Opportunity ledger / Dossier O-0861
Recurring need documented in 3 independent public source items.
First seen 2026-07-23 · Last updated 2026-09-07 · Recalculated daily
This dossier's trend factor is 1.0, capped at 2.0.
Post title: Ask HN: Have you noticed an improvement in AI responses with memory disabled?
I use Claude on the $20/mo plan, mainly for research, "rubber duckying," and as an idea soundboard (I was using Fable for this but am now relegated to Opus 4.8 or Sonnet 5), and recently noticed a sev…
Post title: Memory Undercutting Model Performance?
it is a mess of rule accretion, misunderstandings,…
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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.