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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. I stopped building prospect lists from scratch

    Perplexity Computer has launched a new AI-powered tool that acts as a general contractor for research tasks, unifying various AI capabilities to deliver finished artifacts. The tool, demonstrated by its ability to create a real-time dashboard tracking AI newsletter sponsorship spending, can process complex requests without user intervention in model selection or coding. This capability aims to eliminate the bottleneck of manual data gathering and analysis, allowing users to focus on identifying valuable research questions. AI

    I stopped building prospect lists from scratch

    IMPACT Automates complex research and data analysis, enabling users to focus on identifying valuable questions rather than manual data gathering.

  2. Future Me Has Receipts: Building circleback

    This article discusses the development of CircleBack, a personal AI assistant designed to help users manage their digital lives. The author details the technical challenges and architectural decisions involved in building such a system, emphasizing the importance of user control and data privacy. The piece highlights the potential of AI to augment personal productivity and organization. AI

    Future Me Has Receipts: Building circleback

    IMPACT Details the creation of a personal AI assistant, offering insights into the development of tools for enhanced digital organization and productivity.