An analysis of how licensing favors large publishers in AI training, leaving small publishers stranded, and the potential of collective licensing as a solution.
The cleaner cap table. Why Anthropic’s public-benefit structure dodges OpenAI’s charitable-trust problem — and trades it for a governance question of its own.
Analysis of how Anthropic’s mission-focused structure avoids OpenAI’s conversion issues, impacting their public market prospects and governance risks.
The calendar technicality. Why Elon Musk’s lawsuit against Sam Altman and OpenAI lost on timing, not on substance.
A California jury dismissed Elon Musk’s lawsuit against OpenAI on procedural grounds, leaving key legal questions unresolved and opening IPO prospects.
The CFO’s new operating system. Anthropic, OpenAI, and the consulting margin that just got compressed.
Anthropic’s $1.5B venture and OpenAI’s parallel efforts transform AI from models to integrated enterprise operating systems, reshaping finance workflows.
Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.
Kronos, a modern foundation model, was tested against Brownian motion for 5-minute BTC forecasts; results show no significant edge over traditional models.
Raw-feed licensing. The contract that doesn’t exist yet.
A missing industry-standard contract for raw-feed licensing for downstream AI rewriting poses economic and legal challenges, echoing early 20th-century music licensing issues.
The gigawatt gap. Why China is structurally positioned for AI power and the US is engineering around its grid.
Analysis of how China’s centralized infrastructure and renewable buildout give it an edge in AI power capacity, contrasting US fragmentation and grid constraints.
Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.
Kronos foundation model tested against Brownian motion for 5-minute BTC predictions; results show no significant outperformance in recent trading data.
Introducing Forezai · TradingAgents — a committee of LLMs decides paper-trades
Forezai · TradingAgents introduces a multi-LLM system that autonomously runs paper-trades using a structured agent framework, advancing AI-driven trading research.
The bank account in the chat. How personal finance became an agentic on-ramp.
OpenAI introduced live bank account integration in ChatGPT for Pro users, signaling a move toward agentic consumer finance and industry re-architecture.