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Show HN: Calyxa – Browser Native AI tutor solving the "cheating" problem

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Show HN: Calyxa – Browser Native AI tutor solving the "cheating" problem
TL;DR · WeSearch summary

calyxahow it workspricinglog inAdd to Chrome — freeGet calyxaFeatured onProduct HuntStop copying. Start learning.Your Adaptive AI tutor that teaches directly on any homework, website, or PDF.Add to Chrome — freeWorks on Khan Academy, Canvas, Google Classroom & more.calyxahow it workspricinglog inAdd to Chrome — freeFeatured onProduct HuntStop copying.

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 3,306 of its stories.

Original article
Calyxa
Read full at Calyxa →

Story provenance

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 publisherCalyxa
Canonical URLhttps://calyxa.app
Publication timeTue, 21 Jul 2026 05:50:35 +0000
Retrieval time2026-07-21T06:42:33.721Z
Last seen2026-07-21T06:42:33.721Z
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.
ClusterbTJ4LWJIxKio
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

Rights status (four layers)

Publisher-declared
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

calyxahow it workspricinglog inAdd to Chrome — freeGet calyxaFeatured onProduct HuntStop copying. Start learning.Your Adaptive AI tutor that teaches directly on any homework, website, or PDF.Add to Chrome — freeWorks on Khan Academy, Canvas, Google Classroom & more.calyxahow it workspricinglog inAdd to Chrome — freeFeatured onProduct HuntStop copying. Start learning.Your Adaptive AI tutor that teaches directly on any homework, website, or PDF.Add to Chrome — freethe slope is rise over run, right?can you check where my signs flipped…what's a negative minus a negative?✧ ExploringCanvasKhan AcademyMyLab MathDeltaMathWebAssignAP ClassroomGoogle ClassroomChromeFileEditViewHistoryBookmarksWindowHelpSat Jul 1911:25 AMSolve for a side in right triangles | Khan…

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

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