AI Capabilities Dashboard

Visualizing the future of AI development across multiple dimensions · by AntDX316

The Power of Scale
Foundation models continue to benefit from increased scale, with performance improvements following predictable patterns

Key Insights:

  • Scale → Distill → Repeat cycle continues to yield improvements
  • Smaller models can approach SOTA through knowledge distillation
  • Mathematical headroom exists for continued growth
  • Emergent capabilities appear at certain scale thresholds