diff --git a/README.md b/README.md
index 02be361..fee550b 100644
--- a/README.md
+++ b/README.md
@@ -22,13 +22,13 @@ The APIs remain identical between all supported providers / models:
 
 | Name | `llm_provider` | Default `llm_model` | Notes |
 |------|---------------|---------------------|--------|
-| [Anthropic's Claude](https://www.anthropic.com/claude) | `"anthropic"` | `"claude-3-sonnet-20240229"` | Supports structured output |
-| [Amazon's Bedrock](https://aws.amazon.com/bedrock/) | `"bedrock"` | `"anthropic.claude-3-sonnet-20240229-v1:0"` | AWS credentials required |
+| [Anthropic's Claude](https://www.anthropic.com/claude) | `"anthropic"` | `"claude-3-sonnet-20240229"` | supports structured output |
+| [Amazon's Bedrock](https://aws.amazon.com/bedrock/) | `"bedrock"` | `"anthropic.claude-3-sonnet-20240229-v1:0"` | boto3 credentials required |
 | [Google's Gemini](https://gemini.google/) | `"gemini"` | `"models/gemini-1.5-pro"` | Limited structured output support |
-| [Groq's Groq](https://groq.com/) | `"groq"` | `"mixtral-8x7b-32768"` | Fast inference times |
+| [Groq's Groq](https://groq.com/) | `"groq"` | `"mixtral-8x7b-32768"` | fast inference |
 | [Ollama](https://ollama.com) | `"ollama"` | `"llama2"` | Local models only |
-| [OpenAI's GPT](https://openai.com/gpt) | `"openai"` | `"gpt-4"` | Full structured output support |
-| [xAI's Grok](https://x.ai/) | `"xai"` | `"grok-1"` | Beta access required |
+| [OpenAI's GPT](https://openai.com/gpt) | `"openai"` | `"gpt-4"` | |
+| [xAI's Grok](https://x.ai/) | `"xai"` | `"grok-1"` | No structured output support |
 
 If you want to see Simplemind support additional providers or models, please send a pull request!