thinkindaily briefs

Brief Taxonomy & Scoring Guide

One-view reference for tabs, active sources, allowed tags, and confidence math.

Per Story Scores

Confidence Score: Overall trust score (0-100), computed in backend.

Relevance Score: How relevant the story is for the brief (0-100).

Relevance Confidence: Model confidence in its relevance judgment (0-100).

Evidence Strength: Quality and strength of supporting evidence (0-100).

Narrative Certainty: How stable and clear the narrative looks (0-100).

Polarization Score: How polarized the framing is (0-100). Lower is better for confidence.

Formula

confidence_score =
0.30 * relevance_confidence
+ 0.30 * evidence_strength
+ 0.20 * narrative_certainty
+ 0.10 * (100 - polarization_score)
+ 0.10 * relevance_score

Color Dots

Green: High score quality.

Amber: Medium score quality.

Red: Low score quality.

Tab Configuration

Each card shows the current ingestion source set and allowed broad tags.

📰 News Brief

5 sources · 20 tags

Sources

Guardian APIGoogle News Top Stories (EN)DW News (English)BBC WorldInvesting.com News

Tags

geopoliticsconflict-securityelections-governanceclimate-disasterspublic-healthenergy-supplyindiausaeuropeasialaw-justiceprotests-unrestsanctions-trademigration-humanitarianscience-spacecyber-incidentsintelligence-securityfood-water-securityelection-integritycritical-infrastructure

🇩🇪 Germany Brief

1 sources · 20 tags

Sources

Google News Germany (DE)

Tags

globalgerman-politicsgerman-economygerman-businesseu-policyenergy-industrymigration-societysecurity-defenseclimate-environmenttechnology-innovationpublic-healthautomotive-manufacturinglabor-industryhousing-infrastructuredigital-policyelections-partieseu-economyindustrial-policybanking-financetransport-mobility

🇮🇳 India Brief

1 sources · 20 tags

Sources

Google News India (EN)

Tags

globalindia-politicsindia-economybusiness-industrypolicy-governancestartup-techmarkets-financeinfrastructure-energylaw-justicedefense-foreign-policypublic-healthelections-partiesstate-politicsagriculture-ruraldigital-indiasocial-developmentbanking-credit-indiainflation-ratestrade-exportsurban-development

🏢 Business Brief

3 sources · 20 tags

Sources

Guardian Business APIBBC BusinessMarketaux Business News API

Tags

corporate-strategyearningsdeals-mastartups-vcleadershipsupply-chainlabor-workforceretail-consumerreal-estatebusiness-policycorporate-governanceproduct-launchesinternational-expansionantitrust-competitionbankruptcy-restructuringpricing-demandsupply-riskpartnerships-jvcompliance-riskcustomer-growth

💹 Finance Brief

4 sources · 20 tags

Sources

Alpha Vantage News SentimentCoinDeskFederal Reserve Press ReleasesSEC Press Releases

Tags

stockscryptomacro-policyregulationbanking-creditcommoditiesbonds-ratesfxfunds-etfmarket-volatilityderivativesipo-listingscentral-bankssovereign-debtalternative-assetscredit-spreadsemerging-marketscommodities-energyrates-policysystemic-risk

💻 Tech Brief

2 sources · 20 tags

Sources

Guardian Technology APIBBC Technology

Tags

consumer-techenterprise-softwaresemiconductorscloud-platformscybersecurityinternet-platformsdevices-hardwaretelecom-networksdeveloper-toolsstartups-vcopen-sourceroboticsquantum-techtech-policyecommerce-platformsplatform-governancecreator-economyadtech-martechdata-infrastructureedge-computing

🤖 AI Brief

6 sources · 20 tags

Sources

OpenAI BlogGoogle DeepMind BlogHugging Face BlogGoogle Research BlogAWS Machine Learning BlogarXiv AI/ML

Tags

openaianthropicgoogle-deepmindmetamicrosoftxaimodels-researchchips-infrapolicy-safetyai-productsagentic-aimultimodal-aienterprise-adoptionopen-source-modelsbenchmarks-evalsai-regulationmodel-securitysynthetic-mediaai-healthcareai-enterprise

Sports Brief

3 sources · 20 tags

Sources

Guardian Sport APIBBC SportTheSportsDB Events API

Tags

footballcricketbasketballtennismotorsportcombat-sportsolympics-multi-sporttransfers-offfieldsporting-eventsathletics-fieldbaseballrugbygolfcyclingesportswomen-sportsinjuries-recoverycoaching-tacticsfan-economyleague-governance