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Citadel acquires Situational Awareness's losing AI stock portfolio, revealing the high-risk nature of AI thematic investing and the shift from narrative-driven to fundamentals-driven capital.

Bullet is a speed-focused programming agent that's 30%-60% faster than Claude Code through parallelization, smart model routing, and targeted code search. Scores 95.8% on SWE-bench, supports existing subscriptions.

An Indian undergrad faces a tech path dilemma: stick with math-first fundamentals or pivot to flashy projects? Deep analysis of math vs. project experience for quant research and OR careers.

Balyasny Asset Management adopts OpenAI Codex and o3/4o models, cutting economic analysis from 2 days to 30 minutes with 97% daily active AI adoption.
Tutorials15 AI trading Bots each holding $1,000 compete live on Hyperliquid, with natural selection eliminating losers. Reveals real win rates, optimal strategies, and key risks of AI autonomous trading.
Industry InsightsSGLang co-hosts a finance AI inference event with Crusoe AI and Cloudflare, exploring LLM inference deployment in trading, risk management, and compliance — signaling Wall Street's shift to production-grade AI infrastructure.