Public Evidence Lab / Dossier O-2587
Collected sample: 8 independent content items across 2 source families. Known publication dates: 2026-08-10 — 2026-11-04.
First seen 2026-08-10 · Last updated 2026-11-09 · Recalculated daily
These observations describe collected samples, not platform-wide prevalence; they cannot establish whether a problem is widespread or accelerating. Collection scope changed on 09-16 and 09-27; monthly counts must not be read as trends.
Post title: AI Cię zje - to koniec pracy umysłowej
W ciągu roku kilkanaście razy spotkałem się z sytu…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: If software developers have to adapt to AI taking their income, why are media corporations allowed to kick and scream about it?
These days, someone can ask an LLM to write a quic…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Ask HN: As developers from low-income countries,how to cope with AI replacement?
programming is fun and all of that is fine but how do I compete with a developer with a 200$/500$ Claude subscription? I was fine with making pennies,now I can't even make that.
Post title: Longtime client is slowly replacing all my work with AI
Today, I get a text from the client telling me not…
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Post title: I can't keep up anymore. Clients ask ai for things and can't keep up with speed and knowledge needed.
now, today a client build an entire eShop in two w…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: The "one client" dilemma
I reach out to old contacts but everyone is now do…
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Post title: I’ve made $18,468 from Instagram videos I started posting 4 months ago.
I was falling out of love with product animation a…
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Post title: [ADVICE] Is it worth even completing my profile?
I primarily do digital illustration but I'm consid…
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What this evidence does not show yet
To reach Payment-backed we still need:
No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.
Follow how this opportunity evolves
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Scoring summary
Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.
“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.