{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T01:27:38.224Z","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":23,"release_date":"2025-05-08","last_updated":"2026-07-26T11:00:43.938Z","summary":"Following the disturbing reveal of his secret obsession, Siyeol's manipulative plans begin to show cracks as he observes Aejoon's earnest fanboy antics. While Aejoon, sporting a comical \"crusty crab\" hat, is singularly focused on obtaining a photocard of another idol, Kyusung, Siyeol finds himself undeniably charmed. Despite his cruel intentions, Siyeol can't suppress a blush or his internal admission that Aejoon is cute, signaling that his feigned interest is rapidly becoming genuine. As Siyeol starts to fall into his own trap, his seduction plot is poised to backfire, with his budding affection built on a foundation of deception and a dark secret that Aejoon has yet to discover.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the disturbing reveal of his secret obsession, Siyeol's manipulative plans begin to show cracks as he observes Aejoon's earnest fanboy antics. While Aejoon, sporting a comical \"crusty crab\" hat, is singularly focused on obtaining a photocard of another idol, Kyusung, Siyeol finds himself undeniably charmed. Despite his cruel intentions, Siyeol can't suppress a blush or his internal admission that Aejoon is cute, signaling that his feigned interest is rapidly becoming genuine. As Siyeol starts to fall into his own trap, his seduction plot is poised to backfire, with his budding affection built on a foundation of deception and a dark secret that Aejoon has yet to discover.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the disturbing reveal of his secret obsession, Siyeol's manipulative plans begin to show cracks as he observes Aejoon's earnest fanboy antics.","spoiler_summary":"Following the disturbing reveal of his secret obsession, Siyeol's manipulative plans begin to show cracks as he observes Aejoon's earnest fanboy antics. While Aejoon, sporting a comical \"crusty crab\" hat, is singularly focused on obtaining a photocard of another idol, Kyusung, Siyeol finds himself undeniably charmed. Despite his cruel intentions, Siyeol can't suppress a blush or his internal admission that Aejoon is cute, signaling that his feigned interest is rapidly becoming genuine. As Siyeol starts to fall into his own trap, his seduction plot is poised to backfire, with his budding affection built on a foundation of deception and a dark secret that Aejoon has yet to discover."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-23","citation_title":"WebtoonLib — My Bias Is Showing! #23","content_type":"chapter_summary","last_updated":"2026-07-27T01:27:38.224Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}