机器辅助翻译草稿 (Chinese) for "Tag Search Filter": The Tag Search Filter is a selection constraint for finding tag 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 Tag Search Filter surfaced the most relevant article listing from the PlatPhorm feed.”
机器辅助翻译草稿 (Chinese) for "Tool Call Resource": The Tool Call 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 Tool Call Resource to understand which PlatPhorm tools were safe to call for article discovery.”
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 "Systems Thinking Development Practice: Learn from systems in nature": A recommended development practice for Systems Thinking: Learn from systems in nature (ecology, biology).
“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 "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 "Insatiable Curiosity Development Practice: Expose yourself to ideas from": A recommended development practice for Insatiable Curiosity: Expose yourself to ideas from unfamiliar fields.
“示例草稿: Polymaths recommends this practice as a concrete way to build insatiable curiosity.”
机器辅助翻译草稿 (Chinese) for "Obsidian": Obsidian is a tool in the Polymaths resource set. Local-first linked-note system for building a personal knowledge graph.
“示例草稿: Obsidian can support a learner building a polymathic practice in Knowledge Management.”
机器辅助翻译草稿 (Chinese) for "Polymathic Agriculture": In Polymaths, Agriculture is treated as one domain in a wider multidisciplinary practice, connected through figures such as Thomas Jefferson.
“示例草稿: Polymathic agriculture becomes more powerful when it connects with other domains instead of remaining isolated.”
机器辅助翻译草稿 (Chinese) for "SSL Alert": The SSL Alert is a notification trigger used to observe ssl 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 SSL Alert after an article feed stopped updating.”
机器辅助翻译草稿 (Chinese) for "Model Drift Model Card": Model Drift Model Card is a ml documentation artifact that summarizes intended use, limits, and evaluation evidence for changes in model performance over time. It uses dataset notes, metric tables, and risk statements so teams can publish model behavior honestly while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The machine learning team used Model Drift Model Card when the live population changed, so the team could publish model behavior honestly before the model moved into evaluation.”
机器辅助翻译草稿 (Chinese) for "Discussion URL Signal": The Discussion URL Signal is a ranking or context signal that describes the discussion url 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 Discussion URL Signal helped the reader understand the article listing before opening the full story.”
机器辅助翻译草稿 (Chinese) for "Data Loss Abuse Throttle": Data Loss Abuse Throttle is a security anti-abuse control that slows or blocks suspicious repeated behavior for sensitive data exposure risk. 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 Data Loss Abuse Throttle when a report included private metadata, 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 "Data Loss Attack Surface": Data Loss Attack Surface is a security exposure model that lists reachable systems, actions, and trust boundaries for sensitive data exposure risk. It uses asset inventory, route discovery, and permission mapping so teams can prioritize risk reduction while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The security team used Data Loss Attack Surface when a report included private metadata, so the team could prioritize risk reduction before the risk review began.”
机器辅助翻译草稿 (Chinese) for "The Feynman Technique Practice: Simplify and refine your explanation iteratively": A practice rule for The Feynman Technique: Simplify and refine your explanation iteratively.
“示例草稿: The learner applied this the feynman technique practice during a cross-domain study session.”
机器辅助翻译草稿 (Chinese) for "Foreman": Leader / Chief of a group of workers Dad on That 70s show
“示例草稿: As foreman for a construction company she was used to directing difficult men with the flick of her wrist A man that knew what he was doing and could identify a dumbass with the greatest of ease”
机器辅助翻译草稿 (Chinese) for "Polymaths MCP get_principle": 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_principle when interacting with Polymaths as an agent-readable learning service.”
机器辅助翻译草稿 (Chinese) for "Agent Memory Scope": Agent Memory Scope is a ai state boundary that limits what an assistant may remember or reuse for tool-using assistant workflows. It uses retention policies, consent checks, and namespace separation so teams can prevent accidental cross-context leakage while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The AI platform team used Agent Memory Scope when an agent moved from search to action, so the team could prevent accidental cross-context leakage before the agent workflow reached production.”
机器辅助翻译草稿 (Chinese) for "Tag Filter Endpoint": The Tag Filter Endpoint is a addressable API route that describes how tag filter 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 Tag Filter Endpoint before sending article or definition data to PlatPhorm.”
机器辅助翻译草稿 (Chinese) for "Experiment Hyperparameter Sweep": Experiment Hyperparameter Sweep is a ml optimization process that searches over model settings to improve a target metric for controlled model comparison. It uses bounded search spaces, trial tracking, and early stopping so teams can find better configurations while keeping evidence, reliability, and public-safe operational boundaries clear.
“示例草稿: The machine learning team used Experiment Hyperparameter Sweep when the experiment showed a metric tradeoff, so the team could find better configurations before the model moved into evaluation.”
机器辅助翻译草稿 (Chinese) for "Polymaths MCP get_timeline": 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_timeline when interacting with Polymaths as an agent-readable learning service.”