Expired60% confidenceOpinionExact time
AI product interfaces aimed at general consumers typically do not offer version-locking options, which is the institutional reason for the divergence in experience stability between professional and general users.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
7/24/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/22/2026(expired)
Sources
Is Gemini Getting Worse? A Deep Dive into the 'Model Degradation' Phenomenon
redditr/Bard7/12/2026
Related Claims
UnverifiedAI tools have lowered the technical threshold, but non-technical capabilities such as product positioning, user insight, and market validation remain key to building products that people will pay for.76% similarVerifiedThere is a natural conflict of interest between AI programming tool platform providers and users: users want AI to use enough tokens to deeply understand problems, while platform providers want to save tokens.74% similarUnverifiedThe quality of AI-assisted output still depends on the user's understanding and judgment of the business, and tools cannot replace professional domain thinking.74% similarUnverifiedThe lack of official AI support is what drives users to run AI on consumer hardware through unofficial means, indicating real market demand for running AI on consumer hardware.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/608551API
curl https://kongchang.com/api/v1/knowledge/claims/608551MCP
get_claim(id=608551)