1. Frontier Milestone Capability Weighting
Avg: 68/100
Weight real frontier demonstrations discussed in community debate to measure demonstrated generality vs narrow optimization.
Jacobian 3D Conjecture
Math RL
Solving 3D counterexample via deep reasoning chains and reinforcement search.
Novel Syntax & CAD Genesis
Cross-domain
Programming in novel toy languages (M&M candies, Brainfuck) or zero-shot CAD files.
Multi-Agent Self-Bootstrap
Agentic
Agents diagnosing requirements, spawning sub-agents, and delegating tool workflows.
Economic Task Replacement
Labor
Performing cognitive labor across 80%+ of remote commercial software & text workflows.
2. Core Philosophical & Architectural Debates
Test competing community arguments regarding emergent intelligence versus advanced lookup.
Goalpost: Mechanism vs Emergence
Emergent World Model: The model internalizes domain physics and mathematical logic to synthesize solutions outside verbatim training distributions.
Searle's Chinese Room vs CoT Chains
Recursive CoT: Intermediate scratchpad tokens enable self-correction and dynamic backtracking, resembling biological executive function.
Primary Bottleneck Diagnostic
Corpus Limit: Humanity has published ~10^14 tokens. Without synthetic self-play or real-world physical experimentation, token-scaling returns flatten.
Consensus Profile
67% Ready
Synthesized readiness across the 4 foundational dimensions of AGI.
Domain Generality
71%
Autonomous Reflection & Self-Correction
58%
Economic Labor Replacement
75%
Novel Out-of-Distribution Synthesis
64%
Threshold: Specialized Multi-Domain Frontier
System displays super-human mathematical synthesis and rapid code generation, but remains bounded by human prompt envelopes and verified corpus constraints.