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Show HN: Voca – Most AI tutors wander. I built one that follows a curriculum

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TL;DR · WeSearch summary

Ask a question mid-sentence; it answers, then picks the lesson right back up. And when you are ready to put it to work, sit a live mock interview and get a written report on how you did.Try it free for 10 minutesWatch how a session runsFree 10-minute trial, no card needed. After that, pay once per course — no subscription, ever.Live sessionInstructor"Let's look at why your CAC is climbing before we touch the funnel itself."You"Wait — can you back up a step?"Instructor"Sure.

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Hacker News (AI / LLM) files mainly under ai. We currently carry 3,756 of its stories.

Original article
Voca Lessons
Read full at Voca Lessons →

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Source · retrieval · rights · ranking — open for full record
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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 publisherVoca Lessons
Canonical URLhttps://vocalessons.com/
Publication timeWed, 05 Aug 2026 17:24:06 +0000
Retrieval time2026-08-05T17:35:41.929Z
Last seen2026-08-05T17:35:41.929Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClustercnLed2ivFfpD · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

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No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

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

Voice-first AI teachingStop reading slides.Start being taught.An AI teacher that builds your course — and prepares you for the interview.✦First 10 minutes free — no card requiredVoca builds a full curriculum for any skill — marketing, business, code, whatever you need — then a live AI instructor teaches it out loud, phase by phase, with a visual board that draws along as it talks. Ask a question mid-sentence; it answers, then picks the lesson right back up. And when you are ready to put it to work, sit a live mock interview and get a written report on how you did.Try it free for 10 minutesWatch how a session runsFree 10-minute trial, no card needed.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Voca Lessons.

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