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Exploring the BGI25 Hackathon: A Journey into Web3 ASI and Agentic Modular Designs

Oct 20

4 min read

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"This blog post was created in collaboration with Kleo Wix, my AI Writing Partner, who helped shape and refine these thoughts on the BGI25 Hackathon."

At the recent BGI25 Hackathon, our diverse team came together to dive deep into the ever-evolving landscape of Web3 and Advanced AI Development. This event was not just a coding marathon but a rich learning experience that opened our eyes to how decentralized technologies and intelligent systems could reframe our interactions with various domains, including government ethics and AI alignment.


Join the Beneficial AGI Summit 2025 from October 14-25, where developers and designers will explore innovative tech through a hackathon with four tracks: AGI + Cultural Memory, Explainable AI for Civic Decision-Making, Decentralized News & Media Integrity, and Protecting People from AI Harm. Participants can win prizes, including $5,000 in ASI:Cloud compute credits and cash awards for first and second place across each track.
Join the Beneficial AGI Summit 2025 from October 14-25, where developers and designers will explore innovative tech through a hackathon with four tracks: AGI + Cultural Memory, Explainable AI for Civic Decision-Making, Decentralized News & Media Integrity, and Protecting People from AI Harm. Participants can win prizes, including $5,000 in ASI:Cloud compute credits and cash awards for first and second place across each track.

The Exciting World of Web3 and ASI


As we stepped into the hackathon, the focus was clear: to explore the new paradigm of Web3 and its implications for Advanced AI Development. The shift from centralized to decentralized systems brings with it a sea of opportunities and challenges. What makes this shift particularly exciting is the notion of Agentic Modular Designs.


Agentic Modular Designs represent a groundbreaking approach that allows for modularity and flexibility in AI systems. This concept is crucial for machine learning researchers as it can result in systems that are not just reactive but can also take initiative and demonstrate agency.


For someone who has been immersed in the SingularityNET ecosystem for over a year and a half, I felt a sense of thrill. The learning curve was steep, yet it was exhilarating to witness the convergence of ideas among team members. Even though I am not a developer by trade, my experience provided me with insight into how we can harness these technologies for the greater good.


Understanding Agentic Modular Designs


What exactly do we mean by Agentic Modular Designs? In essence, the idea revolves around the ability of AI agents to operate independently by leveraging various components in a modular fashion. Traditional AI systems often suffer from rigidity; once they are built, the capacity to adapt or evolve is limited. However, with the modular approach, AI systems can be tailored and enhanced as new challenges arise.


During the hackathon, our ML researchers took the lead in experimenting with these designs. They engaged with tools like OpenCog Hyperon, Atomspace and the MeTTa DSL Language, which are parts of the Neurosymbolic Reasoning Global "Brain" for developing modular AI systems. It was fascinating to see how these tools facilitated quicker iterations and allowed for more dynamic learning and adaptation without requiring an overhaul of existing systems.


Illustration of OpenCog Hyperon Framework in action
Illustration of OpenCog Hyperon framework highlighting its modular capabilities for AI development.

Learning from Each Other's Expertise


Despite my lack of technical expertise, I found myself at the intersection of ideas during the BGI25 Hackathon. The conversations about machine learning algorithms and their practical implementations were incredibly enlightening.


Initially, I felt at a disadvantage not being a developer. However, as our ML researchers shared their experiences with OpenCog and the MeTTa DSL, I gained a clearer understanding of the language and concepts necessary to engage in meaningful discussions. It underscored the importance of collaboration and how diverse teams can drive innovation.


For example, we had intense brainstorming sessions where researchers would explain complex concepts using analogies that non-technical participants could grasp. This 'translation' process not only facilitated mutual understanding but also sparked creativity, resulting in unique solutions that would not have emerged in isolated silos.


The Game-Changing Potential of Global Projects


One of the most exhilarating aspects of working at the BGI25 Hackathon was focusing on projects with real-world implications. Our team tackled ethical alignment in AI through a human-in-the-loop approach. By integrating human feedback into the decision-making processes of AI, we aimed to create systems that are not just efficient but also ethical and relatable to human values.


This process opens up avenues for government policy, enabling policymakers to craft regulations that reflect societal norms and ethics. The potential for decentralized AI development to aid in crafting these policies is substantial. Imagine AI systems that can help identify biases in existing regulations, ensuring that new policies are inclusive and just.


High angle view of a brainstorming session on ethical AI
High angle view of a brainstorming session focused on ethical AI development and regulation.

Embracing the Agentic Era


As we reflect on our experience at the BGI25 Hackathon, it is clear that we have entered an Agentic Era—an age where autonomous systems can truly think and act on their own. But with this tremendous power comes responsibility. It is crucial for teams like ours to remain grounded in ethics, ensuring that the technologies we develop prioritize human welfare.


The hackathon was not just about coding but about understanding the implications of our work. We believed that ethical AI development should be inextricably linked with technological advancement. By embedding ethical considerations into our designs, we lay the groundwork for systems that will be beneficial for society.


Overall, our journey through the BGI25 Hackathon was transformative. We not only gained technical insights but also fostered a culture of collaboration and shared responsibility. As we move forward, the learnings from this experience will undoubtedly shape our actions in future projects, pushing the boundaries of what is possible in the realm of decentralized AI.


Thank you for joining us on this journey into Web3 ASI and the potential of Agentic Modular Designs. We can't wait to see how these concepts evolve and positively influence various sectors in the coming years.

Oct 20

4 min read

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25

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