Independent Media Literacy Initiative·Not a newsroom — an educational mirror on partisan framing
newsalternative.comNews Alternative
Same underlying facts. Two divergent realities.

About & Methodology

how this site actually works, no hand-waving

What this site is

News Alternative takes real, current news stories and generates two AI-written rewrites of each one — one framed the way left-leaning coverage tends to read, one framed the way right-leaning coverage tends to read — starting from the same underlying facts. The goal is to make framing itself visible: to show how the same true events can be presented in ways that lead readers toward different conclusions, without any individual sentence being false.

It is not a news outlet. It doesn't do original reporting, doesn't have correspondents, and isn't trying to break stories. Think of it more as a working demonstration of a media-literacy idea than a substitute for reading actual journalism.

How a story gets made, step by step

  1. Once a day, an automated process searches for current, real news headlines on the topics this site covers.
  2. For each headline found, it extracts a short, neutral, factual summary — the version with no framing applied at all.
  3. That neutral summary is then rewritten twice by AI: once in a style representative of left-leaning coverage, once in a style representative of right-leaning coverage. Both rewrites are instructed to invent no new facts, quotes, or statistics beyond what's in the neutral summary — only emphasis, word choice, and structure are allowed to vary. Each rewrite also gets tagged with the specific manipulation technique it demonstrates, linking it back to the matching page in the Bias & Manipulation Library.
  4. A separate step scores how much the two rewrites actually diverge from each other, on a scale of 1 to 10, and the story with the widest gap that day gets pinned to the homepage as the "biggest split in coverage."
  5. A person on our end reads the featured story and writes a short editor's note on it — context the automated rewrites don't have, a correction, or just what's actually notable that day. This step is manual; if it's skipped on a given day, no note shows.
  6. Everything gets saved to a daily archive, and any framing technique used gets logged to the running Framing Glossary.

What's AI-generated vs. hand-written

Page / featureProvenance
Daily story rewrites (homepage)AI-generated, automatically, once a day
Editor's note on the featured storyHand-written by a person; absent on days no one's written one
Paste-in story rewritesAI-generated, on request, when a visitor uses the feature
Framing GlossaryAI-generated technique notes, auto-logged from daily stories, linked to the hand-written Library page they match
"Loaded phrase of the day"Pulled from AI-generated daily data, not written separately
Field Guide to FramingHand-written
Bias & Manipulation LibraryHand-written
Terminology DictionaryHand-written
This page, and the FAQHand-written

What this site is not trying to do

It's not trying to tell you which framing is "right," push you toward a political position, or replace the judgment you'd bring to reading two different newspapers yourself. The rewrites are illustrative examples of a technique, not a claim about how any specific real outlet actually covered that day's news. If a rewrite reads as exaggerated, that's worth noticing — real coverage varies in how heavy-handed its framing gets, and these examples aren't calibrated to match any particular outlet's actual voice.

Get in touch

Questions, corrections, or feedback about how the site works — email (enable JavaScript to see email).

Questions not answered here may be covered on the FAQ page. This page describes the mechanism as built; if you notice the site behaving differently from what's described here, that likely means this page is due for an update.