Google's slew of big announcements in recent weeks — unveiling Google Translate's neat new machine learning tricks, its voice-controlled speaker system Home, and its new smartphone line Pixel (itself equipped with the futuristic-feeling virtual Assistant) — are evidence enough that the tech giant is investing heavily in artificial intelligence. But this Fortune story suggests that's just the tip of the iceberg: Google has dramatically ramped up its investments in what's known as "deep learning" in the last four years. In 2012, Google had two deep-learning projects underway. Today, Google has more than 1,000 deep-learning projects in every major product category, including search, maps, translation, and self-driving cars.
Deep learning refers to a kind of AI that enables software to train itself to perform tasks, like speech and image recognition. The algorithms behind this kind of AI have been around since the 1980s and 1990s, Fortune reports, but it's only in recent years that technology companies have been able to harness its true potential thanks to the explosion of easily accessible big data. Google launched its deep-learning project Google Brain in 2011, and in 2014 it bought DeepMind, a pioneering reinforcement learning program that's been shattering AI landmarks in gameplay this year.
Subscribe to The Week
Escape your echo chamber. Get the facts behind the news, plus analysis from multiple perspectives.
Sign up for The Week's Free Newsletters
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
-
Economists fear US inflation data less reliablespeed read The Labor Department is collecting less data for its consumer price index due to staffing shortages
-
Crypto firm Coinbase hacked, faces SEC scrutinySpeed Read The Securities and Exchange Commission has also been investigating whether Coinbase misstated its user numbers in past disclosures
-
Starbucks baristas strike over dress codespeed read The new uniform 'puts the burden on baristas' to buy new clothes, said a Starbucks Workers United union delegate
-
Warren Buffet announces surprise retirementspeed read At the annual meeting of Berkshire Hathaway, the billionaire investor named Vice Chairman Greg Abel his replacement
-
Trump calls Amazon's Bezos over tariff displaySpeed Read The president was not happy with reports that Amazon would list the added cost from tariffs alongside product prices
-
Markets notch worst quarter in years as new tariffs loomSpeed Read The S&P 500 is on track for its worst month since 2022 as investors brace for Trump's tariffs
-
Tesla Cybertrucks recalled over dislodging panelsSpeed Read Almost every Cybertruck in the US has been recalled over a stainless steel panel that could fall off
-
Crafting emporium Joann is going out of businessSpeed Read The 82-year-old fabric and crafts store will be closing all 800 of its stores
