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News


gigazine.net > gsc_news > en > 20260914-cognition-fusion

Fusion, a harness that maximizes the performance of GPT-6 Astra and Claude Fable, has been released, offering performance equivalent to using Claude Code or Codex while reducing costs by up to 39%.

13+ hour, 27+ min ago   (174+ words) Cognition, the developer of the AI agent 'Devin,' has developed 'Fusion,' a harness that enhances the performance of OpenAI's 'GPT-6 Astra' and Anthropic's 'Claude Fable.' Introducing Fusion in Devin Desktop & CLI | Cognition Fusion maintains high performance through the idea of…...


gigazine.net > gsc_news > en > 20260910-jellyfin-release-12

Jellyfin 12.0, which allows you to stream videos, music, and ebooks for free at home or on the go, has been released, and finally, support for books and comics has been improved.

4+ day, 18+ hour ago   (515+ words) Jellyfin is an open-source content management system that allows you to stream videos, images, music, books, and other content stored on your PC to other PCs, smartphones, or tablets. Version 12.0 of Jellyfin was released on September 7, 2026. Jellyfin 12.0 | Jellyfin https://jellyfin.org/posts/jellyfin-release-12.0/ Jellyfin…...


gigazine.net > gsc_news > en > 20260909-xiaomi-mimo-desktop

Xiaomi begins beta testing of its AI desktop agent, 'Xiaomi MiMo Desktop'.

5+ day, 10+ hour ago   (198+ words) Xiaomi, a major Chinese technology company, has begun beta testing of its AI desktop agent, ' Xiaomi MiMo Desktop.' Xiaomi MiMo Desktop The newly released Xiaomi MiMo Desktop is an app that supports office tasks such as document creation and creative…...


gigazine.net > gsc_news > en > 20260907-github-copilot-hydrafusion

GitHub Copilot has released 'HydraFusion,' a tool that automatically switches between multiple AI models, achieving a 67% cost reduction and a 4.9-point score improvement compared to Claude Opus 5 in TerminalBench 2.1.

1+ week, 10+ hour ago   (393+ words) On September 4, 2026, GitHub announced ' Project HydraFusion ' as a research preview for GitHub Copilot, which uses multiple AI models depending on the task. According to GitHub's evaluation, in TerminalBench 2.1, it reduced estimated costs by 67% compared to Claude Opus 5, while also increasing…...


gigazine.net > gsc_news > en > 20260907-ai-coding-cost-efficient

GitHub has published a case study showing that shortening the output of AI agents to reduce costs can actually increase costs. How can we effectively improve cost efficiency?

1+ week, 19+ hour ago   (1144+ words) When using an AI coding agent, efficiency is just as important as output quality, and completing tasks quickly, efficiently, and in the right context leads to increased efficiency. In other words, the goal should be to advance tasks by leveraging…...


gigazine.net > gsc_news > en > 20260906-herdr

'Herdr' allows you to manage multiple AI agents from a single terminal.

1+ week, 1+ day ago   (292+ words) When assigning tasks to multiple AI agents simultaneously, such as herdrdev/herdr: the runtime your coding agents live on ◆How to use Herdr Open any command prompt, navigate to the project folder, and run the 'herdr' command. Herdr will start…...


gigazine.net > gsc_news > en > 20260902-gemini-agentic-video

Gemini introduces 'Agentic Video Understanding,' a video analysis tool that automates video analysis, generating detailed and inexpensive answers by repeatedly transcribing and re-checking long videos.

1+ week, 5+ day ago   (777+ words) On September 1, 2026, Google DeepMind announced 'Agentic Video Understanding,' a new feature that enables Gemini to autonomously analyze videos. Gemini searches for necessary scenes in a video based on the question, and constructs an answer by reviewing the video and checking…...


gigazine.net > gsc_news > en > 20260901-openshot-4

OpenShot Video Editor, an open-source video editing software, has released 'OpenShot 4.0,' which represents the biggest creative workflow upgrade to date.

1+ week, 6+ day ago   (171+ words) The recording view provides real-time feedback before and during a session. You can check the microphone meter, preview the webcam, and view temporary clips displayed on the timeline during recording. ◆ Mask equipped with local AI It's possible to create masks…...


gigazine.net > gsc_news > en > 20260831-load-bearing-ai-vocabulary-github

'The load-bearing vocabulary of Claude' suggests that the language used on GitHub may be changing due to the influence of AI.

2+ week, 18+ hour ago   (221+ words) Many people now interact with chat AI and coding AI on a daily basis, and some may even say they spend more time chatting with AI than talking to humans. The website 'The load-bearing vocabulary of Claude' suggests that the…...


gigazine.net > gsc_news > en > 20260830-flint

Flint is a visualization intermediate language that enables AI agents to reliably generate expressive and visually appealing graphs from simple chart specifications that are easy for humans to understand. It supports 50 types of charts and can be rendered with Vega-Lite, ECharts, Chart.js, etc., and includes an MCP server.

2+ week, 1+ day ago   (134+ words) ◆Let's try creating a graph with Flint Let's try out how Flint generates graphs by accessing the ' The PREVIEW section displays a graph of the selected library, and the OUTPUT section displays data converted from the FLINT SPEC JSON to…...