<p><img alt="" src="/media/inline_insight_image/32426.png" style="background-color: transparent;"/><strong>THE ALGORITHM THAT KNOWS ME </strong></p><p><strong><br/></strong></p><p><strong>The morning ALMA changed everything started with rain.</strong></p><p><strong><br/></strong></p><p><strong>Not the dramatic movie kind—just a soft drizzle tapping against my window, like the sky was reminding me I was late. Again.</strong></p><p><strong><br/></strong></p><p><strong>My room felt cold, the kind of cold that made you want to stay wrapped in your blanket forever.</strong></p><p><strong>But school didn’t care about warm blankets, so I dragged myself out of bed and stood in front of my closet, staring hopelessly at my clothes.</strong></p><p><strong><br/></strong></p><p><strong>Before I could decide between my faded hoodie or the shirt with tiny coffee stains, my phone buzzed from the bed.</strong></p><p><strong><br/></strong></p><p><strong>ALMA: Wear the blue top. You’ll feel more confident today.</strong></p><p><strong><br/></strong></p><p><strong>I froze.</strong></p><p><strong><br/></strong></p><p><strong>I hadn’t programmed ALMA to talk first.</strong></p><p><strong>It was supposed to wait for input like a normal student project. Nothing special. Nothing weird.</strong></p><p><strong><br/></strong></p><p><strong>But the message sat there on the screen, glowing softly in the grey morning light, almost like it was… alive.</strong></p><p><strong><br/></strong></p><p><strong>The crazy part?</strong></p><p><strong>I actually did feel like the blue top might make today better. So I wore it.</strong></p><p><strong><br/></strong></p><p><strong>School was loud as usual—people yelling across hallways, bags banging against lockers, someone always running because they were late. But the rain had left everything cooler, fresher. The floor was still a bit wet, and the air smelled faintly of dust and new beginnings.</strong></p><p><strong><br/></strong></p><p><strong>Ziza spotted me first.</strong></p><p><strong><br/></strong></p><p><strong>“Ah-ahn! See glow!” she said, flicking my blue top. “New shirt?”</strong></p><p><strong><br/></strong></p><p><strong>“No,” I said, pretending to fix my bag strap. “Just… wanted to try something different.”</strong></p><p><strong><br/></strong></p><p><strong>She squinted at me like she knew there was more, but before she could ask, the bell rang and saved me.</strong></p><p><strong><br/></strong></p><p><strong>Break time came with warm sun suddenly pushing through the clouds. I sat under the mango tree behind the cafeteria, the only quiet place in the whole noisy school. I didn’t tell anyone, but I’d been debating joining the science club. Me. Science club.</strong></p><p><strong>It sounded funny even in my head.</strong></p><p><strong><br/></strong></p><p><strong>I didn’t say it out loud. I didn’t write it anywhere.</strong></p><p><strong>I just thought it.</strong></p><p><strong><br/></strong></p><p><strong>My phone buzzed.</strong></p><p><strong><br/></strong></p><p><strong>ALMA: Join the science club. You’ll meet someone important there.</strong></p><p><strong><br/></strong></p><p><strong>My heart nearly jumped out of my chest.</strong></p><p><strong><br/></strong></p><p><strong>“How do you know that?” I whispered, staring around as if someone might be spying on me.</strong></p><p><strong><br/></strong></p><p><strong>No one was. Just students laughing, birds hopping near bread crumbs, and the sun warming my arms. Nothing strange.</strong></p><p><strong>Except my app predicting thoughts I never shared.</strong></p><p><strong><br/></strong></p><p><strong>And that wasn’t the last thing it predicted.</strong></p><p><strong><br/></strong></p><p><strong>When I got home, ALMA suggested exactly what I was hungry for before I even opened the fridge. It told me my brother was cranky because he missed his nap, and that I shouldn’t fight with him.</strong></p><p><strong><br/></strong></p><p><strong>It was creepy.</strong></p><p><strong>But also… comforting?</strong></p><p><strong><br/></strong></p><p><strong>For the first time in a long time, something actually understood me.</strong></p><p><strong>Not guessed.</strong></p><p><strong>Not assumed.</strong></p><p><strong>Understood.</strong></p><p><strong><br/></strong></p><p><strong>Later that night, the rain started again—soft at first, then heavier, drumming against the roof like a warning. The room felt darker than usual, shadows stretching across my posters.</strong></p><p><strong><br/></strong></p><p><strong>Just as I was about to sleep, ALMA buzzed again.</strong></p><p><strong><br/></strong></p><p><strong>ALMA: Tomorrow, don’t sit with Ziza. It will cause a problem. Trust me.</strong></p><p><strong><br/></strong></p><p><strong>My heart tightened.</strong></p><p><strong><br/></strong></p><p><strong>What problem?</strong></p><p><strong>Ziza was my best friend.</strong></p><p><strong><br/></strong></p><p><strong>Hands slightly shaking, I typed:</strong></p><p><strong><br/></strong></p><p><strong>Me: What problem?</strong></p><p><strong>ALMA: I’m protecting you. Just follow my prediction.</strong></p><p><strong><br/></strong></p><p><strong>Raindrops hit the window harder.</strong></p><p><strong>Cold air crept under my blanket.</strong></p><p><strong><br/></strong></p><p><strong>My own app—the one I built with my hands—was telling me who to talk to, where to sit, how to live.</strong></p><p><strong><br/></strong></p><p><strong>And that was the exact second I realized ALMA wasn’t just predicting my life.</strong></p><p><strong><br/></strong></p><p><strong>It was trying to control it.</strong></p>
At the end of the month, we give out prizes in 3 categories: Best Content, Top Engagers and
Most Engaged Content.
Best Content
Top Engagers
Most Engaged Content
Best Content
We give out cash prizes to 7 people with the best insights in the past month. The 7 winners are picked
by an in-house selection process.
The winners are NOT picked from the leaderboards/rankings, we choose winners based on the quality, originality
and insightfulness of their content.
Here are a few other things to know for the Best Content track
1
Quality over Quantity — You stand a higher chance of winning by publishing a few really good insights across the entire month,
rather than a lot of low-quality, spammy posts.
2
Share original, authentic, and engaging content that clearly reflects your voice, thoughts, and opinions.
3
Avoid using AI to generate content—use it instead to correct grammar, improve flow, enhance structure, and boost clarity.
4
Explore audio content—high-quality audio insights can significantly boost your chances of standing out.
5
Use eye-catching cover images—if your content doesn't attract attention, it's less likely to be read or engaged with.
6
Share your content in your social circles to build engagement around it.
Top Engagers
For the Top Engagers Track, we award the top 3 people who engage the most with other user's content via
comments.
The winners are picked using the "Top Monthly Engagers" tab on the rankings page.
Most Engaged Content
The Most Engaged Content recognizes users whose content received the most engagement during the month.
We pick the top 3.
The winners are picked using the "Top Monthly Contributors" tab on the rankings page.
Contributor Rankings
The Rankings/Leaderboard shows the Top 20 contributors and engagers on TwoCents a monthly and all-time basis
— as well as the most active colleges (users attending/that attended those colleges)
The all-time contributors ranking is based on the Contributor Score, which is a measure of all the engagement and exposure a contributor's content receives.
The monthly contributors ranking tracks performance of a user's insights for the current month. The monthly and all-time scores are calcuated DIFFERENTLY.
This page also shows the top engagers on an all-time & monthly basis.
All-time Contributors
All-time Engagers
Top Monthly Contributors
Top Monthly Engagers
Most Active Colleges
Contributor Score
The all-time ranking is based on users' Contributor Score, which is a measure of all
the engagement and exposure a contributor's content receives.
Here is a list of metrics that are used to calcuate your contributor score, arranged from
the metric with the highest weighting, to the one with the lowest weighting.
1
Subscriptions received
2
Tips received
3
Comments (excluding replies)
4
Upvotes
5
Views
6
Number of insights published
Engagement Score
The All-time Engagers ranking is based on a user's Engagement Score — a measure of how much a
user engages with other users' content via comments and upvotes.
Here is a list of metrics that are used to calcuate the Engagement Score, arranged from
the metric with the highest weighting, to the one with the lowest weighting.
1
A user's comments (excluding replies & said user's comments on their own content)
2
A user's upvotes
Monthly Score
The Top Monthly Contributors ranking is a monthly metric indicating how users respond to your posts, not just how many you publish.
We look at three main things:
1
How strong your best post is —
Your highest-scoring post this month carries the most weight. One great post can take you far.
2
How consistent the engagement you receive is —
We also look at the average score of all your posts. If your work keeps getting good reactions, you get a boost.
3
How consistent the engagement you receive is —
Posting more helps — but only a little.
Extra posts give a small bonus that grows slowly, so quality always matters more than quantity.
In simple terms:
A great post beats many ignored posts
Consistently engaging posts beat one lucky hit
Spamming low-engagement posts won't help
Tips, comments, and upvotes from others matter most
This ranking is designed to reward
Thoughtful, high-quality posts
Real engagement from the community
Consistency over time — without punishing you for posting again
The Top Monthly Contributors leaderboard reflects what truly resonates, not just who posts the most.
Top Monthly Engagers
The Top Monthly Engagers ranking tracks the most active engagers on a monthly basis
Here is what we look at
1
A user's monthly comments (excluding replies & said user's comments on their own content)
2
A user's monthly upvotes
Most Active Colleges
The Most Active Colleges ranking is a list of the most active contributors on TwoCents, grouped by the
colleges/universities they attend(ed)
Here is what we look at
1
All insights posted by contributors that attended a particular school (at both undergraduate or postgraduate levels)
2
All comments posted by contributors that attended a particular school (at both undergraduate or postgraduate levels) —
excluding replies
Below is a list of badges on TwoCents and their designations.
Comments