A | 根据OpenRouter最新数据测算，上周（8月17日至8月23日）全球AI大模型总调用量为93.3万亿Token，环比增长23.9%。
B | South Korea has steadily built a reputation for creating some of the most inventive and spine-chilling horror films. If you are thinking of simple jump scares, you are in for a lot! Simply put, K-horror thrives on atmosphere, folklore, psychological complexity and a uniquely Korean blend of tragedy and terror. These films pull you in with stylish direction and layered storytelling. Interestingly, they leave you thinking about their implications long after you’ve locked all your doors and switched on every light in the house.If you’re ready for a guided tour through Korea’s most unforgettable nightmares, here are ten of the best Korean horror movies for you to watch with your lights on. In This Article 1. A Tale of Two Sisters (2003)2. The Wailing (2016)3. Train to Busan (2016)4. I Saw the Devil (2010)5. Gonjiam: Haunted Asylum (2018)6. Thirst (2009)7. The Host (2006)8. The Call (2020)9. Whispering Corridors (1998)10. The Piper (2015)1. A Tale of Two Sisters (2003) Kim Jee Woon’s gothic psychological horror remains a benchmark for modern Korean cinema. Loosely rooted in an old Joseon-era folktale, the story revolves around two sisters who return from a mental health facility only to encounter escalating tension with their cold and unpredictable stepmother. From its dreamlike cinematography to its suffocating atmosphere, the film invites viewers into a labyrinth of memory, trauma and hallucination. Instead of spelling things out, it asks you to piece together the truth. 2. The Wailing (2016) If A Tale of Two Sisters is a fairy-tale nightmare, The Wailing is a sprawling supernatural epic disguised as a crime drama. It is set in a quiet mountain village that is plagued by bizarre illnesses and gruesome murders. The film follows an overwhelmed police officer who becomes embroiled in a series of events involving shamans, demons and eerie strangers. Director Na Hong Jin blends spiritual mythology with real world dread. The Wailing isn’t just scary; it is unsettling in a way few films dare to be. 3. Train to Busan (2016) Zombie films may feel overdone, but Train to Busan revitalises the genre globally. It is set almost entirely aboard a high-speed train, as the story begins with a viral outbreak that transforms commuters into ravenous undead within minutes. What elevates the film isn’t just the tight, breathless action choreography but its emotional core. At its centre is a father trying to reconnect with his young daughter and their evolving bond anchors the chaos around them. The characters are well drawn, the social commentary is sharp, and the pacing is absolutely relentless. It is a perfect example of how Korean filmmakers turn genre films into human stories. 4. I Saw the Devil (2010) Not for the faint-hearted, as I Saw the Devil blurs the line between horror and thriller. A secret agent embarks on a mission of revenge after his fiancée is murdered by a sadistic serial killer. Now a cat-and-mouse chase begins that becomes a brutal story of vengeance. The film is horrifying because of the killer’s cruelty and the protagonist’s descent into moral corruption. It comes with slick cinematography and Kim Jee Woon manages to keep the audiences hooked with nerve-shredding tension. The violence is graphic and chilling, to say the least. 5. Gonjiam: Haunted Asylum (2018) This movie explores the lives of a group of young content creators. They visit an abandoned psychiatric hospital to livestream their investigation for views and sponsorship money. At first, it feels like a mischievous reality-TV stunt. It is complete with pranks planned to scare the audience. But once the group begins exploring deeper into the asylum, the pranks give way to very real and very terrifying phenomena. The film’s shaky-cam style makes each moment feel immersive and real. Also, its exploration of the internet culture adds a modern twist to the haunted-asylum trope. 6. Thirst (2009) Park Chan Wook’s Thirst is a vampire film unlike any other. The reasons being that it is sensual, tragic, darkly funny and unexpectedly philosophical. The story follows a devoted priest who becomes a vampire after volunteering for a medical experiment intended to save lives. The priest is suddenly torn between his religious convictions and his bloodthirsty new instincts. He begins an affair that spirals into guilt, violence and moral decay. As always, Chan Wook's visual flair elevates the film. Also, the movie does not rely on typical vampire cliches clichés. It uses the supernatural to examine human weakness and spiritual conflict. 7. The Host (2006) Though often labelled a monster movie, The Host is far more sophisticated than that simple description suggests. It is directed by the globally acclaimed Bong Joon Ho. But interestingly, this movie released before Parasite. It follows a dysfunctional but deeply loving family fighting to rescue their daughter from a mutated river creature that rises from Seoul’s Han River. The monster is frightening enough, but what sets the film apart is its blend of horror, political satire and heartfelt family drama. Bong uses the creature as a metaphor for Government failure, environmental negligence and societal indifference. It’s thrilling, funny, emotional and terrifying all at once. 8. The Call (2020) A more recent addition to the Korean horror canon, The Call combines time-travel elements with psychological horror. The premise centres on two women living decades apart but connected through a mysterious telephone line. It starts as an unusual friendship, but it quickly turns nightmarish when one of the women uses their link to manipulate the timeline. She gives way to her own violent impulses. The film escalates at a breakneck pace. It blends sci-fi, thriller and horror into a uniquely chilling ride. Its unpredictable twists and menacing energy keep viewers on edge until the final seconds. 9. Whispering Corridors (1998) A landmark in the revival of Korean horror during the late 1990s, Whispering Corridors is set in an elite all-girls school where mysterious deaths spark rumours of ghosts roaming the hallways. While it functions as a supernatural mystery, the film also critiques the pressures and abuses embedded within Korea’s academic system. Its success spawned a long-running anthology franchise, but the original remains the most impactful, thanks to its eerie atmosphere and emotionally charged storytelling. The school setting, with its empty classrooms and locked corridors, becomes a perfect stage for terror. 10. The Piper (2015) Inspired by the classic legend of the Pied Piper, this folk-horror gem is set in the aftermath of the Korean War. A wandering piper and his son arrive at a remote village plagued by a rat infestation. At first welcomed, he is soon betrayed by the superstitious villagers. It leads to one of the most chilling revenge arcs in Korean horror. It begins as a quiet and almost pastoral drama. Then it slowly transforms into a grotesque and poetic retribution. The film’s unsettling tone, creepy creature design and moral lessons make it a standout for fans of folklore-based horror.One thing is for sure, Korean horror doesn't simply aim to shock. It often reflects deep-rooted cultural anxieties about family expectations, social hierarchy, Government mistrust, colonial trauma, religious conflict and the wounds left by rapid modernisation. Ghosts in Korean cinema are rarely just monsters. They are symbols of unresolved guilt or injustice. Monsters represent societal failures. Revenge stories become meditations on morality. Even zombie films carry emotional weight.Stylistically, K-horror thrives on atmosphere. Directors take their time setting up tension, focusing on mood, character psychology and beautiful-yet-ominous visuals. The result is a mix of artful storytelling and gut-wrenching fear that resonates with global audiences.Also Read: Inspection Bungalow Review: A Quirky Horror Comedy That Fumbles Its Final Stretch。
C | 其中，上榜的AI大模型中，中国AI大模型周调用量达40.48万亿Token，环比增9.88%；同期美国AI大模型周调用量为9.66万亿Token，环比下滑5.85%。中国大模型周调用量连续十七周超过美国，稳居全球首位。
D | 
《每日经济新闻》注意到，上周，全球调用量排名前五中，中国AI大模型占据四席。其中，DeepSeek-V4-Flash-0731（即DeepSeek-V4-Flash正式版）连续三周位居第一，周调用量达11.6万亿Token，环比增长4%。
E | 一款代号为Ox Alpha（中文社区称“牛来”）的匿名模型冲进前二，周调用量达11.6万亿Token。据OpenRouter，Ox Alpha于8月20日上线，其上下文窗口约为104.8万Token，最大输出长度为13.1万Token，同时支持文本、图像和视频输入，预览期间可以免费调用。 独立研究员本·戴维斯（Ben Davis）选取软件工程基准DeepSWE中的10个子任务进行测试，Ox Alpha的通过率约为80%，高于Claude Fable 5的65%、GLM-5.3和Grok 4.6的62%，以及GPT-5.6 Sol的52%。 Ox Alpha的厂商身份仍未揭晓，技术指纹更多指向智谱GLM系列，与此同时，多名谷歌DeepMind研究员发帖暗示其为Gemini新版，目前尚无厂商正式认领。
小米MiMo-V2.5升至第三，周调用量达9.94万亿Token，环比增长162%；腾讯Hy3位居第四，周调用量达8.21万亿Token，环比下滑18%；DeepSeek-V4-Flash-0423（即DeepSeek-V4-Flash预览版）排名第五，周调用量达5.46万亿Token，环比增长13%。 值得注意的是，8月17日0时起，DeepSeek正式执行更新调整后的API价格，采用峰谷定价，空闲时段价格为高峰时段价格的一半。其中，V4-Pro高峰时间段涨幅最高达1100%。但从8月23日00:00起，DeepSeek API开放平台优化峰谷计费规则。调整后，周末（周六及周日）全天将不再区分峰谷时段，统一按低谷时段价格计费。 上周，DeepSeek-V4-Pro-0423周调用量达1.85万亿Token，环比下滑32%，排名第九。此前一周排名第八的Claude Opus 5、排名第九的谷歌Gemini 3.6 Flash跌出榜单。 免责声明：本文内容与数据仅供参考，不构成投资建议，使用前请核实。据此操作，风险自担。（文章来源：每日经济新闻）。
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