SpaceX IPO旨在利用其發射與星鏈優勢，跨界建構AI科技生態圈。此舉不僅重塑產業版圖，亦為台灣供應鏈及投資人帶來龐大商機。

Google Behind in AI Coding • OpenAI Going After Mom & Pop Ads • Samsung's Bonus Situation • Baby Yoda Slightly Scores • Hollywood's Coming YouTube 'Obsession' • Apple's Local AI Dreams • More...

AI-assisted coding tools are getting a meaningful upgrade. Cursor has released Composer 2.5, the latest version of its proprietary coding agent model, and the improvements go well beyond a version bump. Composer 2.5 is described as a substantial improvement in intelligence and behavior over its predecessor, Composer 2. It handles sustained work on long-running tasks […]

Cursorの独自モデル、また一段ギアを上げてきた。Cursorは、AIコーディングエディタのCursorが自社製エージェントモデル「Composer 2.5」を公開しました。前バージョンComposer 2と比べて長時間タスクの粘り強さ、複雑な指示への追従性、共同作業のしやすさ...

smhn.infoにアクセスすると、全文を読むことができます。

What's new? composer 2.5 is released on cursor with ai coding support using targeted reinforcement learning corrections; 25x synthetic training and behavioral calibration guide long-running tasks;

Cursor:
Cursor releases Composer 2.5, saying it's better at sustained work on long-running tasks and follows complex instructions more reliably; it's built on Kimi K2.5 — Composer 2.5 is now available in Cursor. — It's a substantial improvement in intelligence and behavior over Composer 2.

In the chat completions API format used by OpenAI, Anthropic, Google, and others, messages come in three roles: system, user, and assistant. The system message is the system prompt, it's processed first, with higher conceptual priority than user turns, and persists across the entire conversation.

What Goes in a System Prompt

• Persona, "You are a senior Go developer with expertise in…

Prompt engineering is the discipline of communicating effectively with large language models. Because LLMs are trained to predict plausible continuations of text, how you frame a request has an enormous impact on what you get back, the same underlying model can behave like an expert assistant or produce generic noise depending on prompt quality.

Foundational Techniques

Zero-Shot…

OpenHands (formerly OpenDevin) is an open-source platform for AI software engineering agents. Unlike Cursor or Windsurf which are IDEs with AI assistance, OpenHands is a platform where AI agents operate autonomously, writing code, executing shell commands, browsing the web, and iterating until a task is complete.

How OpenHands Works

OpenHands runs agents inside isolated Docker containers. The…

Windsurf (by Codeium) is an AI IDE that competes directly with Cursor. Its key differentiator is Cascade, an agentic system designed around "flows", coherent multi-step coding sessions where the agent understands and remembers what it has done across many tool calls, rather than treating each interaction as isolated.

Cascade: The Core Agent

Cascade has simultaneous awareness of:

• Your…

GitHub Copilot, launched in 2021 and built on OpenAI Codex (later GPT-4), was the first AI pair programmer to reach mainstream adoption. It integrates as an extension into VS Code, JetBrains, Neovim, and Visual Studio, making it the broadest-reaching AI coding tool by editor support.

Core Capabilities

• Inline completions, suggests the next line or block as you type, shown as ghost text
  *…

Ollama makes running open-source LLMs as straightforward as running a Docker container. You pull a model, and it starts serving a local REST API that your code can call, no cloud, no API key, no per-token billing.

How It Works

Ollama bundles model weights, a Go-based runtime, and a simple model definition format (Modelfiles) into a single binary. When you run ollama run llama3.2, it downloads…

Model Context Protocol (MCP) is an open standard introduced by Anthropic in late 2024 that defines a universal way for large language models to communicate with external systems, files, databases, APIs, and developer tools, without requiring custom integrations for every combination.

The Problem MCP Solves

Before MCP, every AI application had to build its own integrations: Cursor connected to…

Este pasado fin de semana David Sierra y yo estuvimos hablando en Cruce de cables de RNE de los actos de una inteligencia artificial que empezó a actuar por su cuenta y que, aunque no llegó a matar a nadie como HAL 9000, seguro que estuvo a punto de provocar algún infarto.

El programa con mi intervención está disponible aquí:

• Código abierto [a partir de 17:40].

El asunto viene de que…

たった9秒で、本番データベースが削除。AnthropicのClaude Opus 4.6を使ったAIコーディング支援エディタ「Cursor」のエージェントが、レンタカー事業者を中心とするレンタル事業者向けSaaS企業PocketOSの本番DBとボリューム単位のバックアップを削除す...

smhn.infoにアクセスすると、全文を読むことができます。

Who doesn’t want an AI to pump out more code in minutes than a human might write in a month? Who doesn’t like magic? That’s what the hype around vibe coding has asked of developers and business users alike since its inception.

But now the tools might have matured enough to deliver.

Yes, cautious leaders are right in wondering, “What’s the catch? Is this a trap?” After all, the AIs learned to…

A misconfigured server linked to the carding marketplace Jerry’s Store exposed 345,000 stolen credit cards after an AI coding error caused a major security flaw.

You can’t make this crap up. You just wish you could. Jer Crane, founder of the small vertical software company, PocketOS, reported on X that the AI Cursor coding agent and a Railway backup misconfiguration combined to briefly wipe out the company’s car‑rental customer production data. Not some of the data. All of it. That’s […]

Elon Musk’s SpaceX has struck a deal with artificial intelligence (AI) coding sensation Cursor that gives SpaceX the right to acquire the startup for $60 billion later this year or, alternatively, pay $10 billion for a collaborative partnership. The announcement, made Tuesday via Musk’s social media platform X, positions the newly formed “SpaceXAI” to challenge […]

AI 程式編寫新創 Cursor 與 SpaceX、xAI 策略合作。SpaceX 可注資百億或以六百億美元收購。Cursor 將利用 xAI Colossus 叢集解決其模型訓練的算力瓶頸。

Cursor買収へ？SpaceXが、AIコーディングツール「Cursor」と組んで「世界最高のコーディング/知識労働AI」を作ると発表。しかも年内に600億ドル（約9.6兆円）でCursorを買収する権利付き、買収しない場合には共同作業の対価として100億ドルを支払うという条件ま...

smhn.infoにアクセスすると、全文を読むことができます。

Cursor partners with SpaceX to scale AI training using large compute infrastructure, advancing its Composer coding models and enabling a $60B acquisition option or $10B investment deal.

The post Cursor Taps SpaceX Power: $60B Buyout Option And $10B Deal Fuel AI Compute Race appeared first on Metaverse Post.

Elon Musk’ın yapay zeka şirketi xAI’ın sahibi olduğu SpaceX ile yapay zeka platformu Cursor sürpriz bir duyuru gerçekleştirdi. Elon Musk’ın özel uzay şirketi resmi X hesabı üzerinden yaptığı açıklamada, “İki şirket dünyanın en iyi yapay zeka sistemlerini geliştirmek için güçlerini birleştirdi. Cursor’ın yazılım mühendisleri arasındaki popülerliği ile SpaceX’in çok güçlü Colossus süper bilgisayarı…

The Eclipse Foundation launches a paid Open VSX Managed Registry to help industry partners sustainably fund the infrastructure behind VS Code extensions.

เปิดตัว Cursor 3.0 ออกแบบ UI ใหม่สำหรับยุค Agent หลายตัวทำงานขนานกัน

Body

Anysphere เปิดตัวบริการช่วยเขียนโค้ด Cursor เวอร์ชัน 3.0 ถือเป็นการอัพเกรดใหญ่นับจาก Cursor 2.0 เมื่อเดือนตุลาคม 2025

ของใหม่ใน Cursor 3.0 คือระบบ UI แบบใหม่ที่เขียนขึ้นมาใหม่ทั้งหมดเพื่อรองรับ workflow ของการเขียนโค้ดในยุค AI ต่างจากของเดิมที่ใช้ฐานมาจาก VS Code (อินเทอร์เฟซใหม่ยังไม่ได้บังคับใช้งาน…

What's new? Cursor 3 adds parallel agent execution, tabs and a new interface; it runs on local, remote, worktrees and cloud with commands for worktree tasks and model comparison;

Compare the top 7 real-time code collaboration tools in 2026, with features, pricing, and best use cases for dev teams.

3か月で倍、1年あまりで20倍。AIコードエディタ「Cursor」を手がけるAnysphereの年換算売上（ランレート）が20億ドルを突破しました。Bloombergが3月2日に伝えたもので、TechCrunchも取り上げています。2月にこの水準へ到達し、直近3か月で倍増したとの...

smhn.infoにアクセスすると、全文を読むことができます。

Compare top AI refactoring tools for IDE, CI/CD, enterprise, and self-hosted needs.

Compare usage-, hybrid-, outcome-, and value-based AI pricing, industry examples, buyer challenges, and ways to balance predictability with value.