AI/ML

AI/ML

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Perplexity: Interactive language modeling visualization
Perplexity: Interactive language modeling visualization
I built this little tool to help me understand what it's like to be an autoregressive language model. For any given passage of text, it augments the original text with highlights and annotations that tell me how
·perplexity.vercel.app·
Perplexity: Interactive language modeling visualization
A.I.’s un-learning problem: Researchers say it’s virtually impossible to make an A.I. model ‘forget’ the things it learns from private user data
A.I.’s un-learning problem: Researchers say it’s virtually impossible to make an A.I. model ‘forget’ the things it learns from private user data
As it turns out, it’s impossible to remove a user’s data from a trained A.I. model. Deleting the model entirely is also difficult—and there’s little regulation to enforce either option.
·finance.yahoo.com·
A.I.’s un-learning problem: Researchers say it’s virtually impossible to make an A.I. model ‘forget’ the things it learns from private user data
Nvidia's NeMo Guardrails: Full Walkthrough for Chatbots / AI
Nvidia's NeMo Guardrails: Full Walkthrough for Chatbots / AI
Nvidia's NeMo Guardrails is a new library for building conversational AI / chatbots. A guardrail is a semi or fully deterministic shield that use against specific behaviors, conversation topics, or even to trigger particular actions (like calling to a human for help). We can use NeMo Guardrails for safety/topic guidance, deterministic dialogue, retrieval augmented generation (RAG), and conversational agents. In this video, we'll explore NeMo Guardrails and get started building with the library. 🌲 Article: https://www.pinecone.io/learn/nemo-guardrails-intro/ 📌 Code: https://github.com/pinecone-io/examples/tree/master/learn/generation/chatbots/nemo-guardrails 🎖️ Subscribe for Latest Articles and Videos: https://www.pinecone.io/newsletter-signup/ 👋🏼 AI Consulting: https://aurelio.ai 👾 Discord: https://discord.gg/c5QtDB9RAP Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ 00:00 Nvidia's NeMo Guardrails 02:16 How Typical Chatbots Work 05:54 Dialogue Flows 07:53 Code Intro to NeMo Guardrails 12:06 How Guardrails Works Under the Hood 14:33 NeMo Guardrails Chatbot in Python 18:28 Speaking with Guardrails Chatbot 19:50 Future NeMo Guardrails Content #artificialintelligence #nlp #ai #chatbot
·youtube.com·
Nvidia's NeMo Guardrails: Full Walkthrough for Chatbots / AI