Talk to" and "talk with" are both commonly used phrases in English, but they are often used in slightly different contexts, and the choice between them can depend on the specific nuance you want to convey. Here are the key differences with examples:

Talk to:
"Talk to" is typically used when one person is the primary speaker, and the other person is the listener or recipient of the conversation. It implies a one-sided communication where the focus is on the person doing the talking. It can be more formal or directive.
Example:
"I need to talk to my boss about my upcoming project."
"Please talk to the teacher and ask for clarification on the assignment."

Talk with:
"Talk with" suggests a more equal or reciprocal exchange of ideas or conversation between two or more people. It emphasizes a more collaborative or interactive nature of the conversation. It is often used in informal situations.
Example:
"I enjoy talking with my friends about various topics."
"Let's talk with our colleagues and see if we can come up with a solution together."

In many cases, the choice between "talk to" and "talk with" is a matter of personal preference, and they can be used interchangeably without significantly affecting the overall meaning. However, the nuances described above can help you choose the right phrase depending on the specific context and tone you want to convey in your conversation.