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ChatGPT is like having ‘millions’ of investment associates: Bridgewater

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  • ChatGPT was able to pass the test Bridgewater gives to its investment associates, the firm’s co-CIO said.
  • The bot was in the 80th percentile of performance, around the same level as a first-year associate at the hedge fund.
  • ChatGPT is the equivalent of having “millions” of investment associates working at once, Greg Jensen said.

The co-CIO of Bridgewater Associates seems pretty impressed with the investment acumen of OpenAI’s ChatGPT artificial intelligence tool.

Greg Jensen, co-CIO of the world’s biggest hedge fund, told Bloomberg that ChatGPT was able to pass its investment associate test, and that the power of the buzzy AI chatbot is like having “millions” of junior staffers working all at once.

Speaking on the Odd Lots podcast, Jensen – who’s flagged AI as a major interest for Bridgewater well before ChatGPT’s viral craze – said the hedge fund was now experimenting with machine learning AI in its trading strategies.

Bots like ChatGPT have already performed well on Bridgewater’s internal tests for investments associates, Jensen said. ChatGPT 3.5, the most well-known version of the AI large language model, scored at the level of a first-year associate at the firm, landing in the 80th percentile of all test takers.

Though the chatbot isn’t perfect, its strong performance reflects a significant amount of brainpower, Jensen said, who equated ChatGPT’s abilities to having an army of investment associates.

“Because all of sudden if you have an 80th percentile investment associate, technologically, you have millions of them at once. And if you have the ability to control their hallucinations and their errors by having a rigorous statistical backdrop, you could do a tremendous amount at a rapid rate. And that’s really what we’re doing in our lab and proving out that process can work,” he said.

Major issues largely revolve around ChatGPT’s tendency to give inaccurate information, Jensen said, calling some of the bots’ answers outright “hallucinations.”

He suggested the AI bot was unlikely to fully replace human employees anytime soon, though Bridgewater is working on a fund primarily run by “machine learning techniques,” Jensen said, adding that the firm was trying to pair ChatGPT with other statistical and AI models to improve its predictive capabilities.

“You still need – for as far foreseeable future – you’re going to want people around that, working on those things,” Jensen said, noting there was a greater need for “flexible generalists” who were able to utilize “whatever tools are necessary” to meet a goal.

Wall Street has been eyeing ChatGPT’s role as a potential investment advisor, though most experts agree more work needs to be done on the language model before it dispenses truly reliable investment advice. At the moment, the bot can only generate “first-level” responses and is incapable of applying knowledge to specific situations, according to Morningstar Investment Management’s CIO.

 

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Economy

Energy stocks help lift S&P/TSX composite, U.S. stock markets also up

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TORONTO – Canada’s main stock index was higher in late-morning trading, helped by strength in energy stocks, while U.S. stock markets also moved up.

The S&P/TSX composite index was up 34.91 points at 23,736.98.

In New York, the Dow Jones industrial average was up 178.05 points at 41,800.13. The S&P 500 index was up 28.38 points at 5,661.47, while the Nasdaq composite was up 133.17 points at 17,725.30.

The Canadian dollar traded for 73.56 cents US compared with 73.57 cents US on Monday.

The November crude oil contract was up 68 cents at US$69.70 per barrel and the October natural gas contract was up three cents at US$2.40 per mmBTU.

The December gold contract was down US$7.80 at US$2,601.10 an ounce and the December copper contract was up a penny at US$4.28 a pound.

This report by The Canadian Press was first published Sept. 17, 2024.

Companies in this story: (TSX:GSPTSE, TSX:CADUSD)

The Canadian Press. All rights reserved.

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Economy

S&P/TSX gains almost 100 points, U.S. markets also higher ahead of rate decision

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TORONTO – Strength in the base metal and technology sectors helped Canada’s main stock index gain almost 100 points on Friday, while U.S. stock markets climbed to their best week of the year.

“It’s been almost a complete opposite or retracement of what we saw last week,” said Philip Petursson, chief investment strategist at IG Wealth Management.

In New York, the Dow Jones industrial average was up 297.01 points at 41,393.78. The S&P 500 index was up 30.26 points at 5,626.02, while the Nasdaq composite was up 114.30 points at 17,683.98.

The S&P/TSX composite index closed up 93.51 points at 23,568.65.

While last week saw a “healthy” pullback on weaker economic data, this week investors appeared to be buying the dip and hoping the central bank “comes to the rescue,” said Petursson.

Next week, the U.S. Federal Reserve is widely expected to cut its key interest rate for the first time in several years after it significantly hiked it to fight inflation.

But the magnitude of that first cut has been the subject of debate, and the market appears split on whether the cut will be a quarter of a percentage point or a larger half-point reduction.

Petursson thinks it’s clear the smaller cut is coming. Economic data recently hasn’t been great, but it hasn’t been that bad either, he said — and inflation may have come down significantly, but it’s not defeated just yet.

“I think they’re going to be very steady,” he said, with one small cut at each of their three decisions scheduled for the rest of 2024, and more into 2025.

“I don’t think there’s a sense of urgency on the part of the Fed that they have to do something immediately.

A larger cut could also send the wrong message to the markets, added Petursson: that the Fed made a mistake in waiting this long to cut, or that it’s seeing concerning signs in the economy.

It would also be “counter to what they’ve signaled,” he said.

More important than the cut — other than the new tone it sets — will be what Fed chair Jerome Powell has to say, according to Petursson.

“That’s going to be more important than the size of the cut itself,” he said.

In Canada, where the central bank has already cut three times, Petursson expects two more before the year is through.

“Here, the labour situation is worse than what we see in the United States,” he said.

The Canadian dollar traded for 73.61 cents US compared with 73.58 cents US on Thursday.

The October crude oil contract was down 32 cents at US$68.65 per barrel and the October natural gas contract was down five cents at US$2.31 per mmBTU.

The December gold contract was up US$30.10 at US$2,610.70 an ounce and the December copper contract was up four cents US$4.24 a pound.

— With files from The Associated Press

This report by The Canadian Press was first published Sept. 13, 2024.

Companies in this story: (TSX:GSPTSE, TSX:CADUSD)

The Canadian Press. All rights reserved.

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Economy

S&P/TSX composite down more than 200 points, U.S. stock markets also fall

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TORONTO – Canada’s main stock index was down more than 200 points in late-morning trading, weighed down by losses in the technology, base metal and energy sectors, while U.S. stock markets also fell.

The S&P/TSX composite index was down 239.24 points at 22,749.04.

In New York, the Dow Jones industrial average was down 312.36 points at 40,443.39. The S&P 500 index was down 80.94 points at 5,422.47, while the Nasdaq composite was down 380.17 points at 16,747.49.

The Canadian dollar traded for 73.80 cents US compared with 74.00 cents US on Thursday.

The October crude oil contract was down US$1.07 at US$68.08 per barrel and the October natural gas contract was up less than a penny at US$2.26 per mmBTU.

The December gold contract was down US$2.10 at US$2,541.00 an ounce and the December copper contract was down four cents at US$4.10 a pound.

This report by The Canadian Press was first published Sept. 6, 2024.

Companies in this story: (TSX:GSPTSE, TSX:CADUSD)

The Canadian Press. All rights reserved.

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