Tag

#natural language processing

8 stories taggednatural language processing.

Illustration: Soft natural light from the left
Explained

AI Translation Judges Struggle With the Same Errors Human Reviewers Do

A new study from Apple ML Research finds that large language models are only a partial replacement for human graders when checking the quality of machine-translated text, with both groups stumbling on the same hard cases.

3 min read
Illustration: a printed page covered in dense text, some paragraphs crisp and legible
Explained

The Better AI Behaves, the Worse It Writes

Researchers have found a sharp tension at the heart of AI language tools: the better you control what a chatbot says, the more likely it is to start talking gibberish. Here's what that means for the apps you use every day.

4 min read
Illustration: ancient Greek papyrus fragments spread across a stone surface under warm archival
Science & Space

Ancient Greek Has a New AI Reader. It Trained on 600 Million Words of History.

A model called Apollo can fill in the blanks of tattered papyrus fragments in hours. Scholars who once spent years on a single reconstruction say it changes what is even possible.

4 min read
Illustration: a darkened operations center with multiple glowing monitors displaying abstract network topology maps
Explained

Children learn language on a fraction of the data AI needs. Scientists want to know why.

A toddler masters grammar after hearing roughly 10 million words. A large language model may consume 15 trillion. Closing that gap could reshape how AI is built.

4 min read
Illustration: an hourglass tipped on its side on a dark server-room floor, sand spilled and scattered
Explained

Apple AI Research Finds a Cheap Way to Teach AI More Languages

A new technique from Apple ML Research helps AI understand low-resource languages without needing mountains of translated text, and it could matter for hundreds of millions of people whose languages get left behind.

3 min read
Illustration: a modern security operations center at night
Explained

What is a large language model and how does it work?

The plain-English guide to the technology behind ChatGPT, Claude, and every AI that seems to understand you.

4 min read
Illustration: an empty modern office reception desk with a single unmarked intake tray and a locked glass door behind it
Explained

CLaRa Teaches AI to Read Smarter, Not Longer

A new framework from Apple ML Research squeezes documents into compact summaries before feeding them to an AI, cutting the junk and keeping the answers.

3 min read
Illustration for the story: The Original Chatbot Had Many Faces, and We Never Knew It
Explained

The Original Chatbot Had Many Faces, and We Never Knew It

ELIZA, the 1960s program that convinced people a computer understood them, turns out to be far stranger and more capable than anyone realised. Newly unearthed source code changes the story.

3 min read
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