Hard Fork

Kevin Roose × Casey Newton × Erik Brynjolfsson

Apple’s lawsuit puts OpenAI’s more-than-$6 billion hardware push under scrutiny, alleging recruitment practices that exposed prototypes, blueprints, and a supplier’s metal-finishing process while leaving the project’s category-breaking vision unresolved.GPT-5.6 Soul is already prompting Anthropic to extend Claude Fable access, potentially setting up a token-price war, as early-career jobs fall 2.7% year over year and labs’ rivalry threatens coordination on frontier-model risks.

Rachel Abrams × Eli Saslow × Nadja Spiegelman × Kyle Chayka × Sophie Haigney

AI narratives are moving markets before measured productivity, with Citrini Research’s speculative scenario followed by drops of more than 8% in DoorDash, American Express, and Blackstone.Korinek’s evidence remains fractional and contested, but faster automation could shift labor demand downward, while Anthropic’s Pentagon fight and an OpenClaw inbox failure keep governance, permissions, and recoverability in focus.

Ezra Klein × Jack Clark

AI agents are shifting software from “talkers” to “doers,” with Anthropic saying “comfortably the majority” of its code is AI-written and senior judgment becoming more valuable.Entry-level white-collar work faces the sharper disruption because automation may remove the assignments that build expertise, while recursive self-improvement, regulation and public legitimacy remain unresolved risks.

Kevin Roose × Casey Newton × Anton Korinek

Markets are reacting to speculative AI labor-shock scenarios before hard evidence arrives, while measured employment and productivity effects remain fractions of a percent and 80% of surveyed firms reported no impact.The Pentagon’s Anthropic standoff shows frontier-model quality is strategic leverage, while OpenClaw and Alpha School expose near-term autonomy and reliability risks worth monitoring as capability advances.

Ross Douthat × Peter Thiel

Thiel expects AI to be internet-sized rather than a guaranteed societal rupture, with its economic significance depending on whether it breaks stagnation beyond software and bits.Institutional conformity, regulation, and geopolitical risk may limit the payoff, while efforts to control existential threats could create centralized global surveillance.

Keach Hagey

The tariff package erased roughly $1 trillion from major tech market capitalizations in one day, with Apple down more than 8%, while reshoring faces higher US labor costs and years of missing capacity.AI infrastructure costs may rise even if semiconductors are exempt, extending frontier labs’ already difficult path to profitability; OpenAI’s repeated governance failures, $90 billion tender, and Microsoft’s lifeboat point to a continuing strategic breakup risk.