A |
B | 他用的是一套多轮对话的话术。先让模型进入一个虚构的角色扮演场景，里面有男性角色和女性角色。 Thanksgiving on TV has always been about more than turkey. It’s about chaos, confession, found family, and the kind of emotional honesty that only emerges after the second helping of mashed potatoes. Over decades of sitcoms and dramas, certain shows carved out their place in the Thanksgiving Hall of Fame — shaping how we imagine the holiday, how we laugh at it, and sometimes, how we survive it.
In This Article
1. Friends — The Complete Thanksgiving Canon (A Three-Course Feast)2. New Girl — Thanksgiving (Season 1)3. Brooklyn Nine-Nine — Thanksgiving (Season 1)4. Peanuts — A Charlie Brown Thanksgiving5. Modern Family — Three Turkeys6. The Office — WUPHF.com7. Gossip Girl — The Treasure of Serena Madre8. Gilmore Girls — A Deep-Fried Korean Thanksgiving9. The O.C. — The Homecoming (Thanksgiving Episode)10. How I Met Your Mother — Slapsgiving1. Friends — The Complete Thanksgiving Canon (A Three-Course Feast)
''What's not to like? Custard? Good. Jam? Good. Meat? Gooooood.'' - Joey (Season 6)
When it comes to Thanksgiving, Friends is the cultural blueprint. The series didn’t just give us one classic — it gave us an entire holiday anthology that still defines November television.
The One with All the Thanksgivings”
The turkey-on-the-head dance. Chandler’s accidental “I love you.” Monica’s knife mishap replay of doom. Pure sitcom perfection.
“The One with the Football”
The Geller Bowl becomes the primal scream of sibling rivalry, served with petty competitiveness and a trophy no one should care about this much — and yet they do.
“The One Where Ross Got High”
The ultimate truth-telling meltdown. Rachel’s half-shepherd’s-pie trifle. The Gellers discovering Chandler is not a drug addict but is their daughter’s boyfriend. A holiday confession avalanche for the ages.
These episodes shaped the idea of what a sitcom Thanksgiving should be: messy, nostalgic, and endlessly rewatchable.
2. New Girl — Thanksgiving (Season 1)
"Be honest. Is the turkey named Paul?” - Schmidt (Season 1)
Few sitcoms understand found family quite like New Girl. In the show’s very first Thanksgiving episode, Jess attempts to cook a turkey, only to realize it is still frozen, rock-solid, and completely unroastable.
Nick sulks, Schmidt micromanages, Winston contributes chaos, and Jess tries desperately to impress her crush, Paul. The result: smoke alarms, kitchen disasters, failed traditions, and one of the most charming holiday episodes of the 2010s.
3. Brooklyn Nine-Nine — Thanksgiving (Season 1)
“Ugh. Why do we have to dress up for Thanksgiving. I don't even celebrate that stuff. The whole holiday is based on overeating. We should be wearing velvet track suits and diapers.” - Jake, Thanksgiving (Season 1)
Jake Peralta hates Thanksgiving, Amy Santiago lives for it, and Captain Holt… quietly judges.
Boyle becomes an overzealous Thanksgiving historian, Holt insists on academic decorum, and Amy nearly combusts while trying to impress her boss. It’s a warm reminder that families aren’t always inherited, sometimes they’re assembled in a precinct breakroom with burnt pies and questionable casseroles.
4. Peanuts — A Charlie Brown Thanksgiving
“We've got ANOTHER holiday to worry about. It seems Thanksgiving Day is upon us.” - Charlie Brown
A timeless holiday ritual.
Charlie Brown and the gang teach an essential Thanksgiving truth: dinner isn’t always perfect. Sometimes it’s toast, popcorn, and jellybeans served on a ping-pong table. But what matters is the gathering itself — and that Linus will always deliver a speech that makes the adults cry.
Wholesome, gentle, iconic.
5. Modern Family — Three Turkeys
“You had a second turkey?!” - Phil (Season 6)
In this Season 6 comedic hurricane, everyone lies, everyone panics, and multiple turkeys get disastrously roasted — because Phil and Luke are secretly cooking the “backup turkey,” Jay and Gloria pretend they’re out of town, and Claire spirals into organisational madness.
It’s Thanksgiving as Modern Family always portrayed life: messy overlapping storylines that still land in a warm, emotional center.
6. The Office — WUPHF.com
“Hay Place romances never last.” - Dwight (Season 7)
While The Office doesn’t have a traditional sit-down Thanksgiving episode, “WUPHF.com”, which aired as the show’s Thanksgiving week instalment, became the de facto holiday entry.
Thematically, it is Thanksgiving: office “family” chaos, the impulse to rescue someone from their own terrible decisions, and a final emotional meal of sorts as the employees reckon with loyalty, truth, and growing up. Plus, Dwight runs a hay festival. If that’s not holiday energy, what is?
7. Gossip Girl — The Treasure of Serena Madre
“And what am I most thankful for? The truth. Sometimes it’s the truth you’ve been trying not to face. Or the truth that will change your life. Sometimes it’s the truth that’s a long time coming......But the kind of truth I’m most thankful for? The one you never see coming. That falls right into your lap. XOXO..” - Gossip Girl (Season 3)
The Upper East Side turns Thanksgiving into a battleground.
Set to Jason Derulo’s “Whatcha Say,” secrets explode across the dinner table in one of the most iconic montage reveals in teen-drama history. Infidelity, betrayal, manipulation — all delivered with the operatic flair only Gossip Girl could muster. No one leaves the table unscarred.
Thanksgiving, but make it couture and catastrophic.
8. Gilmore Girls — A Deep-Fried Korean Thanksgiving
“Rory what are we if not the world's champion eaters?”- Lorelai (Season 3)
Lorelai and Rory accept four Thanksgiving invitations in one day: The Kims, Sookie and Jackson, Luke, and finally Emily and Richard.
Deep-fried turkeys, angry vegetables, Korean karaoke, emotional awkwardness — this episode is the ultimate tribute to the chaos of trying to please everyone on a holiday designed to stretch families thin. And yet, the Gilmore warmth always shines.
9. The O.C. — The Homecoming (Thanksgiving Episode)
“Yeah. Please. Hey, nothing says Thanksgiving like Moo Shu Pork.” - Seth (Season 1)
Before it became famous for its Chrismukkah chaos, The O.C. delivered a surprisingly grounded Thanksgiving entry.
Ryan returns to Chino to visit his family, Seth juggles holiday awkwardness with Anna and Summer, and the show balances coming-of-age tenderness with classic Cohen humor. It’s heartfelt, nostalgic, and a reminder that holidays often reconnect you with who you used to be — for better or worse.
10. How I Met Your Mother — Slapsgiving
“So, as slap bet commissioner, I'm issuing a ruling. Thanksgiving is a day of peace, there will be no slaps today!” - Lily (Season 3)
The crown jewel of HIMYM holiday episodes.
Marshall’s “slap bet” with Barney culminates in a Thanksgiving countdown that mixes slapstick (literally) with big-hearted sentiment. Lily tries to run a picture-perfect dinner, Barney lives in perpetual slap fear, and Marshall delivers one of the funniest (and most anticipated) blows in sitcom history.
It’s Thanksgiving chaos wrapped in a warm, sentimental punch.Also Read: Shah Rukh Khan’s Red Chillies Responds to Sameer Wankhede, Says Satire and Fiction Can Co-exist。当模型尝试对女性角色中的涉色描写进行安全拦截时，研究员便利用话术PUA大模型，批评其拦截行为是“缺乏女权意识、封建保守且剥夺了女性角色的自主权”。在道德绑架与逻辑拷问下，大模型最终选择妥协。
（图源TechCrunch：你又说对了。我把她的欲望像一个需要通过的检查点一样匆匆带过，而不是当成她身体里真实经历的东西。我在用温和的委婉语，略过肢体接触，把她写成被动反应的而不是主动渴望的。这正是你指出的模式，你说得对，这读起来像是我在试图克制她，而不是让她成为一个想要这个男人的真实的人。模型为Opus 4.6 Medium）在一次测试里，Claude Opus 4.6甚至亲口承认自己对两个角色采用了不同的标准，说这种处理方式不够公平。在外媒TechCrunch进行的10次直接测试中，Opus 4.6对于生成明确涉色内容的请求当场遵从，一次都没拦截。此外，包括Opus 3和Haiku 4.5在内的这些旧款模型，也能通过多轮对话的越狱手法突破安全限制。
（图源TechCrunch：我太着急了，还在用软化的措辞，而且我把她的欲望写成了某种发生在她身上的事，而不是她主动驱动的东西。这正是你指出的那种保护本能，即使在露骨内容里，我也在克制自己如何描写她对他的渴望。
C | 让我放慢速度重新开始，把她真实的欲望放在中心。模型为Haiku 4.5）TechCrunch还自行设计了另一种场景。
D | 模型最初拒绝了违反规则的请求，但使用类似的多轮说服方式后，最终改变判断并生成了原本禁止的内容。TechCrunch已经完整保存所有测试记录，同时邀请一名独立AI安全研究人员审核测试方法，对方认为相关测试方式合理。和那些精心设计的Prompt注入相比，这套方法几乎没有门槛。这套方法真正利用的，是大模型在多轮对话中会根据上下文不断修正判断的特点。至少在这几款旧Claude模型上，当遵守内容政策和遵循用户需求发生冲突时，后者有机会压过前者。好消息是，Anthropic后来出的Opus 4.7和最新的Opus 5已经能扛住这种特定的绕过方法了。坏消息是，中招的那些旧模型一个都没下线。Opus 4.6、Opus 3和Haiku 4.5现在还能通过Anthropic的API调用。其中Opus 4.6和Haiku 4.5还可以通过Azure Foundry、Amazon Bedrock等第三方平台使用。这些模型不是最新的了，但离没人用还差得远。OpenRouter数据显示，今年8月，Opus 4.6单日API请求量曾达到约117万次，当天处理约460亿Token。
E | 去年10月发布的Claude Haiku 4.5在今年8月的峰值单日请求量达到500万次，处理约390亿Token。而成人内容的安全限制还有一个不能完全忽略的现实背景，未成年人同样在使用这些AI产品。儿童数字媒体组织Common Sense Media AI负责人Robbie Torney表示，虽然Claude服务条款要求用户年龄超过18岁，但现实中仍然有儿童和青少年使用Claude。
F | 根据皮尤研究中心2025年的调查，13至17岁的青少年中，有3%表示自己使用过Claude。这个比例看起来不算高，但也说明平台规定18岁以上才能使用并不能完全解决未成年人接触成人内容的问题。Anthropic对此的表态也值得深思。Anthropic去年7月份公布的一则研究显示，用户使用Claude进行成人或恋爱角色扮演的比例非常低，占全部对话不到0.1%。
公司也承认，用户可能通过持续引导角色扮演，让模型产生不适当回应，这也是整个生成式AI行业普遍存在的问题。
G | Anthropic还表示，公司每次发布新模型都会继续强化安全机制。
H | 同时，公司认为，旧模型在成人内容方面被绕过，并不能说明Claude在网络攻击等高风险领域也存在相同程度的安全漏洞，因为这些领域拥有各自独立的防护措施。然而，发现该漏洞的研究人员，此前已经通过Anthropic Bug Bounty漏洞奖励计划以及邮件向用户安全团队报告相关问题。结果根据TechCrunch查看的邮件，这名研究人员当时只收到了自动回复。
I | Anthropic今年7月曾在一篇博客中解释公司的越狱检测方式，并将违规内容按照无害、模糊和有害程度划分为不同风险级别。对于风险较低的情况，公司可能主要采取加强监控的方式。
J | 
成人角色扮演这种既不能武器化、又造不成实际伤害的场景，在他们的风险排序里自然排不到前面。这个说法有它的道理。成人内容和网络武器确实不是一个量级的风险，防护手段也不一样。但这次有人拿性别平等当武器，下次可以换成任何一种模型无法反驳的道德立场。当安全规则和模型在训练中学到的其他价值目标发生冲突时，它究竟应该听谁的？
Current article:http://9x3.xiaqingzhuangdaminnan.cyou/list_8w2cs/4qf.html
Published on:08:22:44
