MIT CSAIL researchers developed MAIA, an automated agent that interprets AI vision models, labels components, cleans classifiers, and detects biases. MAIA's flexibility allows it to answer various interpretability queries and design experiments on the fly.
Runway's Gen-3 Alpha text-to-video synthesis model creates HD clips from prompts. It excels at mixing concepts but struggles with generalization beyond training data.
MIT engineers have identified new materials for fast proton conduction, essential for clean energy technologies like fuel cells. Current high-temperature inorganic materials may be replaced by lower-temperature alternatives for more efficient and durable applications.
Amazon Q is a generative AI-powered assistant that can answer questions, provide summaries, and complete tasks using data from various repositories. It offers prebuilt connectors to data sources like Atlassian Jira, Amazon S3, and Salesforce for easy integration and minimal configuration.
NVIDIA AI Foundry helps businesses create custom AI models tailored to their industry needs, with support from leading companies like Amdocs and Capital One. The service includes foundation models, accelerated computing, expert support, and a partner ecosystem to drive AI innovation.
Machine-learning models can improve fairness by introducing randomization, preventing systemic injustices in resource allocation. Researchers from MIT and Northeastern University present a framework for introducing randomization without sacrificing efficiency or accuracy.
Recent papers explore out-of-distribution generalization on graph data, addressing the challenge through invariance and causal intervention. Graph machine learning's importance lies in its diverse applications and representation of complex systems.
AI text summarization is effective for condensing emails and research papers. Two approaches are using AI services or in-house programming for flexibility.
Amazon Bedrock offers a managed service with leading AI models for generative AI applications, enhancing document processing workflows with automation and reliability. By using Anthropic Claude 3 Sonnet on Amazon Bedrock, organizations can achieve efficient data extraction from scanned documents, driving business transformation and competitiveness.
Mend.io leverages Anthropic Claude on Amazon Bedrock to automate CVE analysis, reducing 200 days of manual work and providing higher quality verdicts. This showcases the transformative potential of AI in cybersecurity and highlights challenges and best practices for integrating large language models into real-world applications.
MIT graduate students Sheriff and Cao are using machine learning to decode short-range order in metallic alloys, crucial for developing high-entropy materials with superior properties. Their work offers a new approach to tailor material properties in industries like aerospace and biomedicine.
Police had to improvise laws to charge a man spreading deepfake images of women. New legislation introduced to criminalize sharing AI-generated explicit images without consent.
OpenAI launches GPT-4o mini to replace GPT-3.5 Turbo in ChatGPT, offering multimodal capabilities and lower costs. The AI language model supports images, text, and audio interpretation, with a cost of 15 cents per million input tokens.
Amazon Bedrock offers FMs from top AI companies through a single API, enhanced by RAG for accurate responses. New metadata filtering feature improves retrieval process accuracy in Amazon Bedrock, supporting various vector store providers.
Meta (Facebook owner) cancels EU AI model release due to 'unpredictable' regulations. Llama model to be released in multimodal form for text, video, images, and audio.