AI assistants

  • Ford to Integrate AI Assistants in Cars by 2026


    Ford is getting ready to put AI assistants in its carsFord is planning to integrate AI assistants into its vehicles by 2026, as announced at the Consumer Electronics Show in Las Vegas. The AI system aims to personalize the driving experience by seamlessly connecting intelligence between a user's phone and vehicle, offering features like assessing if an item will fit in a truck bed through a photo. Initially, the AI assistant will be available in Ford and Lincoln smartphone apps, with a full integration into new or refreshed vehicle models expected by 2027. This technological advancement signifies a shift towards more personalized and intelligent automotive experiences, enhancing convenience and functionality for drivers.

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  • Kindly: Open-Source Web Search MCP for Coders


    Arguably, the best web search MCP server for Claude Code, Codex, and other coding toolsKindly, a newly open-sourced Web Search MCP server, addresses the limitations of existing search tools by providing comprehensive context for debugging complex issues. Unlike standard search MCPs that offer minimal snippets or cluttered HTML, Kindly intelligently retrieves and formats content using APIs for platforms like StackOverflow, GitHub, and arXiv. This allows AI coding assistants to access full, structured content without additional tool calls, effectively mimicking the research process of a human engineer. By enhancing the retrieval process, Kindly supports tools such as Claude Code, Codex, and Cursor, making it a valuable asset for developers seeking efficient problem-solving resources. This matters because it significantly improves the efficiency and accuracy of AI coding assistants, making them more effective in real-world debugging scenarios.

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  • LG’s CLOiD Robot: A Step Towards Zero Labor Homes


    LG’s CLOiD robot can load the washer for you, slowlyLG introduced its CLOiD robot at CES 2026, showcasing its ability to perform household tasks like loading a washer or dryer, albeit at a slow pace. Demonstrated during LG's keynote, CLOiD used its animated features and five-finger hands to handle tasks such as loading a towel into a washing machine and delivering water to a presenter. CLOiD is part of LG's vision for a "zero labor home," with potential capabilities including grabbing items from the fridge and folding clothes. While the robot's market availability remains uncertain, its demonstration highlights LG's commitment to integrating robotics into everyday life, aiming to enhance convenience and efficiency in household chores. This matters because it represents a significant step towards automated home assistance, potentially transforming how household tasks are managed and improving quality of life.

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  • KaggleIngest: Streamlining AI Coding Context


    [P] KaggleIngest—Provide Rich Competition Context to AI Coding AssistantsKaggleIngest is an open-source tool designed to streamline the process of providing AI coding assistants with relevant context from Kaggle competitions and datasets. It addresses the challenge of scattered notebooks and cluttered context windows by extracting and ranking valuable code patterns, while skipping non-essential elements like imports and visualizations. The tool also parses dataset schemas from CSV files and outputs the information in a token-optimized format, reducing token usage by 40% compared to JSON, all consolidated into a single context file. This innovation matters because it enhances the efficiency and effectiveness of AI coding assistants in competitive data science environments.

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  • AIfred Intelligence: Self-Hosted AI Assistant


    I built AIfred-Intelligence - a self-hosted AI assistant with automatic web research and multi-agent debates (AIfred with upper "i" instead of lower "L" :-)AIfred Intelligence is a self-hosted AI assistant designed to enhance user interaction with advanced features like automatic web research and multi-agent debates. It autonomously conducts web searches, scrapes sources, and cites them without manual input, while engaging in debates through three AI personas: AIfred the scholar, Sokrates the critic, and Salomo the judge. Users can customize system prompts and choose from various discussion modes, ensuring dynamic and contextually rich conversations. The platform supports multiple functionalities, including vision/OCR tools, voice interfaces, and internationalization, all running locally with extensive customization options for large language models. This matters because it demonstrates the potential of AI to autonomously perform complex tasks and facilitate nuanced discussions, enhancing productivity and decision-making.

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  • Waymo Tests Gemini AI in Robotaxis


    Waymo is testing Gemini as an in-car AI assistant in its robotaxisWaymo is exploring the integration of Google's Gemini AI chatbot into its robotaxis to enhance rider experience by providing helpful information and managing certain in-cabin functions. The AI assistant, designed to be a friendly and unobtrusive companion, can answer general questions, control features like climate and lighting, and offer reassurance to passengers. However, it avoids discussing real-time driving actions and is distinct from the autonomous driving technology itself. While not yet publicly available, the assistant is part of Waymo's ongoing efforts to make autonomous rides more seamless and enjoyable, similar to Tesla's integration of AI assistants in its vehicles. This development matters as it highlights the increasing role of AI in improving user experience in autonomous vehicles, potentially setting new standards for future transportation.

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