机器辅助翻译草稿 (Chinese) for "Pagination Response": The Pagination Response is a returned API object that describes how pagination 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 Pagination Response before sending article or definition data to PlatPhorm.”
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 "Story Summary Signal": The Story Summary Signal is a ranking or context signal that describes the story summary 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 Story Summary Signal helped the reader understand the article listing before opening the full story.”
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 "Data Loss Data Redaction": Data Loss Data Redaction is a security privacy control that removes sensitive values before data leaves a protected context for sensitive data exposure risk. It uses field rules, hashing, and safe logging so teams can share evidence without leaking secrets while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The security team used Data Loss Data Redaction when a report included private metadata, so the team could share evidence without leaking secrets before the risk review began.”
机器辅助翻译草稿 (Chinese) for "Related Story Field": The Related Story Field is a structured metadata field that describes the related 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 Related Story Field helped the reader understand the article listing before opening the full story.”
机器辅助翻译草稿 (Chinese) for "Polymathic Chemistry": In Polymaths, Chemistry is treated as one domain in a wider multidisciplinary practice, connected through figures such as Ibn Sina (Avicenna), Marie Curie.
“示例草稿: Polymathic chemistry becomes more powerful when it connects with other domains instead of remaining isolated.”
机器辅助翻译草稿 (Chinese) for "Agent Session Resource": The Agent Session Resource is a readable MCP resource 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 Agent Session Resource to understand which PlatPhorm tools were safe to call for article discovery.”
机器辅助翻译草稿 (Chinese) for "Editorial Safety Evidence": The Editorial Safety Evidence is a supporting record 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 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 "First Principles Thinking Practice: Create new solutions by reasoning up": A practice rule for First Principles Thinking: Create new solutions by reasoning up from basics.
“示例草稿: The learner applied this first principles thinking practice during a cross-domain study session.”
机器辅助翻译草稿 (Chinese) for "Dunning-Kruger Effect": The less a person knows about a thing, the more they believe they know. While in that state they estimate that difficult tasks are much easier than they actually are. The more they learn the more they know they don't know and the more accurate their gauge of difficulty
“示例草稿: Watching an expert, the layman thought it looked so easy, he picked it up himself and failed spectacularly. The Duning Kruger Effect in full swing, he learned more and became less insulting to those with skills he could not yet glean.”
机器辅助翻译草稿 (Chinese) for "Alignment Fallback Path": Alignment Fallback Path is a ai resilience pattern that keeps an AI feature useful when a provider or tool is unavailable for model behavior shaping and policy fit. 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 Alignment Fallback Path when the assistant needed a safer answer style, so the team could avoid fake AI success before the agent workflow reached production.”
机器辅助翻译草稿 (Chinese) for "Trusted Domain Snapshot": The Trusted Domain Snapshot is a point-in-time view for the trusted domain portion of the PlatPhorm News network graph. It helps operators, readers, and AI agents understand how domains, article surfaces, APIs, and services relate to the root platform.
“示例草稿: The Trusted Domain Snapshot made it clear which part of the PlatPhorm graph handled feeds, article pages, and service discovery.”
机器辅助翻译草稿 (Chinese) for "Story ID Field": The Story ID Field is a structured metadata field that describes the story id 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 Story ID Field helped the reader understand the article listing before opening the full story.”
机器辅助翻译草稿 (Chinese) for "Security Flag": The Security Flag is a review marker that supports trust decisions around security 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 Security 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 "Data Loss Phishing Resistance": Data Loss Phishing Resistance is a security identity control that reduces success of credential theft attacks for sensitive data exposure risk. It uses passkeys, hardware-backed factors, and origin checks so teams can protect sign-in flows while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The security team used Data Loss Phishing Resistance when a report included private metadata, so the team could protect sign-in flows before the risk review began.”
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 "Feed Discovery Filter": The Feed Discovery Filter is a selection constraint 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 Filter surfaced the most relevant article listing from the PlatPhorm feed.”
机器辅助翻译草稿 (Chinese) for "Systems Thinking Development Practice: Practice mapping the systems in": A recommended development practice for Systems Thinking: Practice mapping the systems in your daily life.
“示例草稿: Polymaths recommends this practice as a concrete way to build systems thinking.”
机器辅助翻译草稿 (Chinese) for "Search Boost Result": The Search Boost Result is a returned discovery item for finding search boost 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 Search Boost Result surfaced the most relevant article listing from the PlatPhorm feed.”