Diminishing returns:
Hukki's 1962 conjecture is that the energy consumption of grinding an ore (to extract its target metal) increases as the particle size diminishes.
We used the richest and easiest ores first. The particles left are much smaller.
And today in the world of digital comminution…
“ChatGPT-3 cost $50 million, ChatGPT-4 cost $500 million and ChatGPT-5, costing $5 billion, was delayed and when released wasn’t noticeably better than the last version.”
…Yesterday, I learned via Nate Hagens of the inverted Exter pyramid, a conceptualisation of how when financial crises coalesce, capital flows down diminishing tiers of commodities in search of greater security.