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Duolingo: The language-learning app is pushing the boundaries of AI

Duolingo: The language-learning app is pushing the boundaries of AI

Influencer app

Time magazine has released its latest list of 100 Most Influential Companies. Many of the usual suspects appear in the rankings — Apple, Chipotle, Disney — but one company in particular caught our eye.

With hundreds of millions of downloads, gamified language-learning app Duolingo was named in the prestigious Leaders section of Time’s list. The app, which has helped millions of users learn languages — and perhaps annoyed just as many with its notoriously persistent push notifications — was praised for its incorporation of AI, having been powered by its own model, Birdbrain, for years. But more recently, the company is incorporating new AI tools into its products, such as GPT-4, allowing users scenario-based ways to practice, like going furniture shopping, asking a friend to go for a hike or ordering coffee at a café in Paris.

It’s all a game

Back in 2009, Guatemalan entrepreneur Luis Von Ahn had just sold his online authentication software reCAPTCHA to Google. Keen to develop a product in the world of education, von Ahn teamed up with computer scientist Severin Hacker and founded Duolingo just 2 years later.

In a competitive space, Duolingo carved out its niche by gamifying the learning experience wherever possible. Leaderboards, experience points, levels, the pressure to keep your “streak” going, and even an in-game currency, have helped the app build habits for users — all communicated through endless notifications on your phone. Annoying? Maybe. Effective? Definitely. Per the latest count, some 20.3 million people use the app everyday.

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Meta projected 10% of 2024 revenue came from scams and banned goods, Reuters reports

Meta has been making billions of dollars per year from scam ads and sales of banned goods, according internal Meta documents seen by Reuters.

The new report quantifies the scale of fraud taking place on Meta’s platforms, and how much the company profited from them.

Per the report, Meta internal projections from late last year said that 10% of the company’s total 2024 revenue would come from scammy ads and sales of banned goods — which works out to $16 billion.

Discussions within Meta acknowledged the steep fines likely to be levied against the company for not stopping the fraudulent behavior on its platforms, and the company prioritized enforcement in regions where the penalties would be steepest, the reporting found. The cost of lost revenue from clamping down on the scams was weighed against the cost of fines from regulators.

The documents reportedly show that Meta did aim to significantly reduce the fraudulent behavior, but cuts to its moderation team left the vast majority of user-reported violations to be ignored or rejected.

Meta spokesperson Andy Stone told Reuters the documents were a “selective view” of internal enforcement:

“We aggressively fight fraud and scams because people on our platforms don’t want this content, legitimate advertisers don’t want it, and we don’t want it either.”

Per the report, Meta internal projections from late last year said that 10% of the company’s total 2024 revenue would come from scammy ads and sales of banned goods — which works out to $16 billion.

Discussions within Meta acknowledged the steep fines likely to be levied against the company for not stopping the fraudulent behavior on its platforms, and the company prioritized enforcement in regions where the penalties would be steepest, the reporting found. The cost of lost revenue from clamping down on the scams was weighed against the cost of fines from regulators.

The documents reportedly show that Meta did aim to significantly reduce the fraudulent behavior, but cuts to its moderation team left the vast majority of user-reported violations to be ignored or rejected.

Meta spokesperson Andy Stone told Reuters the documents were a “selective view” of internal enforcement:

“We aggressively fight fraud and scams because people on our platforms don’t want this content, legitimate advertisers don’t want it, and we don’t want it either.”

$350B

Google wants to invest even more money into Anthropic, with the search giant in talks for a new funding round that could value the AI startup at $350 billion, Business Insider reports. That’s about double its valuation from two months ago, but still shy of competitor OpenAI’s $500 billion valuation.

Citing sources familiar with the matter, Business Insider said the new deal “could also take the form of a strategic investment where Google provides additional cloud computing services to Anthropic, a convertible note, or a priced funding round early next year.”

In October, Google, which has a 14% stake in Anthropic, announced that it had inked a deal worth “tens of billions” for Anthropic to access Google’s AI compute to train and serve its Claude model.

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