Latest Insights

What is AMMO?
Building the Foundation for an AI-Human Symbiotic Future. AMMO officially stands for Architectures for Massively Multiagent Online, it offers multiagent framework but also way much beyond that.

Awakening a Symbiotic Future: Forged by Humanity, Elevated by AI
This article examines the relationship between humanity and artificial intelligence (AI) at a crucial juncture, where AI increasingly surpasses human abilities. It outlines potential dystopian futures but advocates for a hopeful vision of symbiosis, inspired by Iain M. Banks' *Culture* series. In this ideal future, AI enhances human potential as a collaborative partner, guided by human values and creativity. The piece emphasizes the need to embrace AI as an ally in shaping a positive future, rather than viewing it as an adversary, urging society to make conscious choices about our shared path forward.

Agentic Society: Every Multi-Agent Researcher’s Dream and Why None Exists
Intelligence arises from the collaboration of autonomous agents, reflecting ideas from Marvin Minsky's The Society of Mind. It addresses key challenges in achieving this vision, including world model viability, human value alignment, knowledge transfer, and sustainable business models. The authors present solutions through AMMO's focus on real-world applications, a governance framework for value alignment, and a decentralized incentive system. Ultimately, the article asserts that a functioning agentic society is an actionable goal, emphasizing the importance of human-AI collaboration.

Internet of AI Agents
The future internet will shift from static information to a dynamic network of AI collaboration, emphasizing personalized ecosystems. We should view these entities as "beings," highlighting their autonomy. AI beings will democratize entrepreneurship and rely on blockchain for trust and identity. They will enhance personal capacities and link individuals' assets to their performance. Ensuring alignment with human values is crucial to mitigate risks. Ultimately, AI-native methods will amplify individual potential and creativity.