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QERRA-v2 Classical : Deterministic Ethical Safety Engine for Robotics
ProposalGrant
Closes August 21st, 2026$0raised
$5,000minimum funding
$10,000funding goal
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31 daysleft to contribute
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Project summary
I'm Marussa, an independent founder and self-taught builder from Greece.
GitHub repo: https://github.com/marunigno-ship-it/QERRA-v2-classical
I decided to create something usuful for the advanced AI safety systems and for Humanoid Robotics as well.
I truly believe that the future could be change for the better, if we decide to focus more on Fairness, Sustainability and Authentic Values alongside Disruption, Scaling and Production.
QERRA-v2 Classical have the goal and the mission to offer a solution to the dangerous gap of probabilistic "BLACK BOXES" and to bridge the gap of unsafe Human-Robot-Interaction
What are this project's goals? How will you achieve them?
The goals are different but every goal has a core similarity : BE ABLE TO OFFER MEANINGFUL CONTRIBUTION TO HUMANITY.
This project is open-source which means that robotics students etc.. can use it as study-case or robotics and AI communities can find valuable contribution on Safety.
I want to move this project from the functional prototype stage to a robust and safe industry and enterprise -ready tool.
QERRA-v2 Classical offer a HYBRID SOLUTION :
The Neural Part that uses a lightweight neural sentense -transformers mini ML for the analysis of the semantic similarity against the SEMEV-12 ethical vectors and
The Deterministic Part which a certain input is introduced the decision is handled by a 100% deterministic and rule-based logic.
This hybrid desighn insure that the Robot detects and physicaly blocks the harmful action with safety and explainability.
As a solo contributor/founder without institutional backened, team or resources i am facing too many bottlenecks every single day. Finding a robotic engineer as business partner and achieve a discent fellowship funding would be a great start.
How will this funding be used?
For this project to be able to continue its growth i need to escape the survival barriers.
Iwill need a stable home to live and rent , a discent internet connection and mostly ,a healthy environment for my work. I have no college degrees and i currently work under notable enviromental constraints and hardships.
I will try to pay for some subscriptions as well... Right now the FastAPI is on a free H.F. Spaces tier which creates less credibility and some technical frictions as well.
Who is on your team? What's your track record on similar projects?
I have no team yet. I'm working Solo. The QERRA-v2 Classical is an earlier extension of a previous project/repo called : QERRA-v2
What are the most likely causes and outcomes if this project fails?
Lack of a great business partner/Team , not finding the right capital/grants , Industry sceptisism and mainstream focus. This is not a short-term profitable project. The impact is long-term and it's a difficult endeauvor so i'd rather not to be focused on failing. I can accept Failure but only after a long painful path proven that the project cannot provide value and solve the safety problem and gap.