Listen to the article 4 min This audio is auto-generated. Please let us know if you have feedback. Dive Brief: Venture capital funding for digital health startups spiked in the first half of the year, but investment is continuing to concentrate in a smaller number of firms, according to research published Monday by Rock Health….
GPT-5.6 Sol and Claude Fable 5 are currently fighting for the frontier-model crown. Fable 5 holds a slight edge in general intelligence, while Sol hits back with stronger coding performance, faster execution and much lower pricing. In fact, GPT-5.6 Sol is priced closer to Claude Opus 4.8 than to Fable 5, which makes this comparison…
Accelerated computing has revolutionized industrial engineering, compressing simulation times from weeks to hours. Today’s remaining challenges sit in the end-to-end workflow surrounding the simulations: computer-aided design, meshing, simulation setup and debugging, as well as post-processing and generating summary reports of these processes. At GTC Taipei at COMPUTEX, NVIDIA and more than a dozen engineering software…
Flash Attention is a simple algorithm: tiled back-to-back matmuls with an online softmax algorithm in between. The algorithm fits in a few dozen lines of pseudocode. Yet Flash Attention 4’s production kernel is 2,875 lines, and the hardest part to get right isn’t the math. It’s the async execution and pipelining synchronization, all hand-derived from…
Bettina Vanover, Regulatory Compliance Principal at HealthEdge Most health plans approach regulatory deadlines in a sequential order. They establish separate implementation strategies and initiatives, prioritizing each program based on the looming compliance date. While this methodology is understandable, it also introduces inherent risks for rules that share workflow, data, governance and vendor dependencies. The uncertainty…
Neocloud provider QumulusAI said today that it will starting trading Thursday as a publicly traded company on Nasdaq under the ticker symbol QMLS via a direct listing. For those unfamiliar with the process, the typical initial public offering takes time and requires an investment banker, whereas a direct listing does not create new shares. Instead, existing…
# Introduction Most coding agents compete on how much they do for you. Claude Code manages sub-agents, plan mode, and permission flows out of the box. Cursor wraps an entire IDE around the model. The pitch is always some version of “more capability, less setup.” Pi does the opposite, and says so directly in its…
Reliability numbers are easy to publish. What’s hard is explaining what they mean: which failure domains the architecture actually covers, whether the provider controls the infrastructure at those layers, and what happens when something breaks at 3 a.m. Together runs inference for teams like Cursor, Decagon, Cartesia, and Yutori. We’ve been paged for most of…
AI assistants are quickly spreading across the surface layer of work. They draft emails, summarize meetings, and answer questions with impressive fluency. But in the places where businesses actually run, such as forecast calls, deal reviews, and operational standups, they rarely change outcomes. The problem is twofold. First, the context that business decisions depend on…
Qumulo partners with Databricks to unify governed access to data for AI and analytics by integrating OpenSharing with Qumulo NeuralSearch SEATTLE, July 16, 2026 — Qumulo today announced a partnership with Databricks, integrating Qumulo NeuralSearch with Databricks OpenSharing, the first open protocol to cover agent skills, AI models, and unstructured data. Customers can discover, query, and…