News / #code Tag Code 287 articles archived under #code · RSS Sign in to follow Latent.Space news-outlet 15h ago [AINews] AI Engineer NYC: Gemini 4 Argon, Vals AI Benchmarks Gemini 4 Argon went GA today, but we already gave it title story 2 weeks ago and most benchmarks, like CursorBench, simply independently confirm their claims. 25 Google DeepMind official-blog 1d ago Gemini 4 Argon for Robotics Gemini 4 Argon marks a step change in physical understanding, code generation, and visual-semantic reasoning—unlocking new workflows across the robotics stack and accelerating progress toward physical AGI. You can see this leap in capability on the Embodied Reasoning (ERQA)… 21 TechCrunch — AI news-outlet 1d ago SpaceXSI bundles X Premium, Grok and Cursor into one subscription The new X Subscription combines X's paid features with AI tools like Grok and Cursor, offering plans ranging from $8 to $200 per month. 9 GitHub Blog — AI & ML official-blog 2d ago GitHub Copilot app for Beginners: How to teach Copilot about your codebase Learn how to add custom instructions and skills to your repository, use custom agents, and connect MCP servers like Playwright. The post GitHub Copilot app for Beginners: How to teach Copilot about your codebase appeared first on The GitHub Blog . 13 llama.cpp releases dev-tools 2d ago b11574: hexagon: optimize CPY/CONCAT — round 3, short-rows edition (#30341) hexagon: move the converting CPY in blocks of rows per DMA descriptor so short rows are not DMA-latency bound hex-cpy: cleanup cpy cursor handling hex-cpy-concat: introduce threaded dma/hvx gather-row helper Co-authored-by: Ruslan Karymov… 37 The Information — AI news-outlet 2d ago How Microsoft’s New Office Chief Fixed Copilot and Won Over Nadella In the summer of 2025, Microsoft was fielding customer complaints that its AI assistant, Copilot, was buggy and not good enough at automating work in Excel or PowerPoint. In response, Charles Lamanna, then a Microsoft president and rising star within the giant firm, went to CEO… 10 The Information — AI news-outlet 2d ago How Microsoft’s New Office Chief Fixed Copilot and Won Over Nadella In the summer of 2025, Microsoft was fielding customer complaints that its AI assistant, Copilot, was buggy and not good enough at automating work in Excel or PowerPoint. In response, Charles Lamanna, then a Microsoft president and rising star within the giant firm, went to CEO… 22 arXiv — Machine Learning research 2d ago KITE: A Knowledge-Injected Temporal Encoder for Time-Series Event Forecasting arXiv:2610.12738v1 Announce Type: new Abstract: Forecasting rare, high-cost events in multivariate time-series systems is hard because their precursors are seldom observed, so a purely data-driven model has little to learn from. The engineers who run these systems, however, hold… 27 arXiv — Machine Learning research 5d ago Visible Reasoning Is Not a Universal Optimizer: Persona- and Thinking-Dependent Effects in Analytics Code Generation arXiv:2610.10639v1 Announce Type: new Abstract: Visible Chain-of-Thought (CoT) is often treated as a broadly useful reasoning instruction, yet analytics code generation combines natural-language ambiguity, schema grounding, target-language constraints, and model-specific… 25 arXiv — Machine Learning research 5d ago Why On-Policy Distillation Sometimes Fails: Vanishing Learning Signals arXiv:2610.11247v1 Announce Type: new Abstract: On-policy distillation (OPD) enables effective capability transfer between language models, yet the mechanisms underlying its failures are not fully understood. Across code generation and mathematical reasoning, OPD with… 21 arXiv — NLP / Computation & Language research 5d ago SWE-Journey: Towards More Realistic Evaluation of Coding Assistants through Long-Horizon, Multi-Turn Interaction arXiv:2610.11559v1 Announce Type: new Abstract: Coding assistants such as Claude Code and Codex have become a major application of LLM agents, yet existing benchmarks remain far from real-world use, particularly in task horizon and interaction length. Code assistants require… 35 arXiv — NLP / Computation & Language research 5d ago Forms of LLM-Integrated Applications from LLM-Chats to Autonomous AI Agent System arXiv:2610.11899v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly embedded as components in software systems, marketed under labels such as chatbot, copilot, retrieval-augmented generation, workflow, coding agent and AI agent. Whether these labels… 36 arXiv — NLP / Computation & Language research 6d ago Large-scale Repository Engineering via Agent-Native Reusable Code Primitives arXiv:2610.09079v1 Announce Type: cross Abstract: Large language models equipped with development environments have moved code generation toward repository-scale construction, yet building complete repositories remains difficult because interacting modules, interfaces,… 26 r/LocalLLaMA community 6d ago Surface RTX Spark Dev Box: The Dev Box Built For Developers $5995 - Ships in November. N1X brand of GB10 Chip. Says it will have WSL out the door which I presume will be Ubuntu + Cuda beneath in addition to all the CoPilot/GitHub native stuff for Windows. Hopefully they have supply to saturate the market and put in pricing pressure.… 17 The Information — AI news-outlet 7d ago Microsoft Debuts New Windows PCs, Features Powered by On-Device AI Microsoft on Wednesday unveiled updates to Windows software and hardware that will allow Windows PCs to run more AI models locally, which the company said would bring down the cost of using Copilot and other AI agents for customers. The new announcements are part of Microsoft’s… 10 llama.cpp releases dev-tools 8d ago backup/allozaur-ui-shell-polish: ui : polish the shell The secondary button gets its own look back and the chat add button its own light surface. Pressable elements get a pointer cursor again, the font rendering smooths on the app shell, the root layout resolves its props probe through the providers' api url, and the agent skills… 10 arXiv — NLP / Computation & Language research 9d ago Are you Synthesizing or Recalling? Evaluating LLMs on Algorithmic Code Retrieval arXiv:2610.02438v1 Announce Type: cross Abstract: Large language models (LLMs) have demonstrated strong performance in code generation, where success depends on both recalling relevant algorithmic knowledge and reasoning about how to apply it. However, existing LLM pipelines are… 17 r/MachineLearning community 10d ago NeurIPS Workshops [D] Anyone going to WMHS, Physworld AI or Vercodegen? Would love to get to know some people beforehand!   submitted by   /u/navalsaras [link]   [comments] 34 r/MachineLearning community 15d ago Which coding tool should I buy? Claudepro / cursor or which one for 20$ [D] Hey all, i am an aspiring Al and ML engineer. In 4th year amid my placement season and the recent ML hackthon i have decided i am way behind the crowd and competition if I dont get one of this subscription. Many of them told me claude pro is worth it and stuff. For all the stuff… 17 GitHub Blog — AI & ML official-blog 19d ago GitHub Copilot app for Beginners: How to build custom workflows with canvases Describe the interface you need in plain English, then let the agent build a live surface you can both use and update—so you spend less time adapting to tools and more time getting work done. The post GitHub Copilot app for Beginners: How to build custom workflows with canvases… 8 Ars Technica — AI news-outlet 19d ago Microsoft stops insisting you need a "Copilot+ PC" Microsoft's new Surface laptops forego Copilot+ PC branding. 14 The Information — AI news-outlet 19d ago Microsoft Launches Revamped Copilot ‘Super App’ with Muse Competitor Microsoft on Friday launched a revamped version of its Copilot app that combines features that had previously been sold separately, including AI coding tools, features that automate tasks in Office 365, and an always-on “Autopilot” agent similar to Meta’s Muse. The overhaul is… 28 GitHub Blog — AI & ML official-blog 21d ago Rendering huge pull requests in the GitHub Copilot app How we rebuilt the diff surface in the GitHub Copilot app to open a million-line pull request with hundreds of inline review comments. The post Rendering huge pull requests in the GitHub Copilot app appeared first on The GitHub Blog . 9 The Information — AI news-outlet 21d ago Exclusive: Microsoft to Boost Copilot Discounts as It Launches AI ‘Super App’ Microsoft leaders told sales staff this week that it is authorizing steeper discounts of 30% to 50% on subscriptions of its Copilot AI software for corporate customers who commit to purchase a large number of seats and commit to additional payments based on their usage of… 30 The Information — AI news-outlet 22d ago New Data Show Anthropic, OpenAI and Other Upstarts Are Eating into Software Budgets We’ve been reporting for months about how companies are shifting some traditional software spending to Anthropic and OpenAI. New data from procurement software firm Zip provides further evidence. AI providers such as OpenAI, Anthropic, Cursor, and Sierra accounted for 8% of… 37 TechCrunch — AI news-outlet 23d ago Google’s $899 Googlebook is a bet that you’ll buy a new laptop for Gemini Google’s AI-native Googlebook ties Gemini to the cursor, dictation, widgets and other parts of the desktop experience. 31 arXiv — Machine Learning research 23d ago SWE-Proof: Can Language Models Resolve Real-World Issues with Machine-Checked Proofs? arXiv:2609.21190v1 Announce Type: new Abstract: Ensuring the correctness of LLM-generated code is a core challenge for modern software engineering. Benchmarks for agentic code generation check correctness with held-out test suites, which are inherently incomplete and… 17 arXiv — NLP / Computation & Language research 23d ago Reviser: Revision-Capable Text Generation via Autoregressive Cursor Actions arXiv:2609.20830v1 Announce Type: new Abstract: Revision-capable generation is appealing because it can insert or revise earlier content, but many non-autoregressive and edit-based approaches obtain this flexibility through repeated sequence-level computation. We propose… 11 r/LocalLLaMA community 26d ago Built this yesterday with Qwen3.8-Flash-Next (NVFP4, 262K context) on a single NVIDIA DGX Spark Planning, coding, testing = 8h total. Stack: VSCode Copilot in autopilot mode + SGLang Stats: ∼10k lines generated, ∼800k tokens consumed Sure, it's not GPT-6 Astra level, but for a 100% local ∼180B MoE running on a single DGX Spark at ∼35 tok/s. Not bad...   submitted by… 20 arXiv — Machine Learning research 26d ago Is It Still Worth Training a Classical Model in the Era of LLMs? A Crossover Benchmark on Tabular Data arXiv:2609.20218v1 Announce Type: new Abstract: Large language models can label a tabular row from a plain-English description with no training - a capability now shipping in mainstream spreadsheet tools such as Microsoft Copilot in Excel and Anthropic's Claude for Excel -… 27 The Information — AI news-outlet 27d ago Exclusive: OpenAI Hires Global Sales Chief From SpaceX and Two Senior Snowflake Salespeople OpenAI has hired Brian McCarthy from SpaceX’s Cursor unit as its new global sales chief, reporting to recently hired Chief Revenue Officer Dali Rajic, the AI firm said Thursday. In addition, two veteran sales executives from Snowflake, including a senior vice president who… 29 The Information — AI news-outlet 27d ago Same Flaw Found in Claude Code, Codex, Gemini CLI and GitHub Copilot While the AI industry ties itself in knots over models it thinks will pose security threats to the internet and perhaps to humanity itself, researchers are warning about flaws in AI coding agents from Anthropic, OpenAI, Google and Microsoft that pose immediate risk to… 8 arXiv — NLP / Computation & Language research 27d ago LangSelect: Cost-Aware Target-Language Routing for LLM Code Generation arXiv:2609.18959v1 Announce Type: new Abstract: LLM code-generation systems usually choose a target programming language before decoding and treat that choice as fixed. We show that, for language-flexible programming tasks -- tasks where several target languages are acceptable… 37 GitHub Blog — AI & ML official-blog 27d ago Migrating the GitHub Copilot runtime to Rust, using Copilot A rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took. The post Migrating the GitHub Copilot runtime to Rust, using Copilot appeared first on The GitHub Blog . 15 arXiv — Machine Learning research 28d ago Agentic Search Spaces for Tabular Machine Learning arXiv:2609.16309v1 Announce Type: new Abstract: Despite the rapid progress of LLM-based agents for planning, code generation, and debugging, their practical value for tabular machine learning remains underexplored. In this paper, we investigate a concrete use case: whether… 9 TechCrunch — AI news-outlet 29d ago Meta now lets AI agents handle the boring parts of WhatsApp Business setup A new WhatsApp Business MCP server lets developers use AI coding agents like Claude, Cursor, Codex, and ChatGPT to handle setup, messaging templates, testing, and troubleshooting. 19 Hugging Face Daily Papers research 29d ago Enabling Creative Exploration for Vibe Design Agents Abstract Separating design exploration from code generation via structured intermediate specifications enables diverse UI alternatives without altering downstream generation settings. Generated by thinkingmachines/Inkling-Small Vibe design agents turn natural-language briefs… 7 ElevenLabs official-blog 1mo ago Introducing voice, music, image, and video generation in the ElevenLabs MCP Generate voice, music, sound effects, images, and video from Claude, ChatGPT, or Cursor. Everything lands in your ElevenCreative workspace. 23 GitHub Blog — AI & ML official-blog 1mo ago GitHub Copilot app for Beginners: Using the diff, terminal, and browser Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot app for Beginners: Using the diff, terminal, and browser appeared first on The… 7 Vercel — AI dev-tools 1mo ago GitHub Copilot is now available in the AI SDK harness layer The AI SDK harness layer now supports GitHub Copilot through the official @ai-sdk/harness-github-copilot adapter. The harness layer lets your application run different coding agents through the same HarnessAgent interface, so you can switch agents without changing your… 28 arXiv — NLP / Computation & Language research 1mo ago X2-NativeCursor: Native-Token Text Progress Tracking for Incremental-Text Streaming Codec TTS arXiv:2609.09677v1 Announce Type: new Abstract: Incremental-text streaming text-to-speech (TTS) needs online text progress tracking for synchronized highlighting, interruption handling, and dialogue-history updates. Input text arrives before it is spoken, so text arrival alone… 37 arXiv — NLP / Computation & Language research 1mo ago $\Phi$-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them? arXiv:2609.10226v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated remarkable capabilities in reasoning and code generation, raising the prospect that they could assist in developing and optimizing the very infrastructure that powers them. However,… 36 TechCrunch — AI news-outlet 1mo ago Cognition hits $48B valuation, signaling investors believe AI coding is far from a winner-take-all market Cognition's valuation multiple is higher than Cursor's was before selling to SpaceX. 5 The Information — AI news-outlet 1mo ago Cognition Raised Over $2 Billion at a $48 Billion Valuation Cognition, the artificial intelligence startup behind the Devin coding assistant, has raised more than $2 billion at a $48 billion valuation including the new funding, nearly double its valuation in May, the company said Tuesday. The round shows coding agent startups are… 37 Hacker News — AI on Front Page community 1mo ago Show HN: Copperhead – Cursor for circuit boards Article URL: https://copperhead.sh/ Comments URL: https://news.ycombinator.com/item?id=49610059 Points: 208 # Comments: 81 15 The Information — AI news-outlet 1mo ago Seattle Times, Newsday Sue OpenAI, Microsoft Over Copyright Claims The parent companies of the Seattle Times and Newsday sued OpenAI and Microsoft, claiming that the tech companies violated copyrights by training on content from the two news organizations. “AI products like ChatGPT and CoPilot are touted as producers of content, but in fact… 9 r/LocalLLaMA community 1mo ago The models are fine, our toolings and methods are shit. I've hit again a point where me as a developer have to take a break from all this slop shit. Im a Developer for 13+ years and i loved it. But i fell for the slop trap. First it started with copilot and to be honest, that was pretty fine. Just assisting with your code in a small… 27 r/LocalLLaMA community 1mo ago Easy local Copilot with VS Code and Lemonade Not so long ago I wrote a guide on how to get GitHub Copilot running with a local model in Visual Studio Code. Since then Copilot subscriptions have got much more expensive, local models have got much more powerful and getting local Copilot up and running has got much easier. So… 6 arXiv — NLP / Computation & Language research 1mo ago GRACE: Graph-Grounded Reflective Agent Copilot Engine for Expert-in-the-Loop Knowledge Expansion arXiv:2609.04442v1 Announce Type: new Abstract: Large language models deployed in high-stakes settings frequently generate plausible but ungrounded claims. Standard retrieval-augmented generation (RAG) pipelines offer limited remedy, since they retrieve isolated passages without… 20 r/MachineLearning community 1mo ago I built a local-first hybrid router for AI Agent Skills (sub-20ms, zero tokens, runs on CPU) [P] If you use agentic workflows with custom skills or rules (Cursor rules, Claude Code slash commands, OpenCode, etc.), you have probably run into the routing trade-off: Stuff every skill definition into the system prompt (destroys your context window and degrades… 14 Page 1 of 6 · 287 articles Older →
