Update README.md 2

Author: shauryagup

pathwaysutils/elastic/README.md

@@ -12,7 +12,7 @@ Distributed training jobs, especially long-running ones, are susceptible to vari
 1.  **Training Reconfiguration**: Adapting the training computation distribution to the current set of healthy workers.
 1.  **Resumption**: Continuing training from the last valid snapshot with the new configuration.
 
-The `pathwaysutils.elastic` primitives provide building blocks to integrate this logic into JAX training loops run using the Pathways' `Proxy` JAX backend.
+The `pathwaysutils.elastic` primitives provide elastcity building blocks to use within your JAX training loop when using the Pathways' `Proxy` JAX backend.
 
 ## Prerequisites
 
@@ -149,7 +149,7 @@ echo "Completed Run ID ${RUN_ID}."
 # Step: 5, Old Slice Count: 3, New Slice Count: 2 (3 -> 2 slices)
 # Step: 17, Old Slice Count: 2, New Slice Count: 3 (2 -> 3 slices)
 awk '
-  /step=/ && /elastic_manager\.good_slice_count=/ {
+  /step=/ && /elastic_manager\.elastic_down_event_count=/ {
     split($0, fields, " ")
     step = ""
     good_slice_count = ""