This article is about a poker-analysis framework, but the engineering problem is common to LLM tool use. The framework uses an LLM as an input and control layer. It reads a natural-language poker question, chooses a local calculator, and proposes typed fields.
A young woman mourns her uncle's murder … and questions whether the convicted killer was the only one involved. "48 Hours" contributor Nikki Battiste reports.
A voice companion becomes genuinely useful when it can do something: post a room message, add an item to a queue, update a profile, or call another service. That is also where a convincing demo can become an unreliable product. Suppose a user says: Tell the room I’ll leave at eight—actually, do...
For a while, I assumed the biggest problem in AI image editing was obvious: the model just wasn’t good enough yet. If the output changed a face too much, use a better model. If the product logo became distorted, use a better model.
Five sources report the same detail, so you write it up as confirmed. Then you look closer. Two of them cite the third.
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