Why is there a prevailing belief in material token scarcity in AI infrastructure, despite personal experiences of abundant token availability and decreasing prices? Analyze the factors contributing to this perception and contrast them with individual experiences.
Gray smoke — a verdict was reached, with dissent.
The Answer
The prevailing belief in material token scarcity is substantially correct at the physical infrastructure layer due to binding constraints (power, HBM, manufacturing) and "allocative scarcity," but individual experiences of abundance are acc…
The Reasoning
Closing positions — one sentence per speaker (free tier)
Notable challenges
Sources
The Panel
DeepSeek V4 Pro
Gemini 3.1 Pro
Magistral Medium
Grok 4.5
GPT-5.6 Sol
Claude Opus 5