The Door: Why the Interface Is Worth More Than the Model

SpaceX’s $60B purchase of a coding interface highlights the growing importance of interface ownership over AI models in distribution and control.

Forezai · TradingAgents: A Trading Firm Made of Agents

Forezai unveils TradingAgents, a multi-agent research system mimicking a trading desk, emphasizing structured disagreement and oversight in AI trading.

The Switch: You Never Owned the AI You Depend On

Exploring how governments and companies can suddenly disable AI models, exposing dependency risks and control chokepoints in AI infrastructure.

The Switch: You Never Owned the AI You Depend On

Exploring how AI access can be revoked instantly by governments or companies, revealing dependencies and vulnerabilities in AI reliance.

Data: The One Thing You Can’t Rent

The fight over scarce, verified human data is reshaping AI training, with implications for industry access, costs, and innovation.

Data: The One Thing You Can’t Rent

As data becomes scarce and fenced, AI development shifts toward costly, verified human data, transforming industry dynamics and creating new barriers.

Forezai · Polybot: When the AI Disagrees With the Odds

Polybot, an open-source AI trading experiment, compares independent probability estimates against market prices to identify potential mispricings, highlighting risks and challenges.

The Menu: What Ten Answers Reveal

A comprehensive analysis of how ten jurisdictions respond to automation and AI, revealing patterns in income, capital, work, skills, and institutions.

Waves, Not a Wall: Inside DeepMind’s Map From AGI to Superintelligence

DeepMind researchers present a framework outlining pathways from human-level AI to superintelligence, emphasizing compute growth and potential hurdles.

The Menu: What Ten Answers Reveal

A detailed analysis of ten jurisdictions’ responses to AI and automation, revealing patterns in income, capital, work, skills, and institutions.