{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:37:00.238Z","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":30,"release_date":"2025-05-08","last_updated":"2026-07-26T11:05:17.151Z","summary":"The narrative has pivoted from recent domestic fluff back to its central conflict, driven by a major misunderstanding. Choi Siyeol, operating under the false assumption that Na Aejoon is the ex-lover of his bandmate Kyusung, deliberately displays affection for Aejoon in front of Kyusung to provoke a jealous reaction. This act is part of Siyeol's original, albeit forgotten, revenge plot. However, readers are aware that Aejoon and Kyusung are cousins, making Siyeol's attempt at provocation comically misguided and Kyusung's actual reaction one of disgust. The fan community is overwhelmingly amused by Siyeol's \"dumbness,\" eagerly anticipating the \"magnificently devastating\" drama that will unfold when Kyusung inevitably reveals the truth. This moment is seen as the long-awaited catalyst for the plot's primary angst, forcing Siyeol to confront the foolishness of his actions and the genuine feelings he has developed for Aejoon. While a few readers question the believability of Siyeol's motivation, the consensus is a fervent desire to see the misunderstanding cleared up and witness Siyeol's subsequent embarrassment and guilt.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The narrative has pivoted from recent domestic fluff back to its central conflict, driven by a major misunderstanding. Choi Siyeol, operating under the false assumption that Na Aejoon is the ex-lover of his bandmate Kyusung, deliberately displays affection for Aejoon in front of Kyusung to provoke a jealous reaction. This act is part of Siyeol's original, albeit forgotten, revenge plot. However, readers are aware that Aejoon and Kyusung are cousins, making Siyeol's attempt at provocation comically misguided and Kyusung's actual reaction one of disgust. The fan community is overwhelmingly amused by Siyeol's \"dumbness,\" eagerly anticipating the \"magnificently devastating\" drama that will unfold when Kyusung inevitably reveals the truth. This moment is seen as the long-awaited catalyst for the plot's primary angst, forcing Siyeol to confront the foolishness of his actions and the genuine feelings he has developed for Aejoon. While a few readers question the believability of Siyeol's motivation, the consensus is a fervent desire to see the misunderstanding cleared up and witness Siyeol's subsequent embarrassment and guilt.","key_events":["Siyeol flaunts his relationship with Aejoon in front of Kyusung to incite jealousy, unaware they are cousins."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The narrative has pivoted from recent domestic fluff back to its central conflict, driven by a major misunderstanding.","spoiler_summary":"The narrative has pivoted from recent domestic fluff back to its central conflict, driven by a major misunderstanding. Choi Siyeol, operating under the false assumption that Na Aejoon is the ex-lover of his bandmate Kyusung, deliberately displays affection for Aejoon in front of Kyusung to provoke a jealous reaction. This act is part of Siyeol's original, albeit forgotten, revenge plot. However, readers are aware that Aejoon and Kyusung are cousins, making Siyeol's attempt at provocation comically misguided and Kyusung's actual reaction one of disgust. The fan community is overwhelmingly amused by Siyeol's \"dumbness,\" eagerly anticipating the \"magnificently devastating\" drama that will unfold when Kyusung inevitably reveals the truth. This moment is seen as the long-awaited catalyst for the plot's primary angst, forcing Siyeol to confront the foolishness of his actions and the genuine feelings he has developed for Aejoon. While a few readers question the believability of Siyeol's motivation, the consensus is a fervent desire to see the misunderstanding cleared up and witness Siyeol's subsequent embarrassment and guilt."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-30","citation_title":"WebtoonLib — My Bias Is Showing! #30","content_type":"chapter_summary","last_updated":"2026-07-27T00:37:00.237Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}