Challenges and Risks

The road to AGI is paved with significant hurdles. Ignoring these challenges leads to hype and potential disaster.

Technical Barriers

1. The Combinatorial Explosion: Symbolic search can grow exponentially. Finding the "right" reasoning path among trillions of possibilities without getting lost is a major open problem.
2. The Grounding Problem: Ensuring that a symbol like Water actually "means" something to the agent in terms of its physical properties and sensory experience.
3. Decentralized Reasoning: Coordinating thousands of reasoning engines across a distributed network without massive communication bottlenecks.

Safety and Alignment Risks

graph TD
    Risk[AGI Risks]
    Risk --> Alignment[Alignment: Goals don't match values]
    Risk --> Capability[Capability: System becomes out of control]
    Risk --> Misuse[Misuse: Human exploitation of AGI]
    
    Alignment --> Sol1[Formal Logic Verification]
    Capability --> Sol2[Sandboxed Environments]
    Misuse --> Sol3[Open Source / Transparency]

Socio-Economic Risks

• Job Market Shock: The rapid automation of "general" labor could outpace societal adaptation.
• Concentration of Power: If AGI is controlled by a single corporation or state, it could lead to unprecedented global inequality.

Our Approach to Risk

We believe that Transparency is the best safety mechanism. By building AGI on open-source frameworks like Hyperon and MeTTa, we allow the global scientific community to audit the "thoughts" and "logics" of the agents we create.

Next: Evaluation Metrics