In this article, you will learn how the Model Context Protocol (MCP) standardizes the way AI applications connect to external tools and data sources, broken down across three levels of depth. Topics we will cover include: Why connecting models to external systems without a shared standard creates an integration problem that grows with every new…
Put simply, the conjecture addresses a fundamental question in graph theory: Would it be possible to find a set of cycles in any network of vertices and edges that traverses each individual edge exactly twice? The problem was formulated independently by several mathematicians in the 1970s. Since then, there have been many partial solutions for…
Featured projects TL;DR PyTorch now has a Cross-Repository CI Relay (CRCR) that automatically triggers and tracks CI in downstream repositories whenever a PR is opened or a commit is pushed against pytorch/pytorch. Results flow back to the PyTorch CI HUD, giving maintainers a single dashboard for both in-tree and cross-repository CI health — without requiring…
Mottsin Thomas, MD, Founder of bonmente Key Takeaways: Telepsychiatry and interventional psychiatry are both expanding rapidly, but existing virtual care workflows are not yet designed to integrate advanced treatment pathways. Current telepsychiatry platforms create a care gap by failing to identify, coordinate, and retain patients who could benefit from interventional treatments like TMS or esketamine….
Meta Platforms Inc. today launched a new flagship large language model optimized to power multi-agent automation workflows. Muse Spark 1.1 is available in the company’s Meta AI chatbot service and via an application programming interface. The Meta Model API, as it’s aptly called, will enable developers to embed the LLM in their custom software. The…
Context engineering is the practice of curating the content that goes into an AI agent’s context window. In Python projects, that may mean pinning your dependency manager in an instruction file, trimming irrelevant history, delegating heavy tasks to subagents, and more. By the end of this tutorial, you’ll understand that: The context window holds everything…
Nous Research, the open-source artificial intelligence startup backed by crypto venture firm Paradigm, released a new competitive programming model on Monday that it says matches or exceeds several larger proprietary systems — trained in just four days using 48 of Nvidia's latest B200 graphics processors. The model, called NousCoder-14B, is another entry in a crowded…
March 13, 2024 — Posted by the TensorFlow teamTensorFlow 2.16 has been released! Highlights of this release (and 2.15) include Clang as default compiler for building TensorFlow CPU wheels on Windows, Keras 3 as default version, support for Python 3.12, and much more! For the full release note, please click here.Note: Release updates on the…
AI agents help financial institutions scale operations with greater speed, consistency, and governance RALEIGH, N.C., July 10, 2026 — Abrigo has announced the Abrigo Agentic Platform Experience (APX), its new agentic platform designed to help financial institutions automate, orchestrate, and scale work across their growth and risk management functions. Launching in Q3 2026, Abrigo Agentic…
Computer vision automates paint defect inspection by using an RF-DETR object detection model to accurately locate and classify surface imperfections like scratches, bubbling, and orange peel. By integrating this model into Roboflow Workflows, manufacturers can easily deploy a scalable pipeline that automatically labels and counts defects to streamline quality control. Paint and protective coatings are…