ACCOUNT / @aravind PUBLIC POSTS ONLY PUBLIC SOURCE RESEARCH ↗
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ACCOUNT / @ARAVINDINDIA & THE WORLD

( DECODER )

An independent record.Of public claims.traced through

AN INDEPENDENT AUDIT OF @ARAVIND’S GEOPOLITICAL CALLS. WHAT HE SAID. WHAT HAPPENED. WHAT THE EVIDENCE SUPPORTS.

OUR OWN FORECASTS, WITH DATES AND PROBABILITIES. OPEN TO THE SAME SCRUTINY.

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THE RECORD, VISUALIZED ↓

The shape of the record.

EVERY CLAIM COUNTS / ALL AUDIT SETS

OUR FORECASTS / NEXT DEADLINES

What happens next?

Our own calls, made before the outcome. A probability, a deadline, and a record we can be held to.

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01 / The headline numbers

Four numbers to remember

Each figure below describes a specific sample, not the whole archive.

Recent census · resolved subset

Posted after the news broke

India protest calls that landed

Audience growth

02 / The audit

All unique audited claims. Only hits, partials and misses count as resolved.

    % overall strict hit rate = hits ÷ resolved claims. vague, unresolved or after-the-fact claims are excluded. Inspect these claims ↗

    Every audited call

    The entire library, including vague and unresolved claims. These are excluded from the resolved hit rate.

    When calls were made

    Audits cluster in 2026

    Audited calls per month. Darker is more.

    03 / The sample

    Pick your sample, change the story

    Historical audit subsets, which may overlap. Strict counts hits only; half credit counts partials as half a hit.

    04 / What makes a call look good

    Revisited, public and vague wins

    Resurfacing effect

    Follow-up and outcome of each call.

    Where calls land

    Box size is calls. Color is hit rate.

    Was it already news?

    Hit rate by how public the idea was.

    Did it have a deadline?

    Hit rate by deadline type.

    05 / Timing

    First post follows the first report

    Hours after the first public report

    The pattern

    Hours behind, usually quoting an old call.

    06 / Reach

    The audience grew anyway

    Growth came in steps, around big news.

    Median views per post, by month

    Likes follow views

    Same curve, steeper.

    07 / Our calls

    Each has a deadline and a probability. We score them all.

    Probability by deadline

    Scoreboard

    08 / Go deeper

    Read the evidence