LLM Job #15406 - score_story_relevance
Conversation
You are a financial news analyst. Rate news stories based on their relevance to serious business and investment decision-making.
Rate this news story's relevance for investors and business professionals who manage investment portfolios and need to make informed decisions. This is ONE news story covered by MULTIPLE news sources. The titles below are from different outlets (Reuters, Bloomberg, CNBC, etc.) all reporting on the SAME business event. Rate the overall story's relevance. Article Titles: 1. Chinese Hackers Have Started Exploiting the Newly Disclosed React2Shell Vulnerability 2. China-nexus cyber threat groups rapidly exploit React2Shell vulnerability (CVE-2025-55182) 3. Critical RCE Vulnerabilities Discovered in React & Next.js 4. Responding to CVE-2025-55182: Secure your React and Next.js workloads Scoring Guidelines: - 9-10: Critical business news (earnings reports, Fed decisions, major M&A, sector-wide impact, regulatory changes) - 7-8: Important analysis (market trends, analyst insights, significant company developments, economic indicators) - 5-6: Relevant news (notable company announcements, industry developments, financial performance) - 3-4: Minor business news (routine updates, small moves, tangential business stories) - 1-2: Fluff/entertainment (celebrity CEO drama, viral marketing, cultural controversies, consumer complaints) High-value examples: - "Wall Street Sentiment on AI Companies Shifts as Earnings Disappoint" (9-10) - "Federal Reserve Minutes Reveal Concerns About Inflation Persistence" (9-10) - "Apple Supplier Cuts Production by 20% Amid Weak iPhone Demand" (8-9) - "Banking Sector Faces Regulatory Scrutiny After Failed Stress Tests" (8-9) Low-value examples: - "Starbucks Cup Design Sparks Outrage on Social Media" (1-2) - "CEO's Dog Makes Appearance at Company Event" (1-2) - "Company Changes Office Snack Selection" (1-2)
{
"explanation": "This news story is highly relevant to investors and business professionals managing technology-focused investment portfolios, especially those with exposure to software development platforms, cloud infrastructure, cybersecurity firms, or companies reliant on React and Next.js in their tech stacks. The discovery of a critical remote code execution (RCE) vulnerability (CVE-2025-55182) in widely used frameworks like React and Next.js represents a systemic risk to digital infrastructure across industries. The fact that China-nexus cyber threat groups are actively exploiting the flaw adds urgency and geopolitical context, increasing the potential for widespread operational disruptions, data breaches, and financial losses for affected companies.\n\nThis qualifies as critical business news because: \n- It involves a critical vulnerability in foundational web technologies used by thousands of enterprises and startups.\n- Exploitation by state-linked threat actors implies a higher likelihood of coordinated attacks, supply chain risks, and potential regulatory scrutiny.\n- The impact could affect software vendors, cloud providers, fintech, e-commerce, and SaaS companies—sectors of high interest to investors.\n- The need for immediate patching and security investment may influence IT budgets, enterprise software spending, and cybersecurity stock performance.\n\nGiven the potential for cascading business and financial consequences, this story should be rated in the 9–10 range, on par with major regulatory or macroeconomic events that trigger portfolio reevaluations.",
"score": 9
}Debug Information
▶ Structured Output Schema (JSON Schema)
{
"json_schema": {
"description": "Business relevance score for a news story",
"name": "story_relevance",
"schema": {
"additionalProperties": false,
"properties": {
"explanation": {
"description": "1-2 sentence explanation of the score",
"type": "string"
},
"score": {
"description": "Relevance score (1-10)",
"maximum": 10,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"explanation"
],
"type": "object"
},
"strict": true
},
"type": "json_schema"
}▶ Token Usage & Performance
{
"completion_tokens": 303,
"predicted_ms": 0,
"prompt_ms": 0,
"prompt_tokens": 457,
"total_tokens": 760
}▶ Context & Parameters (Full JSON)
{
"article_count": 4,
"explanation": "This news story is highly relevant to investors and business professionals managing technology-focused investment portfolios, especially those with exposure to software development platforms, cloud infrastructure, cybersecurity firms, or companies reliant on React and Next.js in their tech stacks. The discovery of a critical remote code execution (RCE) vulnerability (CVE-2025-55182) in widely used frameworks like React and Next.js represents a systemic risk to digital infrastructure across industries. The fact that China-nexus cyber threat groups are actively exploiting the flaw adds urgency and geopolitical context, increasing the potential for widespread operational disruptions, data breaches, and financial losses for affected companies.\n\nThis qualifies as critical business news because: \n- It involves a critical vulnerability in foundational web technologies used by thousands of enterprises and startups.\n- Exploitation by state-linked threat actors implies a higher likelihood of coordinated attacks, supply chain risks, and potential regulatory scrutiny.\n- The impact could affect software vendors, cloud providers, fintech, e-commerce, and SaaS companies—sectors of high interest to investors.\n- The need for immediate patching and security investment may influence IT budgets, enterprise software spending, and cybersecurity stock performance.\n\nGiven the potential for cascading business and financial consequences, this story should be rated in the 9–10 range, on par with major regulatory or macroeconomic events that trigger portfolio reevaluations.",
"finish_reason": "stop",
"google_story_id": 20453,
"max_tokens": 2000,
"relevance_score": 9,
"response_format": "json_schema",
"response_format_details": {
"json_schema": {
"description": "Business relevance score for a news story",
"name": "story_relevance",
"schema": {
"additionalProperties": false,
"properties": {
"explanation": {
"description": "1-2 sentence explanation of the score",
"type": "string"
},
"score": {
"description": "Relevance score (1-10)",
"maximum": 10,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"explanation"
],
"type": "object"
},
"strict": true
},
"type": "json_schema"
},
"temperature": 0
}