AI Usage & Automation Policy

Ensuring trust, human oversight, and absolute factual accuracy in modern AI-assisted educational publishing.

1. Purpose of This Policy

At Sarkari.online, we utilize advanced computational language technologies and artificial intelligence strictly as an editorial productivity tool—not as a substitute for factual integrity or editorial responsibility. This document transparently outlines how AI is utilized and the strict safeguards in place.

2. How AI Is Used on Sarkari.online

  • Trend & Notification Aggregation: Scanning official portals and regulatory feeds to detect breaking exam releases rapidly.
  • Formatting & Schema Generation: Structuring complex official PDFs into readable bullet points, responsive tables, and search-friendly FAQs.
  • Linguistic Refinement: Ensuring clear, jargon-free English so students and parents from diverse linguistic backgrounds across India can easily understand eligibility rules.

3. Strict Prohibitions & What AI NEVER Does

Zero Unchecked Publishing: No article, result date, cutoff score, or vacancy figure is ever published based on AI output alone.

No Fabricated Content: Any synthetic hallucinations, unverified speculation, or statistical guesswork are blocked by our multi-tier Quality Engine.

4. The 8-Point Quality & Verification Gate

Before any piece of assisted content reaches our publication database, it must pass a rigorous evaluation measuring:

  1. Fact Accuracy (25% weight): Direct mathematical and date concordance with official gazettes.
  2. Original Value (20% weight): Actionable context beyond simple copy-paste notices.
  3. Search Intent & Clarity (15% weight): Direct answers to what candidates need to do next.
  4. Completeness (10% weight): Inclusion of eligibility, fees, deadlines, and documentation.
  5. Source Quality (10% weight): Primary official .gov.in / .nic.in / .ac.in links.
  6. Readability (10% weight): Mobile-first formatting and clean heading hierarchy.
  7. SEO & Structure (5% weight): Valid schema markup and semantic tags.
  8. Internal Linking (5% weight): Contextual cross-links to relevant syllabus and prep guides.

5. Human Editorial Accountability

Our professional editorial team retains full and final responsibility for every word published under the Sarkari.online brand. If any inadvertent discrepancy occurs, it is immediately corrected under our Editorial Policy.