DeepSeek may have found a new way to improve AI’s ability to remember

October 29, 2025

, By MIT Technology Review

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Currently, most large language models break text down into thousands of tiny units called tokens. This turns the text into representations that models can understand. However, these tokens quickly become expensive to store and compute with as conversations with end users grow longer. When a user chats with an AI for lengthy periods, this challenge can cause the AI to forget things the user has already told it and get information muddled, a problem some call “context rot.”

The new methods developed…

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DeepSeek may have found a new way to improve AI’s ability to remember

October 29, 2025

, Published By MIT Technology Review

Currently, most large language models break text down into thousands of tiny units called tokens. This turns the text into representations that models can understand. However, these tokens quickly become expensive to store and compute with as conversations with end users grow longer. When a user chats with an AI for lengthy periods, this challenge can cause the AI to forget things the user has already told it and get information muddled, a problem some call “context rot.”

The new methods developed…

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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Previous News

Cognizant raises annual adjusted profit forecast on strong client spending

Next News

Tired of being chased by monsters in horror games? — Then become the monster with this discounted classic indie ‘reverse-horror’ to get revenge

MIT Technology Review

More like this

Popular

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