Artificial intelligence

Asymmetric Certified Robustness via Feature-Convex Neural Networks – The Berkeley Artificial Intelligence Research Blog

Asymmetric Certified Robustness via Feature-Convex Neural Networks TLDR: We propose the asymmetric certified robustness problem, which requires certified robustness for only one...

Video generation models as world simulators

This technical report focuses on (1) our method for turning visual data of all types into a unified representation that enables large-scale training...

Streamline diarization using AI as an assistive technology: ZOO Digital’s story

ZOO Digital provides end-to-end localization and media services to adapt original TV and movie content...

The Shift from Models to Compound AI Systems – The Berkeley Artificial Intelligence Research Blog

AI caught everyone’s attention in 2023 with Large Language Models (LLMs) that can be instructed to perform general tasks, such as...

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Defending against Prompt Injection with Structured Queries (StruQ) and Preference Optimization (SecAlign)

Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However, as LLMs have improved,...

Transform Customer Feedback into Actionable Insights with CrewAI and Streamlit | by Alan Jones | Dec, 2024

AI for BIBuild an AI-powered app to analyze unstructured feedback, generate insightful reports, and create interactive visualizationsNew AI...

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