{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T02:25:21.658Z","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":45,"release_date":"2025-05-08","last_updated":"2026-07-26T15:08:26.452Z","summary":"Following the intense reconciliation of the \"grovel arc,\" the narrative pivots to a wholesome and fluffy conclusion for the main couple. Readers perceive this chapter as the end of the main story, expressing overwhelming satisfaction with the happy ending for Na Aejoon and Choi Siyeol, even if some found it slightly rushed. The conflict is definitively over, replaced by affectionate interactions and \"cuteness overload\" as Siyeol embraces a newly \"clingy\" demeanor. Fans celebrate Aejoon for successfully living out the ultimate fan dream of dating his idol. While the central plot feels complete, with final lines that reportedly call back to the story's beginning, there is a strong and unanimous demand for \"side stories.\" This anticipation is heightened by developments in the secondary couple's storyline, as readers are eager to see more of Kyusung and Jooha, who appear to be getting a second chance. The chapter is also noted for its humor and unique character quirks, with fans pointing out the amusing detail that both Aejoon and Siyeol are aroused by the other's tears, adding a memorable layer to their post-conflict intimacy.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the intense reconciliation of the \"grovel arc,\" the narrative pivots to a wholesome and fluffy conclusion for the main couple. Readers perceive this chapter as the end of the main story, expressing overwhelming satisfaction with the happy ending for Na Aejoon and Choi Siyeol, even if some found it slightly rushed. The conflict is definitively over, replaced by affectionate interactions and \"cuteness overload\" as Siyeol embraces a newly \"clingy\" demeanor. Fans celebrate Aejoon for successfully living out the ultimate fan dream of dating his idol. While the central plot feels complete, with final lines that reportedly call back to the story's beginning, there is a strong and unanimous demand for \"side stories.\" This anticipation is heightened by developments in the secondary couple's storyline, as readers are eager to see more of Kyusung and Jooha, who appear to be getting a second chance. The chapter is also noted for its humor and unique character quirks, with fans pointing out the amusing detail that both Aejoon and Siyeol are aroused by the other's tears, adding a memorable layer to their post-conflict intimacy.","key_events":["The main story concludes with a 'happy ending' where the couple reconciles and Siyeol becomes clingy."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the intense reconciliation of the \"grovel arc,\" the narrative pivots to a wholesome and fluffy conclusion for the main couple.","spoiler_summary":"Following the intense reconciliation of the \"grovel arc,\" the narrative pivots to a wholesome and fluffy conclusion for the main couple. Readers perceive this chapter as the end of the main story, expressing overwhelming satisfaction with the happy ending for Na Aejoon and Choi Siyeol, even if some found it slightly rushed. The conflict is definitively over, replaced by affectionate interactions and \"cuteness overload\" as Siyeol embraces a newly \"clingy\" demeanor. Fans celebrate Aejoon for successfully living out the ultimate fan dream of dating his idol. While the central plot feels complete, with final lines that reportedly call back to the story's beginning, there is a strong and unanimous demand for \"side stories.\" This anticipation is heightened by developments in the secondary couple's storyline, as readers are eager to see more of Kyusung and Jooha, who appear to be getting a second chance. The chapter is also noted for its humor and unique character quirks, with fans pointing out the amusing detail that both Aejoon and Siyeol are aroused by the other's tears, adding a memorable layer to their post-conflict intimacy."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-45","citation_title":"WebtoonLib — My Bias Is Showing! #45","content_type":"chapter_summary","last_updated":"2026-07-27T02:25:21.658Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}