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History: Initial layerZero Experiment from August 25, 2022

In this project I used Javascript and voice technology to control my laptop with Alexa. This was the first time I saw the potential of connecting multiple cloud providers together. I was using an Amazon device to control Google Chrome on an Apple machine.


Lots of love and gratitude to the old team at: Hey Vicki

I would share their source code but I can no longer find their repository on Github. Anyways I must give credit where it is due, without their work, I would have never had the idea build layerZero.



Contact Statement:

It’s possible that, due to platform limitations, censorship, or other forms of interference, I may not see community content. If that’s the case, I sincerely apologize.


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Layer Zero, Satellites & Singularity - Free E-Book



"Layer Zero, Satellites & Singularity" by Vikram Singh Mangat and ChatGPT-4 is an ambitious exploration of the intersection between artificial intelligence, satellite infrastructure, and the emerging paradigm of Artificial General Intelligence (AGI). This book pushes the boundaries of AI research, offering a unique perspective on how satellite data, cloud computing, and innovative algorithms can form the backbone of AGI development.


The narrative begins by introducing Layer Zero, a conceptual integrated cloud infrastructure designed to unify the world's largest cloud platforms for seamless AI interoperability. With insightful explanations, the authors unveil LoFi algorithms, a groundbreaking approach to human thought predictability that drives advanced AI modules.


Central to the book are three pioneering general intelligence modules, each addressing futuristic applications of AI:


DynamicMusic, a module creating personalized music experiences with deepfake audio that adapts in real-time to listeners' environments and emotions.


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Not a Meme: Build in Public 05.21.25 NVIDIA Pitch Deck



Clarification Regarding API Mentions in the Pitch Deck

This pitch deck was originally created for the NVIDIA Inception Startup Accelerator program. While we ironically received an AI-generated rejection email, we'd like to take a moment to clarify an important technical point: At this time, no authorized or official Singularity API exists.

Any references to “API calls/requests” within the deck refer specifically to data captured by our analytics infrastructure. These are not interactions with a public or exposed API, but rather automated and unauthorized traffic being logged at the network edge — including requests that are actively rate-limited, blocked, or challenged. We believe this activity highlights growing interest in our platform and underscores the importance of the safeguards we've implemented.


Contact Statement:

It’s possible that, due to platform limitations, censorship, or other forms of interference, I may not see community content. If that’s the case, I sincerely apologize.


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05.21.25 Meme and Chill



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Antitrust: Taking on Monopoly Power From the Gilded Age to the Digital Age - Amy Klobuchar



Monopoly and British History:


In England monopolies are illegal unless granted permission by parliament. Edward Darcy got exclusive rights to import playing cards from Queen Elizabeth. They wanted control over card games to minimize the distraction of servants. The queen's actions led to high prices for playing cards.


Thomas Allen of London Haberdasher  was another company that competed with Darcy and undercut his prices. Darcy sued Allen for damages and lost. This led to parliament being the only body in England being capable of issuing monopoly rights. This story shaped British laws and caused the implementation of the Statute of Monopolies (1624)


Monopoly and American History:


In America, the First Bank of the United States was created in 1791 as a private corporation with a 20-year charter. It did have monopolistic privileges, especially in holding federal funds and issuing banknotes, though it wasn't the only bank in the country.


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05.20.25 Meme and Chill



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Not a Meme: How to Set Up a Basic layerZero Test Demo Environment



Setting up your own layerZero test demo environment is straightforward and only requires a dedicated machine for testing. This guide outlines a simple setup process using four internet browser windows, each running on a different platform.


Browser Setup

  1. Browser 1 – TikTok (Oracle Cloud):Continuously scroll through the For You Page (FYP). If automation is your goal, we recommend using Google Chrome with an auto-scroll extension to maintain uninterrupted activity.

  2. Browser 2 – Twitch Live (AWS):Open a live stream on Twitch. The specific streamer doesn't matter, as long as the stream is live.

  3. Browser 3 – YouTube Live (Google Cloud):Use a live news stream, preferably one rich in visual data, to enhance testing and observation quality.


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Not a Meme: Upcoming LayerZero Live Demo Schedule



The months of January through May 2025 were certainly a journey where many milestones were hit. The team wants to take a moment to reflect on this time period and thank the early adopters/beta testers of SingularityLanguage.com


Things we accomplished:

  1. Source code for layerZero

  2. Version 1 of the Documentation

  3. Multiple Singularity modules deployed


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LLMs in Practice: A Developer’s Guide to Building Smarter



Using LLMs to generate code and build projects is only effective if you have the right information. Without applying the correct methodology it is easy for academics to dismiss AI generated code as garbage or useless. However this is largely because of a lack of context on how to maximize LLMs for coding.


Once you communicate your projects intent, and know the tech stack you’re using, your must have clearly established requirements. This is software engineering 101 and should not be abandon just because you are using AI agents for construction.


All of this must be effectively communicated with the LLM of your choice. Once a model knows your intent, tech stack, and requirements you must ask the LLM to formulate a plan.


The same way a software architect would communicate their plan with stakeholders, you must prompt the LLM to communicate the development plan with you.


The plan should…


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