diff --git a/TODO b/TODO
index 1de5a88..6477095 100644
--- a/TODO
+++ b/TODO
@@ -14,8 +14,8 @@
     * read this: https://flask.palletsprojects.com/en/2.2.x/testing/#faking-resources-and-context
 
     * could get better AI optim, by keeping track of just new files since scan (even if we did this from the DB), 
-          then we could just feed those eid's explicitly into a 'run_ai_on_new_files' :) -- maybe particularly
-          if count('new files') < say 1000 do eids, otherwise do path AND no new refimgs
+        then we could just feed those eid's explicitly into a 'run_ai_on_new_files' :) -- maybe particularly
+        if count('new files') < say 1000 do eids, otherwise do path AND no new refimgs
 
     * ignore face should ignore ALL matching faces (re: Declan)
 
@@ -29,7 +29,7 @@
 
     * browser back/forward buttons dont work -- use POST -> redirect to GET
       - need some sort of clean-up of pa_user_state -- I spose its triggered by browser session, so maybe just after a week is lazy/good enough 
-         -- pa_user_state has last_used as a timestamp so can be used to delete old entries
+        - pa_user_state has last_used as a timestamp so can be used to delete old entries
 
     * back button will fail if we do these POSTs:
         job.py:@app.route("/jobs", methods=["GET", "POST"])
@@ -41,8 +41,6 @@
         files.py:@app.route("/fix_dups", methods=["POST"])
             ???
 
-    * allow user to choose default log level to show
-
     * GUI overhaul?
         * on a phone, the files.html page header is a mess "Oldest.." line is too  large to fit on 1 line (make it a hamburger?)
             - searched for text overlaps buttons above and below
@@ -89,6 +87,8 @@
     * viewer needs to allow toggle to scan_model (and prob. right-click on file... AI (with CNN) AI (with hog)
         - make the form-select AI_Model actually do the change (but need more mem on mara really -- even mem is not enough
             need graphic support --> need to allow pa_job_manager run on borric with acceleration)
+        - test this with new CPU in mara
+        - test this on borric for comparison
 
     For AI / rescan:
         way to override per file: