What business models fail when AI makes checking very cheap?
kach_janani · reddit · 2026-08-25
The post explores the impact of AI drastically reducing verification costs on business models that rely on the fact that checking is difficult for customers.
Core Concepts
- Verification Frontier: Below a certain value, checking is not economical. AI shifts this frontier by making individual checks and custom verification systems cheaper.
- Opacity Rent: Margins that survive mainly because checking is too expensive.
Affected Institutions
- Auditors: Sample because checking everything is expensive.
- Certifiers: Spread verification costs across many customers.
- Brands: Useful partly because we cannot check quality ourselves.
- Brokers/Intermediaries: Know things that are too expensive for customers to find or verify.
Future Outlook
The author calls this transition "post-opacity". Institutions won't disappear but will have to change. Companies may shift margins to things harder to compare or verify. As AI agents start checking these things automatically, the business model relying on "the customer will probably never check" becomes much weaker.
Related event: AI's Falling Verification Costs Threaten Opacity-Driven Business Models(2 posts)→
More from AGI Musings
- Harness vs. model: researcher argues algorithmic search is not AI capability — gerardsans · 2026-10-15
- Why data companies are printing money: labs pay millions for env-shaped nails — sarahookr · 2026-10-15
- Chollet backs Gakku: conversational AI as the biggest education leap of our generation — fchollet · 2026-10-15
- AI-designed molecular scissors cut Alzheimer's proteins — but is it really AI? — gerardsans · 2026-10-15
- Subbarao Kambhampati to dissect the 'mythos of LLM thinking tokens' at UMN — rao2z · 2026-10-15
- Pure-play AI firms' combined revenue — $500B or $1T — will decide if AGI takes off this decade — Jsevillamol · 2026-10-15