Projects to Products

Transforming Topics into Research-Backed Insights

Co-STORM is a cutting-edge AI system that converts any topic into a comprehensive, research-backed article. It facilitates learning by simulating collaborative discussions among AI agents (experts and moderators) and organizes the findings into dynamic mind maps. Users can actively participate or passively observe while the system generates detailed, cited reports—making it ideal for academic research, market analysis, and complex decision-making.

2. Technology Used

• Language Models: GPT-4 variants for zero-shot prompting and discourse generation.

• Search and Retrieval: You.com API for grounded information retrieval.

• Framework: DSPy for efficient language model pipelines.

• Evaluation: Prometheus-2 for assessing report and discourse quality.

• Interactive Platform: A web application for real-time engagement.

Paper: Read More Live Product Preview: Co-STORM Interactive Platform

Samsung Introduces Home AI Innovations at CES 2025

Samsung unveiled its latest advancements in AI-powered home appliances at CES 2025, showcasing a new era of personalized, intelligent living under its SmartThings ecosystem.

The details:

• AI-Driven Appliances: Smart devices, including refrigerators, ovens, and vacuums, are now equipped with AI capabilities for personalized scheduling, cooking automation, and remote cleaning activation.

• Voice Recognition: Bixby can now distinguish between household members, tailoring responses and routines to individual preferences.

• Cooking Assistance: AI-integrated ovens provide step-by-step recipe guidance and adjust cooking settings automatically.

• Energy Optimization: Devices intelligently manage energy consumption based on user habits and schedules.

• SmartThings Integration: Seamless connectivity among appliances ensures effortless control from a central hub.

Why it matters:
Samsung's vision of interconnected, AI-powered homes promises to simplify everyday tasks, reduce mental load, and transform how we interact with technology. The integration of AI across its ecosystem positions Samsung as a leader in the shift from smart homes to truly intelligent living spaces.

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