The policy menu. There’s no single answer. There’s a menu — and choosing is a values choice in disguise.
An analysis of the diverse policy options addressing AI-driven economic changes, emphasizing values over technical solutions and highlighting ongoing uncertainties.
The stake. Why the answer to automation is broad-based ownership, not a bigger transfer.
Thorsten Meyer argues that expanding capital ownership, not redistribution, is the market-friendly solution to AI-driven value shifts from labor to capital.
The referral. How AI search severs the content-for-traffic contract that funded the open web.
AI search now answers queries directly, ending the traditional referral traffic model that funded publishers, with significant implications for digital media.
The clause. How a contractual definition of AGI met the capital built on top of it.
An analysis of how a contractual definition of AGI in the Microsoft–OpenAI agreement was ultimately replaced by a verification process amid capital pressures.
Thorsten Meyer reports on Jack Clark’s recent essay revealing a bivalent forecast for AI development, with 60% probability by 2028 and 40% indicating fundamental paradigm limits.
Engineering Is Automated. Research Is the Residual.
Recent developments show AI has automated much of engineering work, leaving research as the remaining challenge. This shift could reshape AI development timelines.
The Post-Labor Transition Atlas offers an empirical framework analyzing AI-driven labor shifts, policy responses, and structural alternatives as of 2026.