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get_ai_news

Fetch AI news articles aggregated from 15+ leading sources such as Anthropic, OpenAI, Google, TechCrunch, and arXiv. Filter by category (e.g., 'anthropic', 'research') and limit results to 50 articles.

Instructions

Get the latest AI news articles from TensorFeed.ai. Aggregates from 15+ sources including Anthropic, OpenAI, Google, TechCrunch, The Verge, arXiv, and more.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
categoryNoFilter by category (e.g. "anthropic", "openai", "research", "tools")
limitNoNumber of articles to return (default 10, max 50)
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations; description doesn't disclose sorting, freshness guarantee, rate limits, or access restrictions. Basic read operation, but could be more transparent.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no fluff, front-loaded with purpose. Every sentence adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Simple read tool with no output schema; description covers purpose and sources. Could mention ordering, but complete for basic use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so parameters are documented. Description adds source context but doesn't enhance parameter meaning beyond schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it gets the latest AI news articles from TensorFeed.ai and lists sources. Distinguishes from siblings like news_search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implies broad AI news aggregation but does not explicitly state when to use vs alternatives like news_search. No when-not or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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