Show HN: Socratix – an AI tutor for proving mastery, not memorizing
🚀 The AI-Native Curriculum EngineMaster Anything. Socratix builds a personalized curriculum graph, forces active practice, and validates your understanding with intelligent diagnostics and upcoming AI voice vivas.Start Learning for FreeView ArchitectureLearning Goal: Behavioral Economics & Market DynamicsLive Socratic Engine1. Adaptive GraphDAG Node 03Price Elasticity & SurplusPrerequisite nodes verified.
- ▪🚀 The AI-Native Curriculum EngineMaster Anything.
- ▪Socratix builds a personalized curriculum graph, forces active practice, and validates your understanding with intelligent diagnostics and upcoming AI voice vivas.Start Learning for FreeView ArchitectureLearning Goal: Behavioral Economics &
- ▪Adaptive GraphDAG Node 03Price Elasticity & SurplusPrerequisite nodes verified.
Hacker News (AI / LLM) files mainly under ai. We currently carry 4,494 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
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 | Socratix |
| Canonical URL | https://socratix-nine.vercel.app |
| Publication time | Fri, 11 Sep 2026 16:59:44 +0000 |
| Retrieval time | 2026-09-11T18:53:48.321Z |
| Last seen | 2026-09-11T18:54:06.497Z |
| 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 | 9ddSS1kYpv06 · 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
🚀 The AI-Native Curriculum EngineMaster Anything. Not Videos.Escape tutorial hell. Socratix builds a personalized curriculum graph, forces active practice, and validates your understanding with intelligent diagnostics and upcoming AI voice vivas.Start Learning for FreeView ArchitectureLearning Goal: Behavioral Economics & Market DynamicsLive Socratic Engine1. Adaptive GraphDAG Node 03Price Elasticity & SurplusPrerequisite nodes verified. Sub-path dynamically unlocked based on prior responses.First Principles Cleared2. Active PracticeIn ProgressAnalytical Problem“When demand is inelastic, who absorbs the majority of a specific commodity tax?”Pattern Analysis:Zero Guesswork3.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Socratix.
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