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4 AI terms Nvidia investors should know

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4 AI terms Nvidia investors should know

Despite some volatility in the stock market so far in August, Nvidia stock (NVDA) remains up over 150% this year.

Driving the stock is Nvidia’s role in supplying chips to major tech giants like Apple (AAPL), Amazon (AMZN), and Microsoft (MSFT) that are crucial for artificial intelligence technology amid the broader generative AI boom.

Over a third of the S&P 500 (^GSPC) market cap gains in the first half of 2024 could be attributed to Nvidia. For some investors, the concentration of gains in a few stocks such as Nvidia seems risky. It was a point that was underlined earlier this month by a stock rout that briefly pushed the volatility index (^VIX) above 60 and shares of Nvidia down by as much as 10%.

Stocks ended up recovering, but the period offered a reminder to investors that they could seek AI opportunities elsewhere.

For those looking to gain an edge and diversify their tech holdings, understanding AI’s core technology and terminology is essential.

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Here’s a breakdown of a few of the terms you need to know to invest in the AI boom:

Inference

Inference is AI’s moment of truth. It’s when an AI model like ChatGPT generates an answer to a prompt based on its previous training and learning. The quality of an AI system’s inference relies heavily on its underlying technology stack, including the powerful chips that drive it.

FILE - President and CEO of Nvidia Corporation Jensen Huang delivers a speech during the Computex 2024 exhibition in Taipei, Taiwan, June 2, 2024. A rebound for Nvidia on Tuesday, June 25, 2024, is helping keep U.S. indexes close to their records Tuesday. (AP Photo/Chiang Ying-ying)

President and CEO of Nvidia Corporation Jensen Huang delivers a speech during the Computex 2024 exhibition in Taipei, Taiwan, on June 2, 2024. (AP Photo/Chiang Ying-ying) (ASSOCIATED PRESS)

Compute

Compute power is the driving force behind an AI system’s success, similar to how horsepower propels a car. The greater the compute power, the more efficient and faster the inference process becomes.

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Processing power, memory, and storage all fuel compute power, and chipmakers tend to focus on increased compute power for new chip releases because improvements in compute power with each chip generation could allow companies to charge more, which typically bodes well for future profit margins.

GPUs

Graphics processing units, or GPUs, are advanced and expensive chips that power AI. Their quality can help determine the speed of AI computations. Nvidia, which began working on GPUs in the ’90s, owns over 80% of the GPU market and mentioned the term 19 times in its first quarter earnings presentation. Nvidia’s GPUs have increased AI inference performance by a thousand times over the last decade.

Hyperscalers

Big Tech companies like Microsoft, Alphabet (GOOG, GOOGL), Meta (META), and Amazon are considered hyperscalers, or those capable of rapidly scaling AI. With products and services such as Microsoft’s Copilot, Alphabet’s Gemini, and Meta’s Llama, these companies are significant both as consumers of AI chips and competitors to chipmakers.

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Finance

Consumer confidence plunges among younger adults

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Consumer confidence plunges among younger adults

Consumer confidence has plunged among traditionally optimistic younger adults amid fears for their personal finances and the wider economy, figures show.

GfK’s long-running Consumer Confidence Index remained unchanged at an overall score of minus 23 in June.

However, the analyst said this was was “misleading as, beneath the surface, there are new signs that confidence is weakening”.

Source: GfK

Neil Bellamy, consumer insights director at GfK, said: “The biggest fall this month is among those aged 16 to 29, traditionally one of the most optimistic groups.

“Here confidence has dropped 11 points over the past month to minus two, the lowest level seen for two years, driven by large falls in views on both their own personal finances and the wider economy.

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“More broadly, there are now no demographic groups with a positive confidence score, including higher-income households earning £50,000 or more, who have slipped back into negative territory as of June.

“Confidence remains subdued and vulnerable to further economic or political uncertainty.”

Sourve: GfK
Sourve: GfK

Overall, confidence in personal finances over the coming year remained flat at minus two, four points lower than this time last year.

The measures of both personal finances and the economy over the previous 12 months were both slightly down, by two points and three points respectively, “reflecting the sense that things have been extremely tough over the last year for so many”, GfK said.

The only measure to increase was expectations for the wider economy over the next 12 months, up two points to minus 36 but still eight points below this time last year.

The major purchase index, an indicator of confidence in buying big ticket items, remained at minus 20, four points lower than June last year.

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How US-Iran peace deal will affect our cost of living

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How US-Iran peace deal will affect our cost of living

“Ships of the World, start your engines. Let the oil flow!” said Donald Trump on social media after he announced the signing of an interim peace deal with Iran on Sunday. Under the agreement – which Iran acknowledged included a 60-day negotiating period for a final deal – the president said that following retrieval of mines, there would be a “toll free opening” of the Strait of Hormuz.

But many of the finer details remain “unclear”, said The Guardian. There are questions over the “exact timing of the reopening of the maritime route, who will oversee safe passage and whether any conditions will be applied”.

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Hong Kong graduates prefer careers in finance, survey finds

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Hong Kong graduates prefer careers in finance, survey finds
Hong Kong graduates believe the city’s finance industry is its most attractive and stable sector, making them more optimistic about career opportunities than their global peers, according to a study by the CFA Institute, which trains investment managers.

The US-based institute’s “2026 Graduate Outlook Survey”, released on Wednesday, found that 71 per cent of Hong Kong graduates rated their career prospects between eight and 10 out of 10. The global average for that level of optimism was 59 per cent.

The graduates’ view of careers in finance reflected “both the sector’s resilience and Hong Kong’s continued strength as an international financial centre, which ranks third worldwide and first in Asia-Pacific”, the institute said in a statement.

The findings also indicated that young people were confident about Hong Kong’s role as an international financial centre, resilient amid global uncertainties, and strategically focused on improving skills, it said.

That confidence was “deeply grounded”, it said, with nearly 90 per cent believing they had the skills to succeed and clearly understood what employers were looking for, notwithstanding the wider adoption of artificial intelligence in the city.

“Rather than viewing AI as a threat, 38 per cent of Hong Kong graduates believe it has no negative impact on their job hunting, and 37 per cent believe it makes securing a job easier,” the institute said. “Three quarters are already actively using AI tools in their job applications, demonstrating a proactive, tool-first mindset.”

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