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ChatGPT Can Predict Stock Market Moves? New Study Shows ChatGPT Surprisingly Accurate in Predicting Stock Moves And Could Even Replace Investment Analysts

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A new study conducted by finance professors from the University of Florida shows the potential value of ChatGPT in predicting stock market movements.

In the study, over 50,000 news headlines about companies dating back to October 2021 were fed to the chatbot, which evaluated whether the news was good, bad or irrelevant to the company’s stock prices. Using sentiment analysis, the chatbot generated a “ChatGPT score,” which was then analyzed to determine whether it was predictive of the companies’ stock market performance the following day.

The study found a significant positive correlation between the ChatGPT scores and the next-day stock performance for the analyzed companies. Companies with higher scores tended to have better returns than those with lower scores. ChatGPT outperformed traditional sentiment analysis methods that also used data from headlines and social media to predict stock movements.

The researchers concluded that incorporating advanced language models such as ChatGPT into investment decision-making processes can lead to more accurate predictions and enhance the performance of quantitative trading strategies. The study demonstrated that traditional models did not provide any additional predictive power over ChatGPT-derived sentiment scores. These findings suggest that ChatGPT may hold promise for investors seeking to anticipate future stock market movements.

While the potential use case for ChatGPT and other advanced language models in predicting stock market returns is promising, there are apprehensions in the market regarding the risks it could pose if it does not provide the expected accuracy and assistance. Despite this caution, Bloomberg recently released a new GPT-based language model called BloombergGPT, which is trained on a dataset consisting of English-language financial documents, news, filings, press releases and social media. The company claims that this new model will improve existing natural language processing tasks such as sentiment analysis, news classification, headline generation, question-answering and other query-related tasks.

Bloomberg isn’t the only company innovating. Businesses around the globe are desperate to integrate AI into their existing business models, but supply is scarce. That’s why GenesisAI is building a marketplace made to help any business integrate AI into their existing model, and it’s raising millions from retail investors to make it happen.

Jim Simons of Renaissance Technologies was a pioneer decades ago in using machine learning to create algorithms that allowed computers to make investment decisions using past data with minimal human input. But these firms have not fully transitioned to automated operations using cutting-edge artificial intelligence (AI) methods such as self-learning or reinforcement learning. Instead, they continue to rely on advanced statistics and a “theory-first” approach.

Regardless of any concerns, the use of AI in the financial industry is rapidly growing and could become a real game-changer in the industry.

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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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Economy

S&P/TSX composite up more than 150 points, U.S. stock markets also higher

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TORONTO – Canada’s main stock index was up more than 150 points in late-morning trading, helped by strength in technology, financial and energy stocks, while U.S. stock markets also pushed higher.

The S&P/TSX composite index was up 171.41 points at 23,298.39.

In New York, the Dow Jones industrial average was up 278.37 points at 41,369.79. The S&P 500 index was up 38.17 points at 5,630.35, while the Nasdaq composite was up 177.15 points at 17,733.18.

The Canadian dollar traded for 74.19 cents US compared with 74.23 cents US on Wednesday.

The October crude oil contract was up US$1.75 at US$76.27 per barrel and the October natural gas contract was up less than a penny at US$2.10 per mmBTU.

The December gold contract was up US$18.70 at US$2,556.50 an ounce and the December copper contract was down less than a penny at US$4.22 a pound.

This report by The Canadian Press was first published Aug. 29, 2024.

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

The Canadian Press. All rights reserved.

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Investment

Crypto Market Bloodbath Amid Broader Economic Concerns

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Breaking Business News Canada

The crypto market has recently experienced a significant downturn, mirroring broader risk asset sell-offs. Over the past week, Bitcoin’s price dropped by 24%, reaching $53,000, while Ethereum plummeted nearly a third to $2,340. Major altcoins also suffered, with Cardano down 27.7%, Solana 36.2%, Dogecoin 34.6%, XRP 23.1%, Shiba Inu 30.1%, and BNB 25.7%.

The severe downturn in the crypto market appears to be part of a broader flight to safety, triggered by disappointing economic data. A worse-than-expected unemployment report on Friday marked the beginning of a technical recession, as defined by the Sahm Rule. This rule identifies a recession when the three-month average unemployment rate rises by at least half a percentage point from its lowest point in the past year.

Friday’s figures met this threshold, signaling an abrupt economic downshift. Consequently, investors sought safer assets, leading to declines in major stock indices: the S&P 500 dropped 2%, the Nasdaq 2.5%, and the Dow 1.5%. This trend continued into Monday with further sell-offs overseas.

The crypto market’s rapid decline raises questions about its role as either a speculative asset or a hedge against inflation and recession. Despite hopes that crypto could act as a risk hedge, the recent crash suggests it remains a speculative investment.

Since the downturn, the crypto market has seen its largest three-day sell-off in nearly a year, losing over $500 billion in market value. According to CoinGlass data, this bloodbath wiped out more than $1 billion in leveraged positions within the last 24 hours, including $365 million in Bitcoin and $348 million in Ether.

Khushboo Khullar of Lightning Ventures, speaking to Bloomberg, argued that the crypto sell-off is part of a broader liquidity panic as traders rush to cover margin calls. Khullar views this as a temporary sell-off, presenting a potential buying opportunity.

Josh Gilbert, an eToro market analyst, supports Khullar’s perspective, suggesting that the expected Federal Reserve rate cuts could benefit crypto assets. “Crypto assets have sold off, but many investors will see an opportunity. We see Federal Reserve rate cuts, which are now likely to come sharper than expected, as hugely positive for crypto assets,” Gilbert told Coindesk.

Despite the recent volatility, crypto continues to make strides toward mainstream acceptance. Notably, Morgan Stanley will allow its advisors to offer Bitcoin ETFs starting Wednesday. This follows more than half a year after the introduction of the first Bitcoin ETF. The investment bank will enable over 15,000 of its financial advisors to sell BlackRock’s IBIT and Fidelity’s FBTC. This move is seen as a significant step toward the “mainstreamization” of crypto, given the lengthy regulatory and company processes in major investment banks.

The recent crypto market downturn highlights its volatility and the broader economic concerns affecting all risk assets. While some analysts see the current situation as a temporary sell-off and a buying opportunity, others caution against the speculative nature of crypto. As the market evolves, its role as a mainstream alternative asset continues to grow, marked by increasing institutional acceptance and new investment opportunities.

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