{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:37:59.625Z","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":"Loving Yamada at Lv999","slug":"loving-yamada-at-lv999-c82c8f"},"chapter":{"number":81,"release_date":"2025-05-29","last_updated":"2026-02-02T02:26:56.331Z","summary":"Yamada's dreaded words, \"we need to talk,\" send Akane spiraling, triggering a powerful trauma response rooted in her ex-boyfriend's betrayal. Convinced she is about to be dumped for a prettier girl, Akane's insecurities overwhelm her in a raw, emotional confession. However, Yamada shatters her fears with profound patience and maturity, offering a startlingly devoted, if extreme, solution: to avoid all other women to make her feel secure. While Akane maturely rejects this, the vulnerable conversation successfully bridges their communication gap, solidifying their trust and unearthing a hint of a deeper, previously unknown trauma from Akane's past related to her online privacy.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Yamada's dreaded words, \"we need to talk,\" send Akane spiraling, triggering a powerful trauma response rooted in her ex-boyfriend's betrayal. Convinced she is about to be dumped for a prettier girl, Akane's insecurities overwhelm her in a raw, emotional confession. However, Yamada shatters her fears with profound patience and maturity, offering a startlingly devoted, if extreme, solution: to avoid all other women to make her feel secure. While Akane maturely rejects this, the vulnerable conversation successfully bridges their communication gap, solidifying their trust and unearthing a hint of a deeper, previously unknown trauma from Akane's past related to her online privacy.","key_events":["Yamada and Akane have a deep conversation to resolve insecurities and communication gaps."],"characters_involved":[{"name":"Akito Yamada","role_in_result":"Main"},{"name":"Akane Kinoshita","role_in_result":"Main"}],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Yamada's dreaded words, \"we need to talk,\" send Akane spiraling, triggering a powerful trauma response rooted in her ex-boyfriend's betrayal.","spoiler_summary":"Yamada's dreaded words, \"we need to talk,\" send Akane spiraling, triggering a powerful trauma response rooted in her ex-boyfriend's betrayal. Convinced she is about to be dumped for a prettier girl, Akane's insecurities overwhelm her in a raw, emotional confession. However, Yamada shatters her fears with profound patience and maturity, offering a startlingly devoted, if extreme, solution: to avoid all other women to make her feel secure. While Akane maturely rejects this, the vulnerable conversation successfully bridges their communication gap, solidifying their trust and unearthing a hint of a deeper, previously unknown trauma from Akane's past related to her online privacy."},"source":{"canonical_path":"/series/loving-yamada-at-lv999-c82c8f/chapter-81","citation_title":"WebtoonLib — Loving Yamada at Lv999 #81","content_type":"chapter_summary","last_updated":"2026-07-27T00:37:59.625Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/loving-yamada-at-lv999-c82c8f"}}