 1-48, add PC Literacy course, add political science folder, add blog assets".



2:02 PM 2/15/2026
Worked last night and uploaded units 1-6 pre-algebra. This is 56 lessons. Went to bed at 3:00am.
Woke up and finished units 7-14. This is another 56 lessons. Finished uploading to GitHub now. Mostly accurate.
Need to proof for breadcrumbs missing "math/home.html" entry and other minor issues. 
All 112 lessons are done. Will Spend next 2-3 weeks creating statistics course. 
When it is done will begin creating calculus course.



2:37 PM 2/15/2026
Moved 'prealgebra' files to arithmetic folder. Will brand as 'math 74'.
I am keeping 'pre-algebra' as only pre-algebra course.
I will brand it math 96.
Business and occupational math will be math 100.
Algebra will be math 101.
Anything at or above 100 is considered college level.

Lower math is:

1. Grade School Arithmetic 74
2. Grade school Pre-Algebra 96

Higher math will be:

1. College Occupational Business & Accounting  Math 100
2. College Algebra 101
3. College Geometry 105
4. College Trigonometry 110
5. College Statistics 115
6. College Calculus 120
7. College Discrete Mathematics 125
8. College Linear Algebra 130
9. College Multivariate Calculus 135
10. College Ordinary Differential Equations 140
11. College Partial Differential Equations 145
12. College Combinatorics 150
13. College Abstract Algebra 155
14. College typography 160



10:26 PM 2/15/2026
Did various pushes to GitHub to normalize look of pre-algebra pages for consistency. 
Pasted missing data in batches. Did some fine tuning of pages. 
Will have to fully vet each page one by one for quality. 
Prealgebra is functional ad ready for final polish, adding assignment pages, quiz, and test pages.



10:29 PM 2/15/2026
I have begun work to create statistics curriculum.



11:10 AM 2/16/2026
I am poring over note to construct a statistics course. 
I think I might do two courses: 
A Statistic literacy course aimed at all ages and then a rigorous college course with math and formulas.
I might separate College course into two parts: Probability as the math need to do statistics, 
and statistics where we reverse engineer the results we found using probability math.
Probability = making guesses about future outcomes, stats = using mathematical means to make assumptions
about the  outcomes themselves.



12:45 AM 2/17/2026
Pushed blog update about Pre-Algebra 96. Then I posted on Instagram the same.



12:46 AM 2/17/2026
I already have an intro to basic probability on my Algebra course. I could do non calculus bases stats next,
then calculus, then linear algebra, then combinatorics. Here and there fill in HS geometry, Trigonometry, and Pre-calculus.
Ideally I can just cover all three in one course but maybe smaller bite sized courses would be: 
1) easier to manage; 2) easier to track progress.



2:08 PM 2/17/2026
Uploaded Geometry home page. I am building Geometry 105. All I really need is Precalculus but this allows
separation of concerns.



9:07 PM 2/17/2026
Finished first draft of Geometry-105 and pushed to GitHub:

PS C:\mgu> git commit -m "uploaded geometry-105 units 1-14"
[main b5df4dab] uploaded geometry-105 units 1-14
81 files changed, 17415 insertions(+), 2 deletions(-)

Will do a quick advanced Trigonometry course then Precalculus.
Will Do calculus then Linear algebra.
Will do statistics last so that is is built on calculus and linear algebra. 



7:03 PM 2/18/2026
According to https://www.brokenlinkcheck.com/broken-links.php#status it Processed 2357 web pages, found 5450 broken links.

I am fixing some of the links.
I added home pages for the 12 Newspaper departments (Malone Panther Newspaper).
I created 404.html, mgu-200-error.html, and under-construction.html pages.
I am going through list of broken links and rerouting or creating content for missing pages.
Departments were built from top down. They included links for planned resources like videos that do not exist yet.
These errors need to be fixed for good data hygiene.

I has also renumbered and relisted all posted math lessons with new urls.
arithmetic.html, pre-algebra.html, and algebra.html are now arithmetic-74.html, pre-algebra-96.html, and algebra-101.html.

This allows for multiple courses with the same main title but different course code i.e. Math 74, Math 96 etc.
This will be important when courses such as high school, ap, or college level courses of the same topic appear.
For example non-calculus statistics (Math 115) versus calculus based statistics (Math 135).



9:17 PM 2/21/2026
From 2/18/2026 to now I have been building the economics glossary pages. 
I am working on python scripts to auto-generate the page shells for each
word as a separate page and then manually add the definitions.



3:22 PM 2/22/2026
I was working on glossary-terms.json and had just finished when I accidently overwrote data with a blank copy
forcing mew to start over. I have just finished approximating a replica with different definitions.
I used html generator to create glossary pages based on the json.
Files are now uploaded and live via GitHub to deployment.



10:48 PM 2/22/2026
finished lesson-1.1 as first real lesson for economics -101. 
Uploaded required-reading-1-scarcity.pdf as homework.



8:09 PM 2/24/2026
finished uploading lessons for economics-101 units 1-5. It ia done for now. 
Next will be adding graphs or additional lessons per unit.



10:43 PM 2/24/2026
Uploaded business-101 unit home pages.



12:08 PM 2/25/2026
Finished uploading business-101 lessons for units 1-5.



1:40 PM 2/25/2026
finished uploading finance-101 unit 1 lessons.



3:38 PM 2/26/2026
finished uploading all finance-101 lessons last night.



4:37 AM 2/27/2026
Started work on new department called Professional studies.
Created Real estate investing Course. Uploaded real estate glossary.
This is about 4-6 hours work from 10pm ish to now.



1:10 PM 3/1/2026
finished uploading 243 glossary words for real estate track last night just before midnight.
Working on adding 125+ more right now.



8:52 PM 3/1/2026
I have 438 real estate glossary words now. I have checked links and they seem all good.
Pages have at least 7 sections. Some have 11-15.
Over time I will flesh out pages to be 15 sections for richer content.



3:30 AM 3/10/2026
Uploaded and then updated Real estate track unit homepages



3:46 AM 3/11/2026
Uploaded approximately 134 lessons for real estate track.
Main sections are completed. Still need to review and add 1-2 sections to clarify formulas,
key concepts, or fully work out examples step by step.



3:56 AM 3/12/2026
modified real estate track from 16 units to 20 units.
Uploaded all 11 financial system track home pages.

[main 2b50df4a] modified real estate home page, uploaded financial system track homepages
 14 files changed, 4388 insertions(+), 1 deletion(-)
 create mode 100644 department/professional-studies/financial-system/bank-operations/home.html
 create mode 100644 department/professional-studies/financial-system/capital-markets/home.html
 create mode 100644 department/professional-studies/financial-system/compliance/home.html
 create mode 100644 department/professional-studies/financial-system/corporate-finance/home.html
 create mode 100644 department/professional-studies/financial-system/credit-lending/home.html
 create mode 100644 department/professional-studies/financial-system/financial-services/home.html
 create mode 100644 department/professional-studies/financial-system/home.html
 create mode 100644 department/professional-studies/financial-system/insurance/home.html
 create mode 100644 department/professional-studies/financial-system/payments-&-financial/home.html
 create mode 100644 department/professional-studies/financial-system/private-capital/home.html
 create mode 100644 department/professional-studies/financial-system/public-markets/home.html
 create mode 100644 department/professional-studies/financial-system/structured-finance/home.html
 create mode 100644 department/professional-studies/financial-system/wealth-&-asset/home.html



1:30 PM 3/12/2026
modified professional studies.



6:40 PM 3/12/2026
"added banking operations unit homepages



12:59 PM 3/13/2026
uploaded bank unit 1-4 lessons.



2:45 AM 3/14/2026
uploaded last of bank operations lessons. Units are capped at 7 lessons which is artificial.
I had plans for 5-10 lessons per unit but work got corrupted and I lost material.
I rushed through standardizing at seven. I will adjust lessons over time to be more "discovery-centric".

I updated some religion files. African and Pagan homepages have been updated with links to 
categorized religions and new details added.



5:12 PM 3/16/2026
I have uploaded the next two financial tracks complete with unit homepages and lessons.
Now I am scaffolding the next tracks unit pages after which I will build the lesson pages. 



2:50 AM 3/23/2026
I tried using chatgpt to speed up workflow. It is utter shit. It fights me more than just outputting files.
It wants to talk instead of work. It compresses files creating more work than less.
This slows down productivity 20x If the military is using this it will get spotty performance that is hit or
miss. Pretty much a fucking joke. Quality is going down and cost is going up for ChatGPT. Every update creates
bugs. It moves away from content creation and towards content consumption. It summarizes or overly compresses
data so whether you are teaching or learning you are getting a bad explanation that is hard to artifact.

I take this personally as the illuminati and Sam Altman trying to thwart me and all of mankind.
Why would they do this when they know I  will destroy them for it?
(4-14-2026 I may be overreacting to just getting lazy but they do backdoor me and spy on me)


9:40 PM 3/26/2026
I have switched to using a system of both Grok and Claude.ai to batch process html files. Work is slower (1/10th speed)
but output is consistently high quality without having to regenerate files 3-4 times and still unhappy with results.
Initially I was able to process an entire track in one day (34 units). Not it takes a day just to do 3-5 units.
I will move from operational proficiency towards introduction as lessons feel lighter, I cannot lock down a true
standard or consistency between a.i. models, and other constraints such as page design. A better program would be
more along the lines of what a typical day looks like and how to proceed through different tasks using a step by
step checklist. I will save this enhanced version of professional training for MRELLC website where it is
directly clear it is for introduction into the MRELLC ecosystem.
(4-14-2026 for what I am doing Grok is not capable but Claude is. Grok Kinda stupid and worse than ChatGPT.
ChatGPT works but only is sections which is actually reasonable. Claude is a beast and just automates the boring stuff.)



2:22 AM 3/28/2026
Yesterday I built a news so that can work with my university website or stand alone.
Today I ported it from cloud servers to local copy. I am going through and removing proprietary
frameworks that were used to quickly mock up proof of concept and hardening the system. 



12:19 AM 3/30/2026
Work is progressing on wam course. Content is getting deeper so it taking longer.



4:40 PM 4/14/2026
I have spent the past two weeks working on Wealth Asset Management. Other tracks took only about a day to do each
because they are very thin outlines. WAM is now at unit 32 with units 33 & 34 remaining. Work currently takes
about 1 or two days to complete a unit. So a track takes about a month. I have 8 tracks left so probably will 
take 8 months. I am working on the defense department. I am rebuilding the War college and Malone Doctrine to be 
more authoritative and clear. Martial arts pages for aikido , karate, and MaloneRyu have been put up. 
Home pages have links to standardized pages to be completed across all current and future martial arts pages.
This is both a training and documentation system. 

I now have to figure out how to refactor 136 hand written wix posts from years ago Aikido Blog and how to
synthesize and remake collection of training videos. I can trim and edit wix posts using a.i. to sped up and
clarify tone and purpose. I can buy a facility for training and invite Martial Arts instructors to evaluate
training courses and instructional lessons. Priority is now on securing facility and remaking videos asap.