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2025-05-19

Large language models often struggle with decision-making — a new study explains why

Researchers at JKU Linz and Google Deepmind have found that language models in decision-making tend to act too greedily, favor frequent choices, and struggle to translate knowledge into action. Training with reinforcement learning, explicit reasoning, and specific rewards helps these models consider more options, make fewer errors, and perform better in tasks like tic-tac-toe. Even with these improvements, models still find it hard to try new strategies; mandatory exploration and longer reasoning periods can further boost performance, especially when models are given extra time to decide. Discover Copy

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Destination

2025-04-18

Here are the coolest cars at New York International Auto Show 2025

This year marks the 125th anniversary of the New York International Auto Show (NYIAS), and despite concerns over tariffs, there are still a lot of manufacturers here showing off new models including a [...]

Match Score: 67.98

Destination

2025-01-08

A closer look at the slick Honda 0 SUV and Saloon prototypes at CES 2025

Last year, Honda teased its first two homegrown EVs with the Series 0 Saloon and Space-Hub. But now at CES 2025, those vehicles are getting one step closer to production by graduating from concepts to [...]

Match Score: 60.50

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2025-01-11

CES 2025: The best tech and gadgets we saw in Las Vegas

CES 2025 has come to a close — Friday was the final day of the show — and team Engadget has departed Las Vegas. Our reporters and editors spent the week scouring endless carpeted convention halls [...]

Match Score: 56.47

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2025-07-04

Apple's claims about large reasoning models face fresh scrutiny from a new study

A replication study of Apple's controversial "The Illusion of Thinking" paper confirms some of its main criticisms, but challenges the study's central conclusion.<br /> The a [...]

Match Score: 55.63

Destination

2025-01-09

The best of CES 2025

CES 2025 is coming to a close, and team Engadget is ready to leave Las Vegas. Our reporters and editors have scoured endless carpeted convention halls, braved lines of chain smokers and fielded thousa [...]

Match Score: 55.46

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2025-04-05

Anthropic study finds language models often hide their reasoning process

A new Anthropic study suggests language models frequently obscure their actual decision-making process, even when they appear to explain their thinking step by step through chain-of-thought reasoning. [...]

Match Score: 52.33

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2025-08-05

OpenAI's first new open-weight LLMs in six years are here

For the first time since GPT-2 in 2019, OpenAI is releasing new open-weight large language models. It's a major milestone for a company that has increasingly been accused of forgoing its original [...]

Match Score: 50.92

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2025-05-29

Volkswagen ID.Buzz review: A head-turning EV microbus with unfortunate flaws

While we're still waiting for a true electric minivan to hit the US, VW's ID.Buzz microbus is close. It's a unique family hauler that'll definitely get your neighbors buzzing. No, [...]

Match Score: 47.29

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2025-03-26

The best language learning apps for 2025

There’s a good chance learning a new language is one of your New Year’s resolutions, unless you’re hoping Google Translate will be enough for your next international adventure. Either way, you†[...]

Match Score: 45.21