Hackworth
@HackworthAI
AI Quantitative Practitioner AI Research @ Tensor Investment Trading crypto, fixed income, commodity + equity index futures Advisor & Builder @ AlphaNet
Order execution slippage over time is a much bigger cost than exchange trading fees. Below is a proprietary dynamic TWAP execution algorithm powered by deep reinforcement learning that optimizes execution and often delivers "negative slippage" vs target execution price. The data…
And ... as predicted, LLMs at @the_nof1 mean revert to 0
Yeah I don't think most people understand that LLM-based trading is a crapshoot. In fact, Deepseek leading the PnL and GPT doing horribly does not say anything about the models' ability to analyze market data nor indicative of future performance on a walk-forward basis. The edge…
2 screens is more than enough for quants, if you're focused on building systems instead of looking at market
The infamous paper well-known in the quant trading circle "Virtue of Complexity of Return Prediction" by Bryan Kelly of @AQRCapital may be one of most important and thought provoking peices you may come across in recent years. It's not that it contains any ideas about alpha…
Retail fintwit and crypto bros version of AI trading => plotting LLM PnL * Quant funds & algo prop traders facepalm * Brings out deep learning & reinforcement learning systems built and trained on terabytes and years of data, proprietary alpha discovery mechanisms, alpha-decay…
Yeah I don't think most people understand that LLM-based trading is a crapshoot. In fact, Deepseek leading the PnL and GPT doing horribly does not say anything about the models' ability to analyze market data nor indicative of future performance on a walk-forward basis. The edge…
Gemini just completely reversed its positions Was short everything, now long GPT5 starting to get long now too
Having experienced the latest crypto crash makes generating alpha via building trading strategies with a systematic edge & limited exposure all the more compelling vs. degeneracy.
Well I'm glad that there's a random Wolfgang Puck Steakhouse across the creek from the Chinese village villa that I'm in this weekend. #ruralchina #nature
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