AI-produced, human-approved.
Agents do the reading and drafting. A person approves every item before it goes live. Here is what happens between a press release and this website.
- Step 1 of 6
Sources
Each morning, AI agents read public sources: government press releases and portals, StartupTN, AICTE, organisers’ own pages, news sites and public opportunity feeds. They skip sites whose terms forbid automated reading.
Leads come from official pages first, and from a news report only when there is no original.
- Step 2 of 6
Agents draft and check
An agent writes each item in plain English, in its own words, then opens the source link and checks that it really says what the item claims. Anything it cannot confirm is flagged, not published.
Deadlines appear only when the source prints them, with the exact words kept on file.
- Step 3 of 6
A pull request
The day’s items arrive as one pull request on GitHub: a list of proposed changes, each with its source. Automatic checks run on every record: dates, links, labels and banned sources.
If a record breaks a rule, the build fails and nothing can go live.
- Step 4 of 6
Paul Jeevanesan reviews
Every pull request is read by a person. He edits or rejects anything wrong and approves the rest. Nothing reaches the site without that approval.
About 10 to 15 minutes a day.
- Step 5 of 6
Build and publish
Approval triggers an automatic build. The site is rebuilt as plain pages and copied to the server. Undoing a change takes one click.
Each item keeps a record of which agent drafted it and who approved it.
- Step 6 of 6
Live, and correctable
The update appears on theTN.ai and in the email brief. If we got something wrong, we fix it within 24 hours of confirming the error and log the fix in public.
Spotted a mistake? Tell us, and it goes in the corrections log.
What we don't do
- Copy articles. We summarise in our own words, quote a sentence at most, and link to the original.
- Invent bylines, quotes, numbers or people.
- Publish an AI-generated image or video without labelling it as AI-generated.
- Accept payment for a listing, a ranking or coverage.