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marianne (@tuakdotsol) on X

▲ 468 points • 499 comments • by rzk • 1w ago • HN discussion ↗

Pangram verdict · v3.3

We believe that this text is a mix of AI and human-written content.

56 %

AI likelihood · overall

AI
14% human-written 86% AI-generated
SEGMENTS · HUMAN 0 of 3
SEGMENTS · AI 0 of 3
WORD COUNT 253
PEAK AI % 65% · §1
Analyzed
Sep 30
backend: pangram/v3.3
Segments scanned
3 windows
avg 84 words each
Distribution
14 / 86%
human / AI fraction
Verdict
AI
Pangram v3.3

Article text · 253 words · 3 segments analyzed

Human AI-generated
§1 Mixed · 65%

Singapore's govt dating app runs on a Nobel Prize-winning game theory algorithm 👏 FirstDate uses Gale-Shapley, the 1962 stable marriage algorithm that won the 2012 Economics Nobel and still runs hospital residency matches and kidney exchanges today. how it works: 1 | your preferences and dealbreakers build a ranked priority list 2 | proposers offer to their top pick. receivers hold their best offer and reject the rest. rejected proposers move down their list. rinse and repeat until locked 3 | the result is mathematically stable: no two people exist who would both prefer each other over their assigned matches. "the app never showed us each other" becomes impossible by design the UX: • one match per cycle, zero infinite scroll • 72-hour decision window • contact info revealed only on mutual yes • Singpass-verified, so everyone is exactly who they claim (told my husband I'm annoyed I can't test it.

§2 Mixed · 46%

his response: most people sneak onto dating apps, and here you are openly filing a product research request 🤣 ) commercial apps need you to keep swiping but this app is designed to get you off the platform.

§3 Mixed · 39%

Singapore built the first dating app whose success metric is deleting its own users 💀 (fun game theory note: Gale-Shapley yields proposer-optimal outcomes - meaning proposers get their best possible stable match, receivers their worst 👀) public servants aged 21-35 only for now. interesting to see if state-sponsored game theory beats the free market (or rather, all the tinders and hinges out there) 🍿