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One of Google’s earliest search pioneers is stepping down after being at the company for 15 years. 

Amit Singhal is set to retire on 26 February at which point he will be replaced by John Giannandrea, the vice president of engineering who heads its efforts into artificial intelligence. 

Analysts claim the move signals the company’s desire to make its search engine more sophisticated and suggests it is betting big on the rise of machine learning.

Amit Singhal (pictured) is set to retire on 26 February at which point he will be replaced by John Giannandrea, the vice president of engineering who heads its efforts into artificial intelligence. Analysts claim the move signals the firm’s desire to make its search engine more sophisticated

Mr Singhal joined Google in 2000, two years after the company was founded by Larry Page and Sergey Brin. 

During his tenure Google developed Adwords, the technology that targets ads based on users’ searches and one of its biggest moneymakers.

In a blog post announcing the move, Mr Singhal said he will spend the next 15 years giving back to ‘people who are less fortunate.’

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‘My life has been a dream journey, he explained. 

‘From a little boy growing up in the Himalayas dreaming of the Star Trek computer, to an immigrant who came to the United States with two suitcases and not much else, to the person responsible for Search at Google, every turn has enriched me and made me a better person.

WHO IS JOHN GIANNANDREA? 

Mr Giannandrea was born in Scotland. 

During the 1990s he worked at General Magic, one of the pioneering companies of handheld devices. 

Mr Giannandrea even worked on an early personal assistant similar to today’s Siri.

The 50-year-old then joined Netscape and later co-founded voice-recognition firm TellMe. 

In 2005, he created Metaweb, software that catalogued links between words and objects which Google bought in 2010.

While at Google, Mr Giannandrea has helped introduce and develop image recognition for Google Photos and smart reply for Google Inbox.

This tool uses Google’s TensorFlow project to provide automatic reply suggestions for emails.

He is also a leading figure in Alphabet’s self-driving cars scheme using machine learning to navigate streets and obstacles. 

‘As I entered the fifteenth year of working at Google, I’ve been asking myself the question, “what would you want to do for the next fifteen?” 

‘The answer has overwhelmingly been: give back to others.’

Analysts’ said Google’s decision to replace Mr Singhal with Mr Giannandrea was a sign features dependent on machine learning, such as Google’s personal assistant, which answers questions and conducts searches with the push of a button, will play a larger part in the future of search.

‘The fact that they got the head of artificial intelligence to take over the role is very telling of where they expect to evolve going forward,’ said Sameet Sinha, a senior equity analyst at B. Riley & Co.

In an emailed statement, Google called machine learning ‘crucial to our search vision of building a truly intelligent assistant that connects our users to information and actions in the real world.’

Mr Giannandrea’s work introduced the technology to products such as image recognition for Google Photos search, which searches through online images, and the smart reply for Google Inbox, which provides automatic reply suggestions for emails.

Google’s stock fell after Mr Singhal announced his retirement. 

While analysts were hesitant to cite his departure as the primary reason for the stock hit, several said it was a factor. 

Mr Singhal joined Google in 2000, two years after the company was founded by Larry Page and Sergey Brin. In a blog post (screengrab pictured) announcing the move, Mr Singhal said he will spend the next 15 years giving back to ‘people who are less fortunate’

For years, engineers have developing ‘deep neural networks’ designed to mimic our minds and Google recently made its research in this field open to the public with the release of TensorFlow.

Machine learning and AI is being used to make searching more accurate, and Google hopes that by releasing TensorFlow, this software will become even more advanced and widespread. 

Last year it also revealed a set of images to help explain how its systems learn over time. It showed how the system learns and what happens when it gets things wrong.

The images were created by feeding a picture into the neural network, and asking it to emphasise features it recognised – in this case, animals. 

While at Google, Mr Giannandrea has helped introduce and develop image recognition for Google Photos and smart reply for Google Inbox. This tool uses Google’s TensorFlow project to provide automatic reply suggestions for emails. He is also a leading figure in Alphabet’s self-driving cars (pictured)

For years, engineers have developing ‘deep neural networks’ designed to mimic our minds and Google recently made its research in this field open to the public with the release of TensorFlow.  Google currently uses TensorFlow for speech recognition in the Google app, Smart Reply (grabs pictured) in Inbox and Photos

Last year it also revealed a set of images to help explain how its systems learn over time. It showed how the system learns and what happens when it gets things wrong. The images were created by feeding a picture into the neural network, and asking it to emphasise features it recognised – in this case, animals

GOOGLE’S ALGORITHMS

Amit Singhal is in charge of what Google calls its ‘search algorithms’.

These decide how best to retrieve information and answer questions.

His team tests thousands of search algorithms every year, adjusting, tweaking and inventing.

 The key is ranking information, giving the most pertinent answer first.

The more Google keeps users happy, the better it is able to beat competition from Yahoo and other sites, and also draw lucrative advertisement to its pages.

Google trains an artificial neural network by showing it millions of training examples and gradually adjusting the network parameters until it gives the classifications the team want. 

The network typically consists of 10 to 30 stacked layers of artificial neurons. Each image is fed into the input layer, which then talks to the next layer, until eventually the ‘output’ layer is reached.

The network’s ‘answer’ comes from this final output layer.

In doing this, the software builds up a idea of what it thinks an object looked like. 

Elsewhere, Google is using artificial intelligence to deliver more accurate search queries using a system called RankBrain. 

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This time around, it’s not dot-com stocks boosting the market but skyrocketing prices for companies in the artificial-intelligence business. Nvidia, for example, has more than doubled in value after surging over three times in 2023 because its chips are powering much of the move into AI. Super Micro Computer, which makes servers used in AI and other computing, has jumped nearly 48% this year after more than tripling last year.

The economy, meanwhile, isn’t far removed from its last recession, which struck with the COVID-19 pandemic. But perhaps more importantly, it’s so far avoided a recession that many on Wall Street worried was inevitable after the Federal Reserve hiked its main interest rate to a two-decade high in hopes of slowing the economy to beat high inflation.

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Many voices on Wall Street say the stock market could keep rising in 2025 too, though likely not to the same degree.

The economy is still growing, and the Federal Reserve appears set to keep cutting interest rates to make things easier. That has Jason Draho, head of asset allocation, Americas, at UBS Global Wealth Management, forecasting the S&P 500 could end 2025 at 6,600, for example. That would be a roughly 9% rise from Monday’s close.

But similar winning streaks have also come to a sudden end in the past, like after 1999. The S&P 500 ended up peaking in early 2000 before falling for several years as the dot-com bubble deflated and the economy fell into its 2001 recession.

Like then, critics this time around are calling the stock market too expensive after prices climbed faster than companies’ profits. Plus, the S&P 500 hasn’t experienced a drawdown of at least 10% this year, and such “corrections” tend to happen every couple of years.

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