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AI Startups Automate Hedge-Fund Workflows
Bridgewater, Citadel and Jain Global alums are turning analyst work into AI software. Plus: the FCA on financial advice and money manager avatars.
20 hrs ago
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Matt Robinson
5
1
The Rise of the House Model
Companies are turning their proprietary data and workflows into their own AI intelligence.
Jul 7
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Matt Robinson
8
2
1
Bridgewater Trains AI to Think Like an Investor
The hedge fund, working with Thinking Machines, says a fine-tuned AI model outperformed leading LLMs on internal investment research tasks.
Jul 2
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Matt Robinson
11
2
2
June 2026
Three Ways Investors Are Using AI Now
Snowflake’s Jonathan Regenstein on how banks, hedge funds and asset managers are putting LLMs to work.
Jun 30
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Matt Robinson
4
1
AI Pushes Trading Into Thinner Markets
Cheaper research → more trades. Plus: runaway AI-agent costs and the race to trade GPU capacity.
Jun 25
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Matt Robinson
9
2
AI Finds What Markets Miss in News: Study
Bryan Kelly, at AQR and Yale, says AI can strip out the boilerplate in financial news and find signals investors are slow to price.
Jun 24
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Matt Robinson
5
1
AI Agents Start Executing Bond Trades on LTX
Plus: Regulators scrutinize banks on AI controls, chief AI officers are in demand, and academia meets Wall Street.
Jun 18
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Matt Robinson
7
3
2
Why AI Agents ‘Age’
Agents forget facts, retain outdated information, and ignore their own notes after only a handful of prompts, according to researchers at the University…
Jun 16
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Matt Robinson
2
Tracking AI Agents Across Finance
The FSB wants firms to track, test and control AI agents, plus Magnetar’s AI-powered fund, the pushback on job-loss fears and AI’s investing wunderkind.
Jun 11
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Matt Robinson
9
1
1
Former Millennium-Backed Traders Start AI Commodities Hedge Fund
Les Finemore is building an AI-driven hedge fund for global commodity markets he says have been slow to adopt new technology.
Jun 10
•
Matt Robinson
11
1
AI Agents Gain Access to Sell-Side Research
I speak with Aiera COO Gavin Skinner about bringing sell-side research into AI workflows without banks losing control of the feed.
Jun 4
•
Matt Robinson
8
1
Why AI Agents Struggle to Use the Web
Anti-bot systems block the model before the research starts.
Jun 2
•
Matt Robinson
3
1
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