Editorial policy, sourcing and AI disclosure

This page explains who writes Global Drishti, where the facts come from, how artificial intelligence is used in producing them, and what happens when we get something wrong. It exists because a reader deciding whether to trust a date or a cut off mark deserves to know how it was arrived at.

Who writes and reviews this site

Global Drishti is a small operation, not a newsroom. Pages are researched, written and reviewed by the GD Editorial Team, which is the site’s owner and editor working with research assistance described below. Where a page carries a “Reviewed by” line, it means a person read that page against its sources on the date shown next to it, not that a named specialist certified it.

QuestionAnswer
Who runs the siteGlobal Drishti, an independent Indian website covering government recruitment, examinations and welfare schemes
Byline meaningGD Editorial Team is the site’s editorial identity. It is not a claim of institutional authority or government affiliation
Government affiliationNone. We are not connected to any recruitment board, commission or department, and we cannot influence any application, result or grievance
Fact-check dateThe date printed on a page is the day its sources were last opened and read, not the day the page was first published

Where the facts come from

Every figure that matters on this site should be traceable to a document published by the body that runs the recruitment or the scheme. That is the standard we hold ourselves to, and where we cannot meet it we say so on the page instead of filling the gap.

Sourcing ruleHow it works in practice
Primary sources only for figuresVacancy counts, dates, fees, age limits and qualifying marks are read from the official notification or the issuing body’s own portal
Aggregator sitesUsed only to discover that something exists. We do not link them and we do not copy a figure from them, because their pages routinely carry the previous cycle’s details
Where a source is silentThe page says the detail is not stated, with the date the source was checked. We do not publish an expected date as though a body had announced one
Hosted copies of documentsA mirrored PDF is a fallback for when an official portal is unreachable. It is never offered instead of the facts extracted onto the page, and mirrors are excluded from search indexing
Link statusEach official link carries the date we last confirmed it opens, and what it actually leads to if the destination is not yet live

How artificial intelligence is used here

This matters enough to state without hedging. Pages on this site are produced with substantial AI assistance, and that assistance is disclosed rather than hidden.

StageWhat AI does and does not do
ResearchAI tools fetch official pages and notification PDFs, extract tables and compute totals from the figures those documents print
DraftingPage text is drafted with AI assistance, then edited before it is published
FactsNo figure, date or eligibility rule is accepted from an AI tool’s own knowledge. Each one is read off a source document, and pages name the document
What is never automatedThe decision to publish, and the judgement of whether a page has anything worth saying. Pages are published one at a time, not generated in batches
Why we say thisGoogle’s own guidance asks publishers whether their use of automation is self-evident to visitors. Ours is, on this page

We used to publish at volume, and in August 2026 we published dozens of pages in a single day that shared their structure and much of their wording. That was a mistake, it produced pages that told a reader nothing another page had not already told them, and we stopped. Pages are now researched individually or they are removed.

Corrections, and what we have corrected

A correction policy is worth nothing without examples, so here are real ones from this site rather than a promise in the abstract.

What was wrongWhat we did
Haryana Parivar Pehchan Patra helplineOur page listed a number that appears on neither official PPP portal. Replaced with the two numbers both portals publish, and the page now says the old number was wrong
PGCIL Diploma Trainee download linkOur page’s admit card link opened a login belonging to a different institution entirely. Removed, and the page now lists the five details it had got wrong
Pages that outlived their factsPages whose researched facts had gone stale while only their links stayed true were rewritten or unpublished rather than left standing
Where a correction livesOn the page itself, stated openly. We do not quietly delete an error, because the same error is usually still circulating elsewhere

Important Links

ResourceLink
What this site covers and who runs itAbout Global Drishti
Report a factual error on any pageContact us
How we handle reader dataPrivacy policy
Limits of what this site can tell youDisclaimer

What we will not do

Stating the limits is part of being useful. If a page ever breaks one of these, it is a defect and worth reporting.

  1. We will not publish a vacancy count, cut off mark, date or age rule that we have not read on an official source.
  2. We will not describe an application window, admit card or result as available when the official destination does not carry it.
  3. We will not present an expected date as an announced one, and an expectation will always be labelled as such.
  4. We will not link an aggregator’s copy of a document in place of the issuing body’s own.
  5. We will not offer legal, medical or investment advice, and figures on scheme pages are for information rather than eligibility certification.
  6. We will not publish a page whose substance is another page of ours with the names changed.

Last reviewed on 10.09.2026. If a page contradicts anything on this page, the page is wrong and we would like to hear about it.

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