Brown Enterprises

Brown Enterprises The hub for many organizations SoftWorx 3D Print Studios: A 3D printing and design company linked to SoftWorx Studios.

Our current list of active projects includes but is not limited to:

SoftWorx Studios: A Software, game engine, and VR Research company. De-Fi Products: Our experimental cryptocurrency division. We research the possibilities in crypto investments, ETFs, and Staking/Futures. Energy: Sustainable Hydrogen production research. Agriculture: Vertically Integrated self sustained farm facilities.

08/26/2025

A new approach to Utilizing Small LLM Model and Advanced Memory with "self-learning" capabilities for real "AGI":

Recently, I have been enamored with AI tool research, and how to utilize it—MCP tool servers, agents, operators, the works. One thing lacking in most AI setups and systems is memory. Not just any memory but truly enhanced memory. I have been researching actual "next gen" memory systems that not only learn, but also act like a model in itself. The results are truly amazing, to put it lightly. This new system I have built leads to an entirely new level of awareness unlike anything I have seen with other AIs. The model using this system is Llama 3.2 3b 1.9GB. I ran it through a benchmark using ChatGPT, and it scored a 53/60 on a pretty sophisticated test.

Developing this technology required a completely new approach to data handling regarding the database technologies involved. This new system "Neural Recall" uses a new hybrid database schema and management system that has amazing throughput, with a 100% error correction rate, and no performance losses. It also utilizes new ML techniques to do "in memory" data processing. It is a remarkable new system in itself.

Curious to know if anyone else is researching this topic, and what tools or techniques have you used?

Evaluation and Transcript PDFs:
https://lnkd.in/gZxzTxRi

https://lnkd.in/ggf4Ripr

https://lnkd.in/gu47tyQf

03/12/2025

Release: 2025-03-11

Project Greenhouse (Larkhall Farms): A groundbreaking venture poised to revolutionize modern agriculture. By integrating cutting-edge advancements in growth medium technology, nutrient delivery systems, and accelerated growth processes, we are redefining and improving the future of farming. Our vertically integrated approach not only maximizes efficiency, but also ensures sustainability and resilience in food production.​

Unlike typical tech startups, Project Greenhouse is deeply rooted in B.C. agricultural expertise, but also by studying the techniques used in Japan. While we innovate with new tech and open-source technologies, our core identity remains that of a farming organization, fully attuned to the industry's operational dynamics and markets.​ Scalability is our number one priority.

We invite visionary investors to join us in scaling this transformative initiative. Your support will enable us to expand our operations, bringing fresh, locally grown produce to communities and setting new standards in the agricultural sector. Together, let's cultivate a sustainable future and reap the abundant rewards of this fertile opportunity.

If you are interested and would like more information, contact us for details.

Project Greenhouse Update:Project Greenhouse is making excellent progress! Our test plant has been growing steadily, wit...
03/11/2025

Project Greenhouse Update:

Project Greenhouse is making excellent progress! Our test plant has been growing steadily, with only two minor setbacks related to water pump functionality. The first two trials were discontinued due to a complete system failure—one caused by a water pump failure and the other due to a misconfiguration in the stand.
Despite these challenges, our latest trial has been highly successful. Additionally, our newly implemented software and hardware monitoring and control systems are performing flawlessly.
With these advancements, we are now on track for large-scale testing in a full-size greenhouse, set to launch this summer. Exciting developments are ahead, so stay tuned for more updates!

07/19/2023

We are going to be doing some big updates company wide starting with our phone system. It will now be a lot easier to contact us now that we have a unified VoIP system. We will also be revamping our site and contact info company wide as well as streamlining social media. More updates to come! -Shayne

05/20/2023

Project Greenhouse is progressing nicely!
T+ 24 Days: The test plant has been growing nicely and we have only had 2 minor failures involving water pumps. The first two trials were ended due to a complete system malfunction. The first one was the loss of the water pump and the second was due to a misconfiguration in the stand. On top of the great success we have been having with this test, our new software and hardware monitoring and control systems are working perfectly! Stay tuned for more updates coming really soon!

Refreshed look! Updated our logo and new masthead.
05/17/2023

Refreshed look! Updated our logo and new masthead.

A photo from our latest hydroponics project. Progress!
05/04/2023

A photo from our latest hydroponics project. Progress!

02/27/2023

Red Letter day! our test stand is fully operational and data collection can begin!

02/21/2023

Better living through technology. We have a big project currently in development that's going to have some huge implications! Keep watching for more updates!

01/12/2023

This year is going to be a big one! We are currently working on two major projects that have the potential to completely change city management and food production. Stay tuned! -Shayne

Address

Victoria, BC

Opening Hours

Monday 9am - 5pm
Tuesday 9am - 5pm
Wednesday 9am - 5pm
Thursday 9am - 5pm
Friday 9am - 5pm
Saturday 12pm - 5pm

Telephone

+17785572300

Website

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