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Meta AI Introduces Thought Preference Optimization, a Chain-of-Thought (CoT) Reasoning Method, Enabling AI Models to Think before Responding. (www.infoq.com)

submitted 6 days ago by Lugh to c/futurology

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[–] Lugh 8 points 6 days ago (1 children)

Now that scaling is hitting a wall, it will be interesting to see what methods like this continue AI's progress.

[–] just_another_person@lemmy.world 2 points 6 days ago* (last edited 6 days ago)

Two different problems.

The scaling issue is more about having a product companies can sell with fast turnaround times on requests at a reasonable price. There's a brick wall on that.

The work in this write up is about accuracy over speed. Maybe accuracy is the wrong word, but it's meant to allow for tuning the NN to give more predictable and repeatable results at the expense of speed.