LLM Job #14207 - 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. HPE Says Customers’ AI Delays Weighing on Sales 2. HPE Falls After Outlook Disappoints on Slower Server Deals 3. Hewlett Packard Enterprise (HPE) Q3 Earnings Report Preview: What To Look For 4. HPE sees weaker quarterly revenue on AI server sales delay 5. HPE Reports Fiscal 2025 Fourth Quarter Results 6. HPE Projects Sales That Miss Estimates on Delayed Server Deals 7. HPE Fiscal Q4 Revenue Light Amid Weak Guidance On Delayed Server Deals 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 centers on Hewlett Packard Enterprise (HPE) reporting weaker-than-expected financial results for its fiscal fourth quarter, driven by delays in AI server sales. The multiple titles from reputable outlets (Reuters, Bloomberg, CNBC) confirm a consistent narrative: HPE's revenue and guidance fell short of expectations due to slower-than-anticipated demand for AI infrastructure—particularly in server deals. This is a material earnings-related development for a major technology company with significant exposure to the AI hardware market.\n\nThe relevance lies in several key investment and business decision-making factors:\n\n- HPE is a key player in enterprise IT infrastructure and a major supplier of AI servers, which are central to the current AI investment cycle.\n- Delayed AI server sales signal broader market dynamics—potential overcapacity, customer budgeting delays, or slower enterprise adoption of AI, all of which impact capital allocation decisions.\n- The miss on guidance and revenue affects investor sentiment and could influence sector-wide valuations for AI infrastructure providers (e.g., NVIDIA, Dell, Supermicro).\n- This is not a minor or isolated event; it reflects a real-time shift in demand trends that portfolio managers must assess when allocating to tech, AI, and infrastructure sectors.\n\nWhile not a Fed decision or M\u0026A deal, this is a critical earnings report with implications for AI infrastructure demand, making it essential for investors and business leaders tracking the AI supply chain and enterprise spending trends.\n\nTherefore, this story falls in the 9–10 range: critical business news with significant implications for investment strategy, sector performance, and macro-level AI adoption trends.",
"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
{
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"prompt_ms": 0,
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"total_tokens": 832
}▶ Context & Parameters (Full JSON)
{
"article_count": 7,
"explanation": "This news story centers on Hewlett Packard Enterprise (HPE) reporting weaker-than-expected financial results for its fiscal fourth quarter, driven by delays in AI server sales. The multiple titles from reputable outlets (Reuters, Bloomberg, CNBC) confirm a consistent narrative: HPE's revenue and guidance fell short of expectations due to slower-than-anticipated demand for AI infrastructure—particularly in server deals. This is a material earnings-related development for a major technology company with significant exposure to the AI hardware market.\n\nThe relevance lies in several key investment and business decision-making factors:\n\n- HPE is a key player in enterprise IT infrastructure and a major supplier of AI servers, which are central to the current AI investment cycle.\n- Delayed AI server sales signal broader market dynamics—potential overcapacity, customer budgeting delays, or slower enterprise adoption of AI, all of which impact capital allocation decisions.\n- The miss on guidance and revenue affects investor sentiment and could influence sector-wide valuations for AI infrastructure providers (e.g., NVIDIA, Dell, Supermicro).\n- This is not a minor or isolated event; it reflects a real-time shift in demand trends that portfolio managers must assess when allocating to tech, AI, and infrastructure sectors.\n\nWhile not a Fed decision or M\u0026A deal, this is a critical earnings report with implications for AI infrastructure demand, making it essential for investors and business leaders tracking the AI supply chain and enterprise spending trends.\n\nTherefore, this story falls in the 9–10 range: critical business news with significant implications for investment strategy, sector performance, and macro-level AI adoption trends.",
"finish_reason": "stop",
"google_story_id": 16988,
"max_tokens": 2000,
"relevance_score": 9,
"response_format": "json_schema",
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"json_schema": {
"description": "Business relevance score for a news story",
"name": "story_relevance",
"schema": {
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"description": "1-2 sentence explanation of the score",
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}