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AI summaries are a supporting feature that lets busy readers grasp an article before opening it and quickly decide whether it is worth reading now. They work together with Japanese title translation for international sources, scoring (recommendations) based on reader interests, and grouping of multiple outlets covering the same story (coverage comparison).

Summaries are generated from the RSS feeds and metadata (abstracts, descriptions, and OGP excerpts) that each outlet officially publishes. DevPick does not scrape, copy, or redistribute the full text of original web pages without permission. Instead, an LLM writes summaries and key points grounded in the abstracts provided by the publishers.

In the English display, article summaries and key points are shown in English. English summaries are generated in the same LLM call as the Japanese summaries, from the same grounding (the publisher's abstract), and are stored only if they pass the same checks as the Japanese summaries (such as rejecting years that the source does not mention or summaries that just copy the title).

For articles where no English summary was obtained this way, the existing Japanese summary is translated into English. Articles that still have no English summary show the Japanese summary even in the English display. On the web, article titles in the English display are shown as the original titles, without translation.

When a sufficient abstract (description) is not available from the publisher, DevPick generates an "estimated summary" that infers the topic from the title and category alone.

Estimated summaries are clearly labeled "Estimated from title" on screen, and no unsupported details or key points are generated for them. To avoid showing inaccurate summaries to readers coming from search engines, these pages are also excluded from search engine indexing (noindex).

All reporting, writing, and copyright of the original content belong to each outlet and the authors of the original articles. DevPick shows the author or submitter of the original article on screen (for sites such as Hacker News, they are labeled as the submitter), with clear credit and a direct link to the publishing outlet.

All summary text provided by DevPick is generated automatically by algorithms and LLMs. We never falsely suggest that it has been reviewed, edited, or fact-checked by human editors or experts.

If you find a serious factual error, a misleading expression, or a rights issue in an AI summary, we will respond promptly.

Please send reports and correction requests, with the URL of the article, to oursupport contact (support@it-araiguma.com). After reviewing your report, we will re-analyze and update the AI summary, or unpublish the article or summary, as needed.