diff --git a/TODO.md b/TODO.md
index 308fd11..9ce830b 100644
--- a/TODO.md
+++ b/TODO.md
@@ -2,7 +2,10 @@
 - [x] detection/mitigation of too many entities being exposed & blowing out the context length
 - [ ] areas/room support  
 - [ ] figure out DPO to improve response quality
-- [x] setup github actions to build wheels that are optimized for RPIs
+- [ ] train the model to respond to house events  
+    - present the model with an event + a "prompt" from the user of what you want it to do (i.e. turn on the lights when I get home = the model turns on lights when your entity presence triggers as being home)  
+    - basically lets you write automations in plain english  
+- [x] setup github actions to build wheels that  are optimized for RPIs
 - [x] mixtral + prompting (no fine tuning)  
     - add in context learning variables to sys prompt template
     - add new options to setup process for setting prompt style + picking fine-tuned/ICL