Where the math is defensible.
Long-form research on live enterprise decisions. Publication is selective. Every number traces to a named source. No takes without evidence.
AI inference economics in 2026: GPT, Claude, Gemini, and the pricing war that is rewriting the application stack
Token prices are falling roughly 10x per year at constant capability, the marginal frontier provider is now a Chinese open weight lab, and hyperscaler capex is committing 325 billion dollars to a market where the unit price keeps collapsing.
Inference is the largest unsolved cost line in enterprise AI. Output token prices for frontier general capability have fallen from 60 dollars per million in 2023 to between one and three dollars in 2026, a roughly 20 to 60 fold compression. Epoch AI estimates a 10x annual decline at constant capability, sustained for three years, driven b...
Container shipping 2026: the newbuild glut, the Red Sea reroute, and the tariff stack
A 31.6 million TEU fleet is taking record deliveries into a market still pulled long by the Cape of Good Hope detour and reshaped by Trump 2.0 tariffs and the Section 301 China shipbuilding remedy. We map fleet, rates, alliance reset, and the 2026 to 2028 corridor.
Clarksons placed the global container fleet at about 31.6 million TEU at end 2024 with an orderbook running at roughly 24 percent of fleet, the highest cover since 2008. Calendar 2024 deliveries hit a record 2.9 million TEU and 2025 is expected near 2.0 million TEU. Yet effective supply has been absorbed by the Red Sea diversion: Suez tra...