{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T01:27:24.651Z","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":12,"release_date":"2025-05-08","last_updated":"2026-07-26T10:55:20.795Z","summary":"The chasm of misunderstanding deepens as the true, misguided nature of Siyeol's intentions comes to light. Convinced that his bandmate Kyusung is cheating on another member with Aejoon, Siyeol doubles down on his cold-hearted revenge plot, sending manipulative texts with a deadpan expression. The dramatic irony is lost on the characters but not the readers, who now know that Aejoon and Kyusung are merely cousins. While Siyeol's baseless vendetta escalates, an oblivious Aejoon remains lost in his fanboy reverence, completely unaware he is a pawn in a game that promises future heartbreak.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The chasm of misunderstanding deepens as the true, misguided nature of Siyeol's intentions comes to light. Convinced that his bandmate Kyusung is cheating on another member with Aejoon, Siyeol doubles down on his cold-hearted revenge plot, sending manipulative texts with a deadpan expression. The dramatic irony is lost on the characters but not the readers, who now know that Aejoon and Kyusung are merely cousins. While Siyeol's baseless vendetta escalates, an oblivious Aejoon remains lost in his fanboy reverence, completely unaware he is a pawn in a game that promises future heartbreak.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The chasm of misunderstanding deepens as the true, misguided nature of Siyeol's intentions comes to light.","spoiler_summary":"The chasm of misunderstanding deepens as the true, misguided nature of Siyeol's intentions comes to light. Convinced that his bandmate Kyusung is cheating on another member with Aejoon, Siyeol doubles down on his cold-hearted revenge plot, sending manipulative texts with a deadpan expression. The dramatic irony is lost on the characters but not the readers, who now know that Aejoon and Kyusung are merely cousins. While Siyeol's baseless vendetta escalates, an oblivious Aejoon remains lost in his fanboy reverence, completely unaware he is a pawn in a game that promises future heartbreak."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-12","citation_title":"WebtoonLib — My Bias Is Showing! #12","content_type":"chapter_summary","last_updated":"2026-07-27T01:27:24.651Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}