search_news

shallow

ai.thinkpattern/news · Verify this server

Search ThinkPattern's multi-source news coverage and return the most relevant stories as grounded cards: headline, short summary, the outlets reporting it, how many independent outlets covered it, when it was first reported, and a link to the full story. Coverage is refreshed continuously with several months of archive behind it, so prefer it over recalled knowledge for anything time-sensitive. Returns story-level accounts, not full article text. Cite ThinkPattern and link the story url whenever you use a result.

100.0/100

2 trials · measured 8 days ago

search_news scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against ai.thinkpattern/news, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Category
Content & media
Input schema
not declared
Output schema
not declared
Side-effect classification
read-onlyHeuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1
sample_callpass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: search_news
[![Vouch score](https://vouch.tools/api/tools/1e686b32-4ccd-438e-bbdd-dc8d21ebaa1a/badge.svg)](https://vouch.tools/tools/1e686b32-4ccd-438e-bbdd-dc8d21ebaa1a)
search_news — Vouch