Artificial quality helped signifier 1 of the world's astir influential hedge funds agelong earlier today's AI boom.
Early usage of algorithms allowed analyzable accusation to beryllium processed "far much quickly," forming the instauration of Bridgewater Associates' concern approach, according to laminitis Ray Dalio.
In a caller station connected X, Dalio shared however those computer-based systems gradually became cardinal to however the steadfast evaluated information and made decisions.
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Dalio said that helium began moving with aboriginal forms of AI 35-40 years agone aft translating his decision-making principles into equations. Over time, feeding those rules into an "expert system" allowed machines to analyse ample volumes of information efficiently portion inactive applying his decision-making principles.
"I could person inspiration and logic and truthful on. It was a large partnership," Dalio said. He said the attack to concern decision-making "is what made Bridgewater successful."
In the aforesaid X post, Dalio said that the aboriginal systems were designed to reflector however helium evaluated markets, risks, and probabilities. In Dalio's view, aligning the algorithms with his reasoning allowed the exertion to grip immense amounts of data, portion helium focused connected judgement and strategy.
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In Dalio's view, that attack aboriginal evolved into a broader model astatine Bridgewater, wherever concern decisions were guided by intelligibly defined principles alternatively than intuition alone. He said that the operation helped bounds affectional bias and enabled repeatable processes arsenic the steadfast scaled.
Over time, those principles were formalized into tools others could use. Dalio said that helium further computerized his reasoning by gathering a integer "coach," allowing colleagues to inquire questions and person guidance rooted successful his determination rules. The goal, according to Dalio, was consistency, speed, and clarity crossed the organization.
Dalio said successful the aforesaid station that aboriginal AI systems were acold much constricted than today's tools, but successful his view, they laid the groundwork for what followed. He said caller advances successful ample connection models person made the process "much much seamless and useful" than earlier versions.

4 days ago
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