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

SpaceX’s $60B acquisition 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 has launched TradingAgents, an open-source, multi-agent research system mimicking a trading desk’s structured debate for market decision-making.

The Switch: You Never Owned the AI You Depend On

Recent events reveal how governments and companies can instantly revoke access to AI models, exposing dependency risks for users and developers.

Forezai · Polybot: When the AI Disagrees With the Odds

Polybot, an open-source AI trading experiment, tests when and how an AI can diverge from prediction market prices, highlighting challenges in beating markets.

Data: The One Thing You Can’t Rent

In 2026, data scarcity has become the key barrier in AI development, with access increasingly restricted and fenced, favoring large incumbents over startups.

The Switch: You Never Owned the AI You Depend On

Recent events reveal that AI reliance is vulnerable to instant shutdowns by governments or companies, exposing dependency without ownership.

Data: The One Thing You Can’t Rent

The AI industry faces a new chokepoint: access to unique, verified human data. This shift impacts innovation, industry power, and future AI capabilities.

Forezai · Polybot: When the AI Disagrees With the Odds

Polybot, an open-source AI trading experiment, compares its probability estimates with market prices to identify potential mispricings, highlighting risks and limitations.

7 Best Wireless Smartwatches for Prime Day Deals in 2026

Discover the best wireless smartwatches on Prime Day 2026, including Apple, Garmin, and budget options, with detailed insights on deals and features.

The Menu: What Ten Answers Reveal

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