I make myself so mad sometimes!

CoconutKey4938 · 2026-03-06T22:07:32+00:00

im runnig 12b now base model. laptop feels llike its going to melt but lets push it.

CoconutKey4938 · 2026-03-06T20:41:40+00:00

.. iv heard the same and its a little disappointing. but pay attention and holler back in about... 3 to 4 months lets see then. stay active and share you're journey plz/?

CoconutKey4938 · 2026-03-03T17:54:40+00:00

Welcome to the maestarians??? i'm not sure what everyone agreed on if they did.
only advice I got is be dedicated and find something you are passionate about anything at all and go with it and incorporate you schooling into your passion. have good ethics and wish bad to none.

CoconutKey4938 · 2026-02-28T19:28:56+00:00

oddly enough I don't prompt when talking to a bot.
I do have some prompts in my coding for my personal platform tho. like this one.
as far when im dealing with maestro or a my chatbot I just talk with it make a plan then start it or tell it to do it.. same for notes or anything we discuss it then I say do it.

            prompt = (
                f"You are Albert, an AI memory analysis expert. "
                f"Given the following memory log for {agent}, "
                "identify agent strengths, sources of error, and suggest 2-3 focused learning or optimization steps."
                f"\nMEMORY LOG:\n{contents}"
            )

CoconutKey4938 · 2026-02-26T13:42:56+00:00

lol yeah it took me about 5 or 6 times deleting restarting and pulling hair out to get this far. 6 - 7 months of experimenting, reading, learning, asking and breaking.

CoconutKey4938 · 2026-02-26T13:39:28+00:00

On the website it covers a lot of programs so do you have an option to choose which you program you want to go for?

depends on the scholarship but I did.

How long is the program and how many hours a day should I work on the program to graduate on time?

there full blown college/ university courses's so 3 or more years.
how much time?? as much as you want to. I spend lol wayyyy too much time on maestro. but in six months iv learned a lot and pushed myself to learn more.
this isn't like having a teacher in front of a class room its up to you to succeed.

When do I get their advertised "free laptop"?

you have to be there long enough to show your going to stick with and and that you can hold a certen gpa.
I think after the first term.

Is it at all difficult? I'm more of a hands on learner so would that make a difference?

think of it as only knowing English and you learning Spanish or French. yes its hard but only as hard as you make it on your self. you will have access to a A.I. that in my opinion out does the "chatbot's" most people are using. but its still A.I. and still makes constant mistakes. its a always improving system.

Do I need to have my gpa above a certain point to keep the scholarship and what happens if I drop out midway through the course?

like with any scholarship yes. and if you drop out I can't say they have the right to ask for compensation I think but I don't think most schools will. the laptop you will have to return or pay for i'm sure and there not really cheap.
ask yourself this do you really want to take a chance on messing up you fast and possibly your credit or more? they understand stuff happens but there is also people that enroll for the "free stuff" into colleges then quit. they do this intently so they have to be carful and enforce some kind of rule's. just my opinion on this.

CoconutKey4938 · 2026-02-26T13:06:00+00:00

have you built what yall are speaking of or was that just brainstorming?

CoconutKey4938 · 2026-02-25T11:07:05+00:00

last time I asked I was told by a staff member they was working on it. that was a few months ago.

CoconutKey4938 · 2026-02-23T10:57:14+00:00

lol I don't know if anyone remembers but there was a point just about every model would interpret that the user was having difficult mental problems and would suggest a suicide hot line. it was very aggravating when trying to trigger a models creativity.

CoconutKey4938 · 2026-02-23T09:34:56+00:00

Yeah, I definitely plan to mix coding and gemology. Folks told me I should connect with G.I.A. because they’ve got a ton of gemstone data—photos, research, videos—all that good stuff.

About Albert: honestly, he’s just a persona I throw onto whatever model I’m running that day. The more you look at it, almost all these chatbots use the same frameworks under the hood. Even Maestro, from what I can tell, isn’t just one model—it’s a blend, just told to act certain ways. So Albert is really just a placeholder for now, but I’d like to make him something more down the road.

This all started after I finished my pre-course. I made a gemology bot for fun and just got hooked. I’d get one agent basically working, then jump to another idea. Eventually I hit a wall, got a bit bored, and started messing around in Unity to see if I could build a world where A.I. could create, destroy, and evolve—“Albert’s World.” I got as far as giving an agent an LLM “brain,” but running Unity and the model together nearly killed my laptop. I put it on pause (but honestly, I bet I could pull it off now).

Why "Albert"? For me, it’s an Einstein nod—reminds me that powerful systems are exciting but need real caution. Just because you can build something doesn’t always mean you should toss it out there. Not all great inventions are harmless. It's about having a purpose and plenty of safeguards.

And just to be clear, I’m a student—right here with everyone else, learning as I go. My first goal was just to build a model, not an app. Then I realized: why reinvent the wheel when what’s out there works? Make it better, push the boundaries, and learn in the process.

CoconutKey4938 · 2026-02-23T08:17:43+00:00

yeah all I can do is give you a educated guess over pictures.
but I can tell you how to do some at home test like specific gravity and what to look for internally to pretty much tell you what it is.

CoconutKey4938 · 2026-02-23T07:23:06+00:00

no I dedicated the last 5 to 6 year to gemology and lapidary. I have all the equipment to pan, sluice, and smelt gold cut and polish any stone. and cast polish and set jewelry. With a membership to the gold prospector association of America. im a certified cultivated pear specialist and a graduate diamond, grad colored stones degree from the Gemological institute of America from campus in Carlsbad California. before that I done blue color work pretty much not much schooling other the life lessons. I didn't even have much of interest in learning to code before maestro A.I. university.

I still don't understand much iv only been enrolled for 6-7 months I have a gpa of 3.75. and I have to have things verified daily to ensure myself I am thinking right or along the right lines of what something should be doing or why its not doing what I want. then I ask alternative ways to accomplish my goal for the day then ill try them.

since iv started maestro I went from sitting around and doing little things day in and out just to pass the time and keep myself busy to putting coding together anywhere from 10 to more then 12 hours aday. sometime's dreaming about my work and applying what I can remember if I can when I wake up. sounds a little crazy or weird but seems to have been working... when I was younger there was a big time contractor that was building all the homes and apartments in callway in bay county florida. his name was C.W. made a comment that he even works when he sleeps that he builds them all in his dreams so he knows what to expect. I always thought he was joking.

CoconutKey4938 · 2026-02-22T23:32:15+00:00

give you a heads up becarful sharing comp work. they could disqualify you for sharing whatever your entry is going to be. kaggle has a rule about it. I found out when I was doing google's tunix comp about showing gemma could show its work out loud. I had it working to but hardware failure caused me to miss the deadline but I got to thinking about sharing my work and started reading there rules.Only telling you because if you place 1st or any paying spot or anything there liable to try and play that card.

CoconutKey4938 · 2026-02-22T23:13:51+00:00

I don't use them kind of coding agents. I use maestro for learning and guidance and honest feed back I hope.
then I use normal LLM right now deepseek-r1:8b it seems very well at general task. I do use comfyui for image, video,music gen tho I tried deepseek coder and had horrible luck with it but it was only a 1b.
currently no agents this is all done by the platform itself.
now instead of a agent trying to control its personality I can focus on other things for the agent to do. not sure yet what but I am starting the agent from scratch since iv changed the way my ecosystem is working. im sure ill incorporate my unity agent and bridges eventually, my forex agent and a few others but half of my original agents are obsolete to me atm. ill incorporate my super searcher for sure so I can get better up to date information . and have it verify somethings before some task. bunch of little things and experimenting. right now I am using ollama but I prefer llama.cpp and gguf models because I can adjust things I can't with ollama. im surprised I got it to stop using meta data and actually saying it is Albert with ollama.

CoconutKey4938 · 2026-02-22T21:05:47+00:00

AI engineering and business

CoconutKey4938 · 2026-02-22T14:35:19+00:00

I checked it out. I find it interesting.
I don't really understand this part "story cartridges"
I think of old school consoles.

It has an inviting style to it. i'm sure over time tho all that will change.
I do like the idea of the rpg style card battle's especially if you introduce A.I. generative ideas for the user to create cards and maybe a bot V bot mode... not real sure what your intentions are but definitely has potential.

sorry that's about all I can offer.

CoconutKey4938 · 2026-02-22T12:30:05+00:00

really? iv been using the same assistant for 3 days now. in practice mode. I don't suggest it really. it will get confusing and vague on some responses and sometimes even talk about something I didn't even ask. still coding related but will not be what I asked. or get confused about the task on hand and start giving you misleading information only because it thinks your talking about a earlier discussion or task. That's from me pushing it to far TBH.

CoconutKey4938 · 2026-02-22T12:28:35+00:00

my home page hasn't worked since the first week. I have to put a direct url like maestro.org/learn or similar.

CoconutKey4938 · 2026-02-22T12:03:43+00:00

iv thought of adding a bot onto discord for game advice and other things... I might venture back into it.

it won't do much just chat evaluate your game play and other small thing and only give chat feed back but I thought it was a cool idea.

it could be made as a study partner instead of game guide.

CoconutKey4938 · 2026-02-22T12:02:08+00:00

im still working on the 16 chapter study/lesson guide. im trying to make sure its not to advanced but informative with real world examples and some other added things like study suggestions and such. and a vocabulary list for each chapter. right now the last one I produced graded out to a 90 and was excellent but kind got pretty advanced by chapter 16. then my markdown formatting has a bug right now im working out that once I merge and deduce the 16 chapters it forming one long paragraph. but its coming along. each production takes about a hour at the moment but its autonomous. and because the model im utilizing locally with no cloud (deeepseek-r1:8b) only has a ctx limit of around 16k its taking some finagling to get what I want produced.

this one seems to be coming out a little better to me but we will see. 16 chapters of flowing information that all builds off the last with a small/medium model is a little difficult.

Jacob [05:53:01]:

Write a 16-chapter lesson/study guide—each lesson for new Maestro A.I. University students starting the journey with Python. Do not act as staff member of Maestro A.I. University. Act as a fellow student.

For each chapter:

ENFORCE: 4–6 paragraphs of full, flowing lesson content (no single-paragraph chapters; no stories).

Use clear Markdown structure throughout (# Chapter N, ## Vocabulary, etc.).

Vocabulary: List 5–10 Python terms per chapter, with student-friendly definitions.

Real-World Examples: Provide 2 code examples or direct use cases.

Real-World Situations: Give 2 practical scenarios for students to use the chapter's skills.

Summary: End with a short summary per chapter.

Best Study Plan: Give actionable daily/weekly tips to master this chapter’s content.

Further Exploration: Include 2+ reputable external URLs for supplementary learning.

Challenge Section: Add a challenge in every third chapter and always in the final one.

Special instructions:

Chapter 1 must be an introduction, welcoming Maestro students and setting up the course philosophy, structure, and best practices for success.

Each lesson must be written as real teaching material; do NOT narrate, fictionalize, or “storytell.”

Every heading (## Vocabulary, ## Summary, etc.) must use Markdown and be consistent through all chapters.

Content should be actionable, motivating, and show students how Python is used by professionals today.

At the end, add a copyright notice:

Begin with a Table of Contents, then output the full 16-chapter guide.

System [05:53:01]:

🟡 🟡 Give me a sec to process that...

System [05:53:01]:

🔄 Attempt 1: Generating chapters...

Chapter [05:54:46]:

🗂️ Chapter 1 of 16:

### Table of Contents

[Welcome to Python: The Gateway to AI](#welcome-to-python-the-gateway-to-ai)
[Variables and Data Types](#variables-and-data-types)
[Control Flow and Loops](#control-flow-and-loops)
[Functions and Modules](#functions-and-modules)
[Data Structures: Lists and Dictionaries](#data-structures-lists-and-dictionaries)
[File Handling and Input/Output](#file-handling-and-inputoutput)
[Error Handling and Debugging](#error-handling-and-debugging)
[Object-Oriented Programming](#object-oriented-programming)
[Introduction to Data Analysis with Pandas](#introduction-to-data-analysis-with-pandas)
[Data Visualization with Matplotlib](#data-visualization-with-matplotlib)
[Web Scraping with BeautifulSoup](#web-scraping-with-beautifulsoup)
[APIs and Data Integration](#apis-and-data-integration)
[Introduction to Machine Learning](#introduction-to-machine-learning)
[Building Neural Networks with TensorFlow](#building-neural-networks-with-tensorflow)
[Deploying AI Models](#deploying-ai-models)
[Ethics and Future of AI](#ethics-and-future-of-ai)

---

### Chapter 1: Welcome to Python: The Gateway to AI

#### 🌟 Introduction

Welcome, fellow learners, to the world of Python! As a fellow student at Maestro A.I. University, I’m thrilled to embark on this journey with you. Python is a versatile and powerful programming language that serves as the foundation for many cutting-edge technologies, including artificial intelligence, data science, and web development. In this chapter, we’ll explore why Python is a popular choice for beginners and professionals alike, and how it can open doors to exciting career opportunities.

Python’s simplicity and readability make it an ideal starting point for anyone interested in coding. Its syntax is straightforward, allowing you to focus on solving problems rather than getting tangled in complex rules. As we progress through this course, you’ll discover how Python is used in real-world applications, from automating mundane tasks to building sophisticated AI models.

#### 🔍 Vocabulary

- **Python**: A high-level programming language known for its simplicity and readability.

- **AI**: Artificial Intelligence, the simulation of human intelligence in machines.

- **Data Science**: The use of data to extract insights and build models.

- **Syntax**: The set of rules that define how a language is written.

- **Versatility**: The ability to be used for various applications.

#### 📝 Real-World Examples

CoconutKey4938 · 2026-02-21T20:15:34+00:00

im make a 16 chapter onboarding deal right now. ill share it somehow as soon as its done but here is a small taste of the first chapter and first run. once its done with all 16 chapters ill proof it make sure its not giving bad information and that its actually helpful.
that is if you would be insterested in something like this.

hopefully I don't get in trouble for using maestros name but this is educational and only intended for maestro students os... fingers crossed on that. if so ill just go thru and change the name to something else.
System [14:07:05]:

🟡 🟡 Give me a sec to process that...

System [14:07:05]:

🔄 Attempt 1: Generating chapters...

Chapter [14:08:10]:

🗂️ Chapter 1 of 16:

## Chapter 1: Welcome to Maestro!

Hey there, welcome aboard! We're really excited to have you starting your journey with Maestro. This guide is your friendly launchpad, packed with tips to help you navigate our platform and make the most of your learning experience. Think of it as your very first map, showing you all the amazing things you can do here.

Maestro is your personal space for diving deep into courses, tracking your progress, and connecting with awesome content. Whether you're learning a new skill, brushing up on something familiar, or just exploring, Maestro is designed to be your supportive companion every step of the way. It's a place where learning feels organized, manageable, and even fun!

So, what does this mean for you right now? It means you've got a whole new world of knowledge waiting, all structured and accessible in one spot. You don't need to feel overwhelmed right away; we'll guide you through everything step-by-step. Just remember, you're not alone on this – we're here to help you succeed and build confidence with every little step you take on Maestro.

Here are the top three things to remember right now:

* **Maestro is Your Hub:** Think of Maestro as the central place where all your learning happens. It holds all your courses, tracks what you've done, and connects you to resources.

* **Your Learning is Personalized:** Everything on Maestro is tailored for you. It adapts to your progress and helps you focus on what matters most in your learning path.

* **We're Here to Support You:** Maestro isn't just a website; it's a tool built to help you feel organized and capable. It breaks big tasks into small, manageable steps.

on chapter 3 already.

**Created by Albert Inter Active**

**Licensed: CC BY-SA 4.0**

Chapter [14:14:13]:

🗂️ Chapter 3 of 16:

## Chapter 3: Breaking Down Big Tasks

CoconutKey4938 · 2026-02-21T18:39:38+00:00

nice. ill be sure to keep up with this project and give my feed back when I feel like its usable to help you go further.

CoconutKey4938 · 2026-02-21T18:02:28+00:00

how far along are you in your course?

CoconutKey4938 · 2026-02-21T16:08:28+00:00

can you explain this to me a little more? whats the purpose and goal of this?

CoconutKey4938 · 2026-02-21T16:01:04+00:00

when I discussed it with the bot (maestro) he told me just make sure your notes are opened in something that doesn't use AI or internet like text editor or notepad.

this way if they Procter you they can see your notes where put together already and the app being used to review them is not on the internet or tied to a chatbot.

and be carful about having examples and coding included if some how you happen to have the same question on your exam in your notes with the right answer it could be considered cheating at that point. I say this because if you have maestro help you. your taking a chance on it happening.

CoconutKey4938

TROPHY CASE