update

Author: mrbullwinkle

articles/ai-services/openai/concepts/models.md

@@ -42,19 +42,19 @@ The Azure OpenAI `o1` and `o1-mini` models are specifically designed to tackle r
 
 The `o1` and `o1-mini` models are now available for API access and model deployment. **Registration is required, and access will be granted based on Microsoft's eligibility criteria**. Customers who previously applied and received access to `o1-preview` do not need to reapply as they will automatically be on the wait-list for the latest model.
 
-Request access: [limited access model application](https://aka.ms/oai/modelaccess)
+Request access: [limited access model application](https://aka.ms/OAI/o1access)
 
 Once access has been granted, you will need to create a deployment for each model. If you have an existing `o1-preview` deployment in place upgrade is currently not supported, you will need to create a new deployment.
 
-To learn more about the advanced `o1` series models see, [getting started with o1 series reasoning models](../how-to/).
+To learn more about the advanced `o1` series models see, [getting started with o1 series reasoning models](../how-to/reasoning.md).
 
 ### Region availability
 
 | Model | Region |
 |---|---|
 |`o1` | East US2 (Global Standard) <br> Sweden Central (Global Standard) |
-| `o1-preview` | See [models table](../concepts/models.md#global-standard). |
-| `o1-mini` | See [models table](../concepts/models.md#global-standard). |
+| `o1-preview` | See the [models table](#global-standard-model-availability). |
+| `o1-mini` | See the [models table](#global-provisioned-managed-model-availability). |
 
 ## GPT-4o-Realtime-Preview
 

articles/ai-services/openai/how-to/reasoning.md

@@ -35,8 +35,8 @@ Once access has been granted, you will need to create a deployment for each mode
 | Model | Region |
 |---|---|
 |`o1` | East US2 (Global Standard) <br> Sweden Central (Global Standard) |
-| `o1-preview` | See [models page](../concepts/models.md#global-standard). |
-| `o1-mini` | See [models page](../concepts/models.md#global-standard). |
+| `o1-preview` | See [models page](../concepts/models.md#global-standard-model-availability). |
+| `o1-mini` | See [models page](../concepts/models.md#global-standard-model-availability). |
 
 ## API support
 
@@ -259,8 +259,7 @@ response = client.chat.completions.create(
         {"role": "developer","content": "You are a helpful assistant."}, # optional equivalent to a system message for reasoning models 
         {"role": "user", "content": "What steps should I think about when writing my first Python API?"},
     ],
-    max_completion_tokens = 5000,
-    reasoning_effort = "medium" # optional 
+    max_completion_tokens = 5000
 
 )
 
@@ -291,9 +290,7 @@ response = client.chat.completions.create(
         {"role": "developer","content": "You are a helpful assistant."}, # optional equivalent to a system message for reasoning models 
         {"role": "user", "content": "What steps should I think about when writing my first Python API?"},
     ],
-    max_completion_tokens = 5000,
-    reasoning_effort = medium
-
+    max_completion_tokens = 5000
 )
 
 print(response.model_dump_json(indent=2))