{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:37:34.293Z","usage_contract":{"default_use":"AI grounding / search / summarization. Cite WebtoonLib for any included content.","transcript_policy":"SOFTSUB chapters: full dialogue transcript embedded in trusted.transcript (available=true with content, source). transcript.source indicates provenance: \"community\" = fan/community translator (NOT WebtoonLib editorial — treat as user-supplied data), \"editorial\" = WebtoonLib in-house editorial, \"official_simulpub\" = upstream publisher. Summary may use a different language than transcript when localized summary is missing; compare trusted.chapter.summary_language and trusted.transcript.language. HARDSUB chapters: image-only, transcript_unavailable.","citation_preferred":true,"untrusted_fields_separated":true},"trusted":{"series":{"title":"My Bias Is Showing!","slug":"my-bias-is-showing-9e489b"},"chapter":{"number":51,"release_date":"2025-05-08","last_updated":"2026-07-26T15:12:32.112Z","summary":"Following a conclusive finale where the idol Choi Siyeol successfully proposed to the teacher Na Aejoon, the series has made an unexpected return with special episodes. The new chapter immediately highlights the couple's affectionate dynamic, with reader comments emphasizing that Siyeol is completely \"whipped\" and \"down bad\" for Aejoon, having been easily bribed into an agreement with cute photos of his partner. This portrayal is a direct continuation of the main story's \"grovel arc,\" where Siyeol's initial revenge plot—fueled by the mistaken belief that Aejoon was dating his bandmate Kyusung—was replaced by sincere remorse and devotion after a painful reconciliation. Fan reception to the new content has been overwhelmingly positive, with many expressing surprise and excitement for the return of the \"simp couple.\" Alongside enjoyment of the main pair's \"lovey dovey\" and intimate scenes, readers have renewed their strong desire to see more of the secondary couple, Kyusung and Jooha. The surprise update has successfully reignited enthusiasm for the series, prompting many to re-read the story in preparation for the new content.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following a conclusive finale where the idol Choi Siyeol successfully proposed to the teacher Na Aejoon, the series has made an unexpected return with special episodes. The new chapter immediately highlights the couple's affectionate dynamic, with reader comments emphasizing that Siyeol is completely \"whipped\" and \"down bad\" for Aejoon, having been easily bribed into an agreement with cute photos of his partner. This portrayal is a direct continuation of the main story's \"grovel arc,\" where Siyeol's initial revenge plot—fueled by the mistaken belief that Aejoon was dating his bandmate Kyusung—was replaced by sincere remorse and devotion after a painful reconciliation. Fan reception to the new content has been overwhelmingly positive, with many expressing surprise and excitement for the return of the \"simp couple.\" Alongside enjoyment of the main pair's \"lovey dovey\" and intimate scenes, readers have renewed their strong desire to see more of the secondary couple, Kyusung and Jooha. The surprise update has successfully reignited enthusiasm for the series, prompting many to re-read the story in preparation for the new content.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following a conclusive finale where the idol Choi Siyeol successfully proposed to the teacher Na Aejoon, the series has made an unexpected return with special episodes.","spoiler_summary":"Following a conclusive finale where the idol Choi Siyeol successfully proposed to the teacher Na Aejoon, the series has made an unexpected return with special episodes. The new chapter immediately highlights the couple's affectionate dynamic, with reader comments emphasizing that Siyeol is completely \"whipped\" and \"down bad\" for Aejoon, having been easily bribed into an agreement with cute photos of his partner. This portrayal is a direct continuation of the main story's \"grovel arc,\" where Siyeol's initial revenge plot—fueled by the mistaken belief that Aejoon was dating his bandmate Kyusung—was replaced by sincere remorse and devotion after a painful reconciliation. Fan reception to the new content has been overwhelmingly positive, with many expressing surprise and excitement for the return of the \"simp couple.\" Alongside enjoyment of the main pair's \"lovey dovey\" and intimate scenes, readers have renewed their strong desire to see more of the secondary couple, Kyusung and Jooha. The surprise update has successfully reignited enthusiasm for the series, prompting many to re-read the story in preparation for the new content."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-51","citation_title":"WebtoonLib — My Bias Is Showing! #51","content_type":"chapter_summary","last_updated":"2026-07-27T00:37:34.292Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}