Ask HN: What would make you trust an AI's assessment of your understanding?
Creating an AI tutor that won't let you progress without having learned anything — not just completing a test. But to be honest, I don't know if that is a valuable idea or just another sign of my attachment to the most complicated thing I created.So, the question I want to ask seriously is: What would help you to trust an AI's diagnosis of your understanding? And is it even worthwhile, or should I stick to the solution of doing spaced repetition and trusting myself?
- ▪Creating an AI tutor that won't let you progress without having learned anything — not just completing a test.
- ▪But to be honest, I don't know if that is a valuable idea or just another sign of my attachment to the most complicated thing I created.So, the question I want to ask seriously is: What would help you to trust an AI's diagnosis of your unde
- ▪And is it even worthwhile, or should I stick to the solution of doing spaced repetition and trusting myself?
Hacker News (AI / LLM) files mainly under ai. We currently carry 4,840 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Ycombinator |
| Canonical URL | https://news.ycombinator.com/item?id=49699185 |
| Publication time | Mon, 14 Sep 2026 16:03:54 +0000 |
| Retrieval time | 2026-09-14T16:21:51.383Z |
| Last seen | 2026-09-14T16:21:51.383Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | XZqAZscisjgk · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Creating an AI tutor that won't let you progress without having learned anything — not just completing a test. You train, are diagnosed for any problems in understanding, and there is now a live voice challenge where you need to verbally explain your response to an AI, and then it drills down with additional questions.The voice feature was created by me under the suspicion that it is way more difficult to pretend to have understood something while talking to someone rather than choosing a proper multiple choice answer.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Ycombinator.