typos

Co-authored-by: dtam <[email protected]>

Author: CalebCourier

docs/concepts/concurrency.md

@@ -98,7 +98,7 @@ When asynchronous validation occurs, there are multiple levels of concurrency po
 When validating unstructured data, i.e. text, the LLM output is treated the same as if it were a property on an object.  This means that the validators applied to is have the ability to run concurrently utilizing the event loop.
 
 ### Handling Failures During Async Concurrency
-The Guardrails validation loop is opinionated about how it handles failures when running validators concurrently so that it spends the least amount of time processing an output that would result in a failure.  It's behaviour comes down to when and what it returns based on the [corrective action](/how_to_guides/custom_validators#on-fail) specified on a validator.  Corrective actions are processed concurrently since they are specific to a given validator on a given property.  This means that interuptive corrective actions, namely `EXCEPTION`, will be the first corrective action enforced because the exception is raised as soon as the failure is evaluated.  The remaining actions are handled in the following order after all futures are collected from the validation of a specific property:
+The Guardrails validation loop is opinionated about how it handles failures when running validators concurrently so that it spends the least amount of time processing an output that would result in a failure.  It's behavior comes down to when and what it returns based on the [corrective action](/how_to_guides/custom_validators#on-fail) specified on a validator.  Corrective actions are processed concurrently since they are specific to a given validator on a given property.  This means that interruptive corrective actions, namely `EXCEPTION`, will be the first corrective action enforced because the exception is raised as soon as the failure is evaluated.  The remaining actions are handled in the following order after all futures are collected from the validation of a specific property:
 1. `FILTER` and `REFRAIN`
 2. `REASK`
 3. `FIX`