diff --git a/expo/README.md b/expo/README.md
index 1d0d8476d..800afc3cc 100644
--- a/expo/README.md
+++ b/expo/README.md
@@ -157,46 +157,15 @@ #### Setup
 git clone https://github.com/WecoAI/aideml.git
 ```
 
-Modify `aideml/aide/utils/config.yaml`:
+Modify `aideml/aide/utils/config.yaml` - change `k_fold_validation`, `code model`, and `feedback model` as follows:
 
 ```yaml
-# path to the task data directory
-data_dir: null
-
-# either provide a path to a plaintext file describing the task
-desc_file: null
-# or provide the task goal (and optionally evaluation information) as arguments
-goal: null
-eval: null
-
-log_dir: logs
-workspace_dir: workspaces
-
-# whether to unzip any archives in the data directory
-preprocess_data: True
-# whether to copy the data to the workspace directory (otherwise it will be symlinked)
-# copying is recommended to prevent the agent from accidentally modifying the original data
-copy_data: True
-
-exp_name: null # a random experiment name will be generated if not provided
-
-# settings for code execution
-exec:
-  timeout: 3600
-  agent_file_name: runfile.py
-  format_tb_ipython: False
-
 # agent hyperparams
 agent:
   # how many improvement iterations to run
   steps: 10
   # whether to instruct the agent to use CV (set to 1 to disable)
   k_fold_validation: 1
-  # whether to instruct the agent to generate a prediction function
-  expose_prediction: False
-  # whether to provide the agent with a preview of the data
-  data_preview: True
-
   # LLM settings for coding
   code:
     model: deepseek-coder