机器辅助翻译草稿 (Chinese) for "Polymathic Design": In Polymaths, Design is treated as one domain in a wider multidisciplinary practice, connected through figures such as Buckminster Fuller.
“示例草稿: Polymathic design becomes more powerful when it connects with other domains instead of remaining isolated.”
机器辅助翻译草稿 (Chinese) for "Polymathic Engineering": In Polymaths, Engineering is treated as one domain in a wider multidisciplinary practice, connected through figures such as Leonardo da Vinci, Buckminster Fuller, Gottfried Wilhelm Leibniz, Zhang Heng.
“示例草稿: Polymathic engineering becomes more powerful when it connects with other domains instead of remaining isolated.”
机器辅助翻译草稿 (Chinese) for "Related Term Result": The Related Term Result is a returned discovery item for finding related term 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 Related Term Result surfaced the most relevant article listing from the PlatPhorm feed.”
机器辅助翻译草稿 (Chinese) for "Interleaved Practice Practice: Embrace the difficulty—it indicates deeper processing": A practice rule for Interleaved Practice: Embrace the difficulty—it indicates deeper processing is occurring.
“示例草稿: The learner applied this interleaved practice practice during a cross-domain study session.”
机器辅助翻译草稿 (Chinese) for "Source Review Step": The Source Review Step is a process stage used in PlatPhorm News editorial operations for source review 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 Source Review Step to decide whether the article listing was ready for publication.”
机器辅助翻译草稿 (Chinese) for "Search API Payload": The Search API Payload is a request or message body that describes how search api 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 Search API Payload before sending article or definition data to PlatPhorm.”
机器辅助翻译草稿 (Chinese) for "Tool Call Tool": The Tool Call 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 Tool Call Tool to understand which PlatPhorm tools were safe to call for article discovery.”
机器辅助翻译草稿 (Chinese) for "Moderator Decision Evidence": The Moderator Decision Evidence is a supporting record that supports trust decisions around moderator decision 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 Moderator Decision Evidence 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 "Vulnerability Abuse Throttle": Vulnerability Abuse Throttle is a security anti-abuse control that slows or blocks suspicious repeated behavior for weakness tracking and remediation. It uses rate limits, reputation signals, and challenge steps so teams can protect public access without a login wall while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The security team used Vulnerability Abuse Throttle when a scanner found a critical issue, so the team could protect public access without a login wall before the risk review began.”
机器辅助翻译草稿 (Chinese) for "Feed Discovery Ranking": The Feed Discovery Ranking is a ordering method for finding feed discovery 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 Feed Discovery Ranking surfaced the most relevant article listing from the PlatPhorm feed.”
机器辅助翻译草稿 (Chinese) for "LessWrong": LessWrong is a community in the Polymaths resource set. Interdisciplinary community for rationality, science, and philosophy discussion.
“示例草稿: LessWrong can support a learner building a polymathic practice in Rationality.”
机器辅助翻译草稿 (Chinese) for "Agent Fallback Path": Agent Fallback Path is a ai resilience pattern that keeps an AI feature useful when a provider or tool is unavailable for tool-using assistant workflows. It uses degraded states, deterministic responses, and operator notices so teams can avoid fake AI success while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The AI platform team used Agent Fallback Path when an agent moved from search to action, so the team could avoid fake AI success before the agent workflow reached production.”
机器辅助翻译草稿 (Chinese) for "Education Context": The Education Context is a topic framing that organizes education 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 Education Context helped group related PlatPhorm articles, sites, and services under the same subject area.”
机器辅助翻译草稿 (Chinese) for "Polymaths MCP search_polymaths": 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 search_polymaths when interacting with Polymaths as an agent-readable learning service.”
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 "Polymaths MCP get_route_compliance": 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_route_compliance when interacting with Polymaths as an agent-readable learning service.”
机器辅助翻译草稿 (Chinese) for "Related Term Ranking": The Related Term Ranking is a ordering method for finding related term 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 Related Term Ranking surfaced the most relevant article listing from the PlatPhorm feed.”
机器辅助翻译草稿 (Chinese) for "Human Approval Run": The Human Approval Run is a execution instance 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 Human Approval Run to understand which PlatPhorm tools were safe to call for article discovery.”
机器辅助翻译草稿 (Chinese) for "Top Story Link": The Top Story Link is a navigational reference that describes the top story 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 Top Story Link helped the reader understand the article listing before opening the full story.”
机器辅助翻译草稿 (Chinese) for "Uptime Log": The Uptime Log is a recorded event stream used to observe uptime 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 Uptime Log after an article feed stopped updating.”