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Commentary

A Smaller Model for Repeated Work

· 2:07 · With Leo

On Technology and AI, we look at how new tools may change everyday work—and what the claims about them really tell us. Today, Meta has released a new AI model called Muse Ember.

Transcript

Vocabulary in this episode
technology columnist

I’m Leo, your technology columnist.

A writer who reports and gives opinions about technology.

cost-efficient

Meta says Ember is its lightest and most cost-efficient model so far.

It costs relatively little for what it can do.

coding tasks

The company describes it as a tool for work AI agents may repeat many times: using other tools, handling small coding tasks, sorting requests, extracting information, and reading long documents.

Small jobs that involve writing or changing computer code.

extracting information

The company describes it as a tool for work AI agents may repeat many times: using other tools, handling small coding tasks, sorting requests, extracting information, and reading long documents.

Finding and taking useful details from a larger source.

sets the rules

The idea is to use a smaller model for routine work, while a larger model sets the rules.

Decides the instructions that guide the work.

input price

The report puts Ember’s input price at 10 cents per million tokens.

The cost for the text sent into the model to process.

benchmark score

It also says Meta used a combined benchmark score to compare cost and performance.

A result from a test used to compare systems.

trade-off

Whether that trade-off is useful will depend on how well it handles the work people give it, as well as the price.

A balance where gaining one thing may mean accepting less of another.

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