Airwallex announced a $320 million Series H round that lifted its valuation to $11 billion—a 38% increase in six months—while unveiling AI‑native finance platform T:0 and the Airi wallet, and reporting $13 billion in annual revenue and rapid global expansion.
Anthropic’s CFO Krishna Rao explains how AI firms treat compute as a lifeblood, why mismatched capacity can cause bankruptcy or loss of market position, and how the company uses the “cone of uncertainty”, scenario‑based planning, cross‑chip scheduling, and massive forward contracts to balance cost and performance.
TradingAgents introduces a multi‑agent LLM framework that transforms AI from a single‑point price predictor into a collaborative trading team, offering roles such as analyst, researcher, trader, and risk manager, with open‑source code, Docker deployment, and over 59,000 GitHub stars.
This talk presents a deep‑learning framework that formulates financial index‑fund construction as a sparse portfolio optimization problem, solves the mixed‑integer programming via a two‑stage graph‑neural‑network pipeline, and demonstrates superior tracking performance and scalability on large‑scale index datasets.
