Neil Rimer, the venture capitalist who co-founded Index Ventures, predicts the historic wealth AI is generating in Silicon Valley will have to be redistributed, voluntarily or involuntarily.
From AI workflows to battery life and security, here's what it's really like to live with Vertu's luxury foldable every day.
Databricks has remade its image into an AI company and has published research on the cost savings of open weight AI models for coding.
The Copilot usage metrics REST API now reports repository-level activity. Two new endpoints return a daily, per-repository breakdown of pull request activity for Copilot coding agent and Copilot code review.… The post Repository-level GitHub Copilot usage metrics generally available appeared first on The GitHub Blog .
The Copilot usage metrics API now reports the GitHub Copilot app usage in the enterprise and organization 1-day and 28-day reports. This gives enterprise and organization admins visibility into the… The post GitHub Copilot app now available in the usage metrics API appeared first on The GitHub Blog .
Large Language Models (LLMs) perform differently on identical programming tasks when prompted in different natural languages, a phenomenon known as language bias. While this behavior has been widely studied for general text generation, its impact on code generation quality and programming conventions remains largely unexplored. We investigate how the language used to describe programming tasks affects the source code generated by GPT-4o mini, DeepSeek, and Claude.
Cross-modal learning, i.e., learning to predict one modality from another, is a fundamental mechanism for self-supervision via leveraging multimodality. Many practical applications, e.g., deploying a household robot, involve devices that are equipped with a rich set of sensors that enable multimodal sensing in their test environment. This presents an opportunity to apply cross-modal learning to the multimodal data sensed by these devices to learn representations.
Qubes OS is a revealing case for security measurement because its architecture makes component boundaries security-relevant. We present a protocol-driven longitudinal analysis of 109 public Qubes Security Bulletins (QSBs, 2011--2025), the official Qubes-maintained Xen Security Advisory (XSA) tracker, and a secondary vulnerability-event sensitivity series. The study measures the public advisory record rather than latent vulnerability incidence or realized compromise.
# Best Open Source LLM [2026]: DeepSeek V4 Hits 80.6%. For the first time, the best open source LLM you can download and self-host is not a distant runner-up to the closed frontier — it is trading blows with it. In the first half of 2026, a wave of open-weight releases from Chinese labs pushed real-world coding and reasoning scores to within a few points of GPT-5.5 and Claude Opus 4.8, at a fraction of the price. Vellum’s open-LLM leaderboard now shows the leading open model, **DeepSeek V4-Pro**
# Best AI Coding Tools in 2026: Claude Code, Cursor, Copilot, Windsurf, and Codex — Ranked. Compare the 6 best AI coding tools in 2026: Claude Code, Cursor, Copilot, Windsurf, Codex CLI, and Aider. The best AI coding tool in 2026 depends entirely on one thing: what kind of work you're doing. If you're refactoring a 50,000-line codebase solo at 2am, that's a different problem from writing boilerplate inside your IDE, shipping enterprise features under compliance constraints, or running a side pro
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