Python interpreter not the same in notebook and in terminal

**Describe the bug**

The Python interpreter is not the same in the notebook and in the terminal.

In the notebook, it is `/home/studio-lab-user/.conda/envs/default/bin/python`, while in the terminal, it is `/home/studio-lab-user/.conda/envs/studiolab/bin/python`.

**To Reproduce**
Steps to reproduce the behavior:
1. type `!which python` and run in a cell in some notebook
2. type `which python` and hit enter in a terminal

**Expected behavior**
The Python interpreter in the notebook and in the terminal should coincide. Otherwise, one has to install a package inside a notebook and also in the terminal.

**Screenshots**



**Desktop (please complete the following information):**
- OS: [win11]
- Browser [edge]
- Version [latest]

**Additional context**
N/A