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Can we teach LLMs to write long articles from scratch, grounded in trustworthy sources? Do Wikipedia editors think this can assist them? 📣Announcing STORM, a system that writes Wikipedia-like articles based on Internet search. I now use STORM in my daily research!🧵

Today I learned how Docker generates default container names, and that it explicitly excludes "boring wozniak". Because, as the code comment says, "Steve Wozniak is not boring": github.com/moby/moby/comm…

Introducing SUQL (Structured and Unstructured Query Language), a novel method to power assistants on hybrid data corpus. It combines SQL relational operators with free text primitives based on retrievers and LLMs, complete with key optimizations Code available on GitHub and PyPI

GPT-4o is our new state-of-the-art frontier model. We’ve been testing a version on the LMSys arena as im-also-a-good-gpt2-chatbot 🙂. Here’s how it’s been doing.

The happiest day of our year! Introducing the The Brown Institute's 2024-2025 cohort of Magic Grant winners!

3 OVAL projects are awarded 2024-2025 Magic Grants! “African History from the Bottom Up with LLM-Augmented Agents”, Sina Semnani et al. “Cross-Lingual Multi-Perspective News”, Jialiang Xu et al. “DataTalk: All Documents and Data, All at Once, All Verified”, Shicheng Liu et al.

Big congrats to the WikiChat team led by Sina Semnani !

Congratulations to Stanford HAI faculty affiliate Monica Lam and team for winning Wikipedia Foundation’s Research Award of the Year 2024! 👏 Read the paper here: aclanthology.org/2023.findings-…

🚨 New preprint 🚨 Current task-oriented AI assistants often struggle with reliability, control, and integrating knowledge. Even OpenAI's customer service bot uses a dialog tree-based assistant. We set out to solve this!

Struggling to ask the right questions on complex topics? Overwhelmed by too much information? Need a personalized, in-depth report? 🚀 Introducing Co-STORM, a multi-agent system enabling human participation in agent conversations for complex information seeking and learning.

🌱Excited to introduce SPINACH, a Knowledge Base Question Answering agent & dataset on Wikidata, presented at EMNLP 2024! It combines LLMs, semantic parsing and graph traversal to set a new SOTA & is actively used by the Wikidata community.

We are conducting a workshop on how can AI help in democratizing access to the world's knowledge -- a public ai assistant to world wide knowledge (WWK)! Please check out our agenda! Live stream also available.