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机器辅助翻译草稿 (Chinese) for "Shen Kuo": Shen Kuo is a medieval polymath in the Polymaths directory, associated with Science, Mathematics, Astronomy, Geology, Zoology. Song Dynasty polymath whose encyclopedic "Dream Pool Essays" documented discoveries across all fields.

“示例草稿: Shen Kuo shows how polymathic work can connect Science, Mathematics, Astronomy.”

机器辅助翻译草稿 (Chinese) for "Cluster Cache Invalidation": Cluster Cache Invalidation is a compute freshness process that removes or refreshes stale cached data for group of machines acting as one platform. It uses keys, tags, timestamps, and purge events so teams can serve current results while keeping evidence, reliability, and public-safe operational boundaries clear.

“示例草稿: The platform engineering team used Cluster Cache Invalidation when the cluster added a node pool, so the team could serve current results before the workload scaled up.”

机器辅助翻译草稿 (Chinese) for "Webhook Schema": The Webhook Schema is a structured data definition that describes how webhook 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 Webhook Schema before sending article or definition data to PlatPhorm.”

机器辅助翻译草稿 (Chinese) for "Embargo Step": The Embargo Step is a process stage used in PlatPhorm News editorial operations for embargo 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 Embargo Step to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Story Type Field": The Story Type Field is a structured metadata field that describes the story type 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 Type Field helped the reader understand the article listing before opening the full story.”

机器辅助翻译草稿 (Chinese) for "Service Snapshot": The Service Snapshot is a point-in-time view for the service 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 Service 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 "Dataset Model Card": Dataset Model Card is a ml documentation artifact that summarizes intended use, limits, and evaluation evidence for labeled and unlabeled data used for learning. 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 Dataset Model Card when the dataset received a new batch, so the team could publish model behavior honestly before the model moved into evaluation.”

机器辅助翻译草稿 (Chinese) for "Observability Listing": The Observability Listing is a feed entry type that organizes observability 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 Observability Listing helped group related PlatPhorm articles, sites, and services under the same subject area.”

机器辅助翻译草稿 (Chinese) for "Syndication Note": The Syndication Note is a editorial annotation 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 Note to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Locale Search Result": The Locale Search Result is a returned discovery item for finding locale 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 Locale Search Result surfaced the most relevant article listing from the PlatPhorm feed.”

机器辅助翻译草稿 (Chinese) for "Inference Context Contract": Inference Context Contract is a ai interface contract that defines what context may be passed into a model call for model execution for user or system requests. It uses schemas, redaction rules, source labels, and token budgets so teams can keep model inputs relevant and safe while keeping evidence, reliability, and public-safe operational boundaries clear.

“示例草稿: The AI platform team used Inference Context Contract when the inference route moved to a faster region, so the team could keep model inputs relevant and safe before the agent workflow reached production.”

机器辅助翻译草稿 (Chinese) for "Resource Read Resource": The Resource Read 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 Resource Read Resource to understand which PlatPhorm tools were safe to call for article discovery.”

机器辅助翻译草稿 (Chinese) for "Cluster Capacity Forecast": Cluster Capacity Forecast is a compute planning model that estimates future resource needs for group of machines acting as one platform. It uses traffic history, growth assumptions, and utilization trends so teams can avoid surprise shortages while keeping evidence, reliability, and public-safe operational boundaries clear.

“示例草稿: The platform engineering team used Cluster Capacity Forecast when the cluster added a node pool, so the team could avoid surprise shortages before the workload scaled up.”

机器辅助翻译草稿 (Chinese) for "Revision Step": The Revision Step is a process stage used in PlatPhorm News editorial operations for revision 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 Revision Step to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Cache Cache Invalidation": Cache Cache Invalidation is a compute freshness process that removes or refreshes stale cached data for fast temporary data layer. It uses keys, tags, timestamps, and purge events so teams can serve current results while keeping evidence, reliability, and public-safe operational boundaries clear.

“示例草稿: The platform engineering team used Cache Cache Invalidation when the cache missed during peak traffic, so the team could serve current results before the workload scaled up.”

机器辅助翻译草稿 (Chinese) for "VPN Traffic Shaper": VPN Traffic Shaper is a networking control mechanism that limits or prioritizes flows across links for private tunnel connectivity. It uses queues, rate limits, and quality-of-service rules so teams can protect important traffic while keeping evidence, reliability, and public-safe operational boundaries clear.

“示例草稿: The network engineering team used VPN Traffic Shaper when a remote user connected, so the team could protect important traffic before traffic crossed a service boundary.”

机器辅助翻译草稿 (Chinese) for "Publish Check": The Publish Check is a validation checkpoint 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 Check to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Front Page Story Signal": The Front Page Story Signal is a ranking or context signal that describes the front page 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 Front Page Story Signal helped the reader understand the article listing before opening the full story.”

机器辅助翻译草稿 (Chinese) for "Embargo Note": The Embargo Note is a editorial annotation used in PlatPhorm News editorial operations for embargo 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 Embargo Note to decide whether the article listing was ready for publication.”

机器辅助翻译草稿 (Chinese) for "Related Term Filter": The Related Term Filter is a selection constraint 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 Filter surfaced the most relevant article listing from the PlatPhorm feed.”