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机器辅助翻译草稿 (Chinese) for "Spam Risk Flag": The Spam Risk Flag is a review marker that supports trust decisions around spam risk in PlatPhorm News. It helps reviewers and agents evaluate whether article listings, sources, domains, and links should be trusted, warned, or escalated.

“示例草稿: The Spam Risk Flag was attached to the listing so reviewers could judge the source before promoting the story.”

机器辅助翻译草稿 (Chinese) for "Output Guardrail Tool": The Output Guardrail Tool is a callable agent function used by AI agents and MCP clients when working with PlatPhorm News. It provides structured context so an agent can discover tools, inspect article listings, read resources, or perform safe platform actions.

“示例草稿: The agent relied on the Output Guardrail Tool to understand which PlatPhorm tools were safe to call for article discovery.”

机器辅助翻译草稿 (Chinese) for "Multidisciplinary Excellence": High-quality practice across several disciplines, especially when a learner can transfer methods, language, and insight from one domain into another.

“示例草稿: The Polymaths site frames multidisciplinary excellence as a learnable practice, not an innate gift.”

机器辅助翻译草稿 (Chinese) for "Finance Vertical": The Finance Vertical is a subject-area grouping that organizes finance coverage within PlatPhorm News. It connects domain nodes, article listings, topic feeds, and service routes so readers and agents can navigate by subject area.

“示例草稿: The Finance Vertical helped group related PlatPhorm articles, sites, and services under the same subject area.”

机器辅助翻译草稿 (Chinese) for "Update Check": The Update Check is a validation checkpoint used in PlatPhorm News editorial operations for update work. It clarifies how an article, listing, source, or definition moves from discovery to publication while remaining auditable.

“示例草稿: The editor used the Update Check to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Source Domain Snapshot": The Source Domain Snapshot is a point-in-time view that describes the source domain inside a PlatPhorm News article listing. It lets humans and agents scan stories quickly, compare sources, and choose whether to read the article or open its discussion.

“示例草稿: The Source Domain Snapshot helped the reader understand the article listing before opening the full story.”

机器辅助翻译草稿 (Chinese) for "Locale Contract": The Locale Contract is a interface agreement that describes how locale data moves through PlatPhorm News APIs and feeds. It standardizes requests, responses, article listing metadata, and dictionary payloads for both humans and software agents.

“示例草稿: The developer checked the Locale Contract before sending article or definition data to PlatPhorm.”

机器辅助翻译草稿 (Chinese) for "DNS Alert": The DNS Alert is a notification trigger used to observe dns across PlatPhorm News infrastructure. It helps operators verify that article listings, feeds, API routes, and network graph services are available, fresh, and healthy.

“示例草稿: The operations team reviewed the DNS Alert after an article feed stopped updating.”

机器辅助翻译草稿 (Chinese) for "Polymathic Invention": In Polymaths, Invention is treated as one domain in a wider multidisciplinary practice, connected through figures such as Benjamin Franklin, Thomas Jefferson, Blaise Pascal.

“示例草稿: Polymathic invention becomes more powerful when it connects with other domains instead of remaining isolated.”

机器辅助翻译草稿 (Chinese) for "Endpoint Secret Scanner": Endpoint Secret Scanner is a security preventive control that finds credentials before they spread for user device and server protection. It uses pattern matching, entropy checks, and allowlists so teams can stop accidental key exposure while keeping evidence, reliability, and public-safe operational boundaries clear.

“示例草稿: The security team used Endpoint Secret Scanner when a workstation reported suspicious activity, so the team could stop accidental key exposure before the risk review began.”

机器辅助翻译草稿 (Chinese) for "Polymaths MCP get_info": A public-safe MCP tool exposed by Polymaths for agent-readable access to educational content, discovery state, or learning workflows.

“示例草稿: An MCP client can inspect get_info when interacting with Polymaths as an agent-readable learning service.”

机器辅助翻译草稿 (Chinese) for "Syndication Step": The Syndication Step is a process stage used in PlatPhorm News editorial operations for syndication work. It clarifies how an article, listing, source, or definition moves from discovery to publication while remaining auditable.

“示例草稿: The editor used the Syndication Step to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "The Feynman Technique": Named after physicist Richard Feynman, this technique involves learning a concept by attempting to explain it in simple terms, as if teaching a child. The process reveals gaps in understanding and forces deeper comprehension. If you can't explain it simply, you don't understand it well enough.

“示例草稿: The Feynman Technique is presented by Polymaths as a practical methodology for transferable learning.”

机器辅助翻译草稿 (Chinese) for "Atom Feed Payload": The Atom Feed Payload is a request or message body that describes how atom feed data moves through PlatPhorm News APIs and feeds. It standardizes requests, responses, article listing metadata, and dictionary payloads for both humans and software agents.

“示例草稿: The developer checked the Atom Feed Payload before sending article or definition data to PlatPhorm.”

机器辅助翻译草稿 (Chinese) for "Tag Label Link": The Tag Label Link is a navigational reference that describes the tag label inside a PlatPhorm News article listing. It lets humans and agents scan stories quickly, compare sources, and choose whether to read the article or open its discussion.

“示例草稿: The Tag Label Link helped the reader understand the article listing before opening the full story.”

机器辅助翻译草稿 (Chinese) for "Publish Step": The Publish Step is a process stage used in PlatPhorm News editorial operations for publish work. It clarifies how an article, listing, source, or definition moves from discovery to publication while remaining auditable.

“示例草稿: The editor used the Publish Step to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Content Warning Score": The Content Warning Score is a numeric or qualitative rating that supports trust decisions around content warning in PlatPhorm News. It helps reviewers and agents evaluate whether article listings, sources, domains, and links should be trusted, warned, or escalated.

“示例草稿: The Content Warning Score was attached to the listing so reviewers could judge the source before promoting the story.”

机器辅助翻译草稿 (Chinese) for "Autodidact": A person who teaches themself

“示例草稿: With the depth of knowledge accessible to everyone she was astounded that so many people weren't interested, an autodidact she never stopped learning”

机器辅助翻译草稿 (Chinese) for "Graph Search Index": The Graph Search Index is a searchable catalog for finding graph search information in PlatPhorm News. It improves discovery across article listings, dictionary terms, domains, tags, sources, and AI-readable network metadata.

“示例草稿: The Graph Search Index surfaced the most relevant article listing from the PlatPhorm feed.”

机器辅助翻译草稿 (Chinese) for "Editorial Safety Badge": The Editorial Safety Badge is a visible trust marker that supports trust decisions around editorial safety in PlatPhorm News. It helps reviewers and agents evaluate whether article listings, sources, domains, and links should be trusted, warned, or escalated.

“示例草稿: The Editorial Safety Badge was attached to the listing so reviewers could judge the source before promoting the story.”