TED SMRZR

Three Sigma is an AI research instrument that allows users to swiftly and effortlessly find the data they seek within documents, while also tracking the precise source of their responses. It can decrease the time invested in reading documents by as much as 90%. Additionally, it provides a complimentary solo mode and will shortly introduce reference tables and charts with GPT-4.

Pathway is a powerful data processing framework tailored for the AI age, enabling developers to effectively create stream processing pipelines in Python. It supports the management of live data sources like Kafka, APIs, cloud storage, and databases, making it perfect for real-time operational analytics, AI-driven insights, and event-processing applications. Users may choose Pathway for its capability to provide low-latency, high-throughput, and reliable data processing, along with its smooth integration with machine learning libraries and large language models (LLMs). Its intuitive Python framework also allows for quick prototyping and scalable deployment, which is beneficial for applications ranging from anomaly detection and time series analysis to live data enrichment and real-time monitoring.

The Stable Attribution tool helps users discover the creators of images used to train AI models. By uploading an image generated by Stable Diffusion, it identifies the original human-made source images along with their creators. Additionally, it enables users to share the creator's attribution link if it is available.