Public Evidence Lab / Dossier O-2164
Collected sample: 13 independent content items across 2 source families. Known publication dates: 2026-08-08 — 2026-11-05.
First seen 2026-08-08 · Last updated 2026-11-07 · 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: [TLDR] I’m done with Opus 5 [via r/ClaudeCode]
I have a Claude max x20 sub that I struggle to kee…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: [TLDR] I’m done with Opus 5 [via r/ClaudeCode]
I have a Claude max x20 sub that I struggle to kee…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: What finally made my internal eval set trustworthy again
For a long time the eval set for the LLM app I wor…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: [TLDR] Claude 5 solved: ChatGPT Sol 5.6 [via r/claude]
Opus 5 drives me nuts. Not gonna repeat the compla…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Fable is still the best model at the end of the day :((
Opus (5 and 4.8) are superslow, super rigid and un…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: What's the best way to code if you're not a Coder ( I will not promote )
What i want to know that how many startups today u…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Claude Opus 5 is basically useless. I asked ChatGPT Astra what it thought about this.
Claude Opus 5 is basically useless. I asked ChatGP…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Opinion: Astra is overhyped
Well everyone shares their CS or GTA game clones t…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Astra 6 is cheating. Full disappointment.
It just copied a canvas. OpenAI is also "modifying…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Translating with Claude Chat is pretty amazing, does anyone use better translation AI Tools ?
I tried Mistral thinking it was built by the Frenc…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Is it just me or does muse spark feel incredibly benchmaxed?
It's benchmarks show some kind of frontier fable/a…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Sayonara, Opus 5 High 🫡
Asked it to analyze something and showed it ChatGp…
The public layer keeps only a minimal excerpt. Open the source for full context.
What this evidence does not show yet
This dossier already carries first-hand payment evidence. What it still cannot tell you: market size, how reachable these people are, or what it costs to acquire them.
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.