5️⃣ new things @LiteLLM. ✅ Anthropic - cache control for tools.🛠️ Gemini - preserve grounding metadata on streaming.🔒 Guardrails AI - support `llmOutput` guardrails as pre-call hooks.🧹 UI - fix setting SSO credentials on UI.📖 Model Hub - clarify 'public model' meaning

Influencing LLM Output using logprobs and Token Distribution #LLMOutput #logprobs #TokenDistribution #AIInfluence #SpamFilter

🤖 As more large companies and regulated industries adopt language models, interest in monitoring LLM outputs, cost, or performance and A/B test prompts may increase. Companies should keep up with the latest trends and technologies to stay ahead of the competition. #LLMOutput.6/8.

Read More? .Decide Your AI Rights: #LLMOutput Ownership Explained – #ChatGPT, #Claude, #Gemini, & #DeepSeek.Explore the nuances of AI content ownership and learn how each model’s policies shape what you can do with its output.