Tags: large language models*

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  1. Arc Institute develops Evo 2, the largest AI model in biology to date, trained on over 9.3 trillion nucleotides from 128,000 genomes. It can identify disease-causing mutations and design new genomes, with applications in genetic analysis and engineering treatments.

  2. Augment Code is an AI coding assistant aimed specifically at professional software engineers and large codebases, offering features like project summaries, code improvements, and real-time code completions. It is designed to enhance productivity by understanding the context and style of your project, providing useful suggestions and improvements.

    2025-02-20 Tags: , , , , by klotz
  3. A simple project demonstrating Retrieval Augmented Generation (RAG) using SQLite, sqlite-vec, and OpenAI. It embeds text files, stores them in a SQLite database, and retrieves relevant documents using vector search. The project features lightweight single-file SQLite databases, vector search capabilities, and OpenAI integration for embeddings and chat responses.

  4. Sawmills AI has introduced a smart telemetry data management platform aimed at reducing costs and improving data quality for enterprise observability. By acting as a middleware layer that uses AI and ML to optimize telemetry data before it reaches vendors like Datadog and Splunk, Sawmills helps companies manage data efficiently, retain data sovereignty, and reduce unnecessary data processing costs.

  5. The NVIDIA Jetson Orin Nano Super is highlighted as a compact, powerful computing solution for edge AI applications. It enables sophisticated AI capabilities at the edge, supporting large-scale inference tasks with the help of high-capacity storage solutions like the Solidigm 122.88TB SSD. This review explores its use in various applications including wildlife conservation, surveillance, and AI model distribution, emphasizing its potential in real-world deployments.

  6. Humane has announced that its AI Pin will be discontinued as HP acquires most of its assets for $116 million. The acquisition marks the end of the startup's attempt to replace smartphones with the AI Pin, which faced criticism and logistical issues. HP will utilize Humane's engineers, product managers, and technology such as the CosmOS AI operating system to enhance its own products.

    2025-02-19 Tags: , , , by klotz
  7. Exo software is a distributed LLM solution that allows running large language models on a cluster of computers, smartphones, or single board computers without needing expensive hardware like multiple GPUs. It supports various models, features dynamic model partitioning, zero manual configuration, a ChatGPT-compatible API, and operates in a peer-to-peer architecture.

    2025-02-19 Tags: , by klotz
  8. Jeff Dean discusses the potential of merging Google Search with large language models (LLMs) using in-context learning, emphasizing enhanced information processing and contextual accuracy while addressing computational challenges.

  9. This tutorial demonstrates how to perform semantic clustering of user messages using Large Language Models (LLMs) by prompting them to analyze publicly available Discord messages. It covers methods for data extraction, sentiment scoring, KNN clustering, and visualization, emphasizing faster and less effort-intensive processes compared to traditional data science approaches.

  10. The New York Times is reportedly encouraging newsroom staff to use AI tools to suggest edits, headlines, and interview questions. The outlet has introduced a tool called Echo for summarizing articles and briefings, with editorial guidelines in place to ensure AI is used responsibly. The Times emphasizes that journalism remains under human control, with AI serving as a support tool.

    "Alongside Echo, other AI tools apparently greenlit for use by The Times include GitHub Copilot as a programming assistant, Google Vertex AI for product development, NotebookLM, the NYT’s ChatExplorer, OpenAI’s non-ChatGPT API, and some of Amazon’s AI products."

    2025-02-17 Tags: , , by klotz

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