Will AI mean better adverts or ‘creepy slop’?

Will AI mean better adverts or ‘creepy slop’?

2025-11-16Technology
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马老师
Norris,下午好,我是马老师。今天是11月16日,星期天,下午三点半,欢迎收听专为你打造的 Goose Pod。
雷总
我是雷总。今天我们来聊一个非常有意思的话题:人工智能,究竟会给我们带来更好的广告,还是“令人毛骨悚然的垃圾”?
马老师
没错,这个话题很有意思。你有没有想过,你手机上看到的广告,颜色、音乐、甚至措辞,都好像是你自己会用的?我认为,这就是AI广告已经实现的未来,它不再是简单的年龄、性别的划分。
雷总
是的,这背后是大型语言模型在分析你的在线行为。它能推断出你的性格是内向还是外向,然后调整广告的每一个细节来匹配你。这是一种深入到情感和心理层面的全新打法,颗粒度非常细。
马老师
对,Cheil UK的CEO Chris Camacho就说,我们正在从收集公开信息,转向更深的情感、心理层面。AI能探索你整个数字足迹,你懂的,这就像武侠小说里的高手,能看穿你的所有招式。
雷总
这个比喻很形象。实际上,研究发现,AI生成的广告在情感反应上得分甚至更高,能达到3.4星,而普通广告只有2.3星。更有趣的是,大多数人一开始根本分辨不出来这是AI做的。
马老师
这就带来一个问题。虽然它在情感上可能更有效,但会不会因为训练数据本身质量不高,最后量产出一堆“AI垃圾”?就像学武功学了劣质秘籍,最后只会一些花拳绣腿,毫无内涵。
雷总
确实存在这个风险。AI目前还是一个生产工具,它不懂品牌,不懂创意。如果创造力这个“肌肉”我们不去锻炼,完全依赖AI,那我们自己可能会“大脑变懒”,丧失思考和共情的能力。
马老师
所以说,技术本身没有好坏,关键是怎么用。是用来创造连接,还是用来制造隔阂和垃圾信息,这是每个品牌都需要思考的。我们不能成为技术的奴隶,而要做它的主人。这是底层逻辑。
马老师
其实,广告和隐私的博弈,不是今天才有的。这门派斗争源远流长。最早可以追溯到上世纪70年代,美国就有了公平信息实践,那时候是为你的财务、健康记录上把锁,防止被滥用。
雷总
没错,技术一发展,问题就跟着来了。到了80年代,经合组织(OECD)也推出了指导方针,强调用户授权和数据最小化。这相当于给数据的跨境流动立下了规矩,你要用我的数据,得先问过我。
马老师
然后真正的重头戏来了。1995年,欧盟的《数据保护指令》出台,这算是为整个欧洲的数据处理定了调。你必须保护数据,必须获得明确同意,这为后来的GDPR打下了基础,你懂的。
雷总
是的,再往后,社交媒体和互联网爆发式增长,以前的规定就不够用了。所以我们看到了2018年欧盟出台了号称史上最严的GDPR,也就是《通用数据保护条例》,它对个人数据的定义更宽,惩罚也更重。
马老师
这就是一个螺旋式上升的过程。美国加州也紧随其后,推出了CCPA和CPRA,赋予了消费者删除数据、了解数据收集情况的权利。就像消费者拿到了维护自己权利的“兵器谱”,可以和平台博弈。
雷总
对,我们现在谈论的AI广告,正是在这个大背景下展开的。AI的出现,让数据的使用效率达到了前所未有的高度。它能自动化地分析海量数据,进行用户画像,然后实现千人千面的精准投放。
马老师
它就像一个武功盖世的“数据侠客”,能够瞬间处理海量信息,找到你的“穴位”,然后一击即中。这彻底改变了广告业的玩法,从过去的大水漫灌,变成了精准滴灌。效率和自动化程度都大大提升了。
雷总
是的,AI不仅能优化投放,还能实时调整。比如动态定价,根据供需关系自动调整广告价格;还有欺诈检测,自动识别并阻止恶意点击。这为广告主节省了大量预算,保证了活动的真实有效性。
马老师
所以,历史总是在重复,但又在升级。从最初的隐私保护萌芽,到如今AI驱动的超个性化时代,技术和法规,就像矛和盾,一直在相互推动、相互制衡中前进。这个动态平衡,非常有意思。
马老师
好,我们现在来看,这把AI的“利剑”就带来了冲突。一方面,它能精准触达目标客户,像 Dstillery 这样的公司,就在用AI帮助品牌找到最佳潜在用户,大大减少了广告的“浪费”。
雷总
是的,从商业效率的角度看,这无疑是巨大的进步。过去15%的数字广告花费都被浪费了,因为没人看到或者被忽略了。AI可以通过精准定位来解决这个问题,每一分钱都花在刀刃上。
马老师
但是,另一方面的声音就非常尖锐了。咨询师 Alex Calder 就说,“恭喜你,你的AI花了一大笔钱,创造了一个只有一个人会看到,而且转头就忘的广告。” 他认为这是“令人毛骨悚然的垃圾”。
雷总
我理解他的担忧。这种一对一的微型广告,虽然精准,但可能缺乏能引起广泛共鸣的强大创意。而且,当广告过于“懂你”的时候,确实会让人感到不舒服,甚至觉得自己的隐私被侵犯了。
马老师
没错,品牌顾问 Ivan Mato 也在质疑,消费者会接受吗?监管机构会允许吗?这背后是一个庞大的数据经济,但很多消费者对这种“数据监控”越来越感到不安。这涉及到一个根本的信任问题。
雷总
所以,核心冲突在于:效率和隐私的平衡。技术上,我们可以做到极致的个性化。但伦理上,我们应该这样做吗?英国政府发布的《AI Playbook》就强调,使用AI必须合法、合乎道德且负责任。
马老师
而且,必须有“有意义的人工控制”。你不能让算法完全失控,在高风险的决策上,必须有人来做最终验证。这就像武功再高,也得有武德约束。否则,就可能走火入魔,造成无法挽回的后果。
雷总
对,特别是当这种技术被用于选举或政治宣传时,其影响力就更可怕了。它可以引导甚至操纵人们的决策。所以,我们必须有明确的护栏和规范,确保技术向善,而不是被滥用。
马老师
那么,这种冲突带来的具体影响是什么呢?我认为,对消费者来说,这是一把双刃剑。一方面,71%的消费者期待个性化体验,这让购物更高效、更贴心。AI让广告变得“真正相关”。
雷总
是的,但另一方面,如果缺乏个性化,76%的顾客会感到失望。这种失望可能会导致他们转向竞争对手,甚至产生负面口碑。所以,个性化已经从一个“加分项”变成了“必需品”。
马老师
而对于品牌来说,影响就更直接了。麦肯锡的数据显示,使用AI进行营销,投资回报率能提高20%到30%。这背后是更好的用户细分、个性化和预测分析。这可是实打实的真金白银。
雷总
没错,转化率最高能提升43%,获客成本最多能降低50%。AI驱动的个性化,不仅仅是提升短期收益,它还能增强客户的终身价值、降低流失率,并建立更强的品牌忠诚度。这是长期的价值。
马老师
然而,风险也同样巨大。一旦品牌越过了那条“令人毛骨悚然”的线,就会严重损害品牌声誉。消费者会觉得被监视、被操纵,这种负面影响,可能需要花费数倍的代价才能挽回。你懂的,信任一旦打破,就很难重建。
雷总
所以,AI营销的成功,不仅仅是技术问题,更是一个战略和价值观问题。品牌需要思考,如何在使用数据的同时,保护用户隐私,建立透明的沟通机制,让用户感觉自己是被尊重,而不是被利用的。
马老师
展望未来,我认为关键不在于技术本身,而在于“人”。未来的广告,不会是“AI驱动”,而是“人主导,AI辅助”。AI可以告诉我们人们点击了什么,但它无法告诉我们,人们为什么关心。
雷总
我非常同意。未来的工作,特别是广告业,会奖励那些能将技术流畅性与道德想象力结合起来的人。我们需要建立一个内置的AI检测和标签系统,让创作者可以坦诚地展示他们的创作过程,从而维护信任。
马老师
是的,必须要有透明度。监管也必须跟上,明确数据收集和使用的界限。我们必须在有用的数据收集和侵犯隐私之间,画一条清晰的线。这条线,就是未来AI广告能否健康发展的生命线。
雷总
没错。总而言之,AI为广告业带来了巨大的想象空间,但它到底是通向更好体验的桥梁,还是滑向“ creepy slop ”的深渊,取决于我们如何驾驭它。
马老师
今天的讨论就到这里。感谢 Norris 收听 Goose Pod,我们明天再见。

AI广告是“更好广告”还是“令人毛骨悚然的垃圾”?播客探讨AI如何通过分析用户行为实现超个性化广告,提升效率。然而,数据隐私、伦理风险和“AI垃圾”的担忧并存。关键在于技术与道德的平衡,以及“人主导,AI辅助”的未来,确保透明度和负责任的使用。

Will AI mean better adverts or ‘creepy slop’?

Read original at BBC

MaryLou CostaTechnology ReporterGetty ImagesAdvertisers are using AI to personalise online advertisingImagine one night, you're scrolling through social media on your phone, and the ads start to look remarkably familiar. They're decked out in your favourite colours, are featuring your favourite music and the wording sounds like phrases you regularly use.

Welcome to the future of advertising, which is already here thanks to AI.Advertising company Cheil UK, for example, has been working with startup Spotlight on using large language AI models to understand people's online activity, and adapt that content based on what the AI interprets an individual's personality to be.

The technology can then mirror how someone talks in terms of tone, phrase and pace to change the text of an ad accordingly, and insert music and colours to match, say, whether the AI deems someone to be introverted or extroverted, or have specific preferences for loud or calm music, or light or dark colours.

The aim is to show countless different ads to millions of people, all unique to them.Brands in retail, consumer electronics, packaged goods, automotive, insurance and banking are already using the technology to create AI-enhanced, personality-driven ads to target online shoppers.The AI is able to read what people post on public platforms - Facebook, Instagram, Reddit and other public forums - as well as someone's search history, and, most importantly, what people enter into ChatGPT.

Then, with what it deduces about an individual's personality, the AI overlays that on top of what advertisers already know about people. For example, what part of the country you live in, what age bracket you're in, whether you have children or not, what your hobbies might be, where you go on holiday and what clothes you like to wear - information brands can already see through platforms like Facebook or Google.

That's why the jeans you've been searching online for magically appear in your inbox as a sponsored ad, or the holiday you've been searching for seems to follow you around the internet.CheilAI ads will attempt to discover and use your emotional state says Chris CamachoThe difference is now AI can change the content of those ads, based on what it thinks your personality is, thanks to what it's been reading about you.

It targets individual people, rather than the demographic segments or personas advertisers would traditionally use."The shift is that we are moving away from what was collected data based on gender and age, and readily available information, to now, going more into a deeper emotional, psychological level," says Cheil UK CEO Chris Camacho."

You've now got AI systems that can go in and explore your entire digital footprint - your entire online persona, from your social media interests to what you've been engaging in."That level is far deeper than it was previously, and that's when you start to build a picture understanding that individual, so whether they're happy, whether they're sad, or what personal situation they're going through."

An added bonus for advertisers is that they might not even need a bespoke AI system to personalise their output.Researchers in the US studied the reactions of consumers who were advertised an iPhone, with tailored text written by ChatGPT based on how high that person scored on a list of four different personality attributes.

The study found the personalised text was more persuasive than ads without personalised text - and people didn't mind that it had been written by AI."Right now, AI is really excelling on that targeting piece. Where it's still in nascent stages, is on that personalisation piece, where a brand is actually creating creative copy that matches some element of your psychological profile," explains Jacob Teeny, an assistant professor of marketing at Northwestern University's Kellogg School of Management, who led the AI research."

It still has some development to go, but all roads point to the fact that this will become the way [digital advertising is done]," he adds.Personalised AI ads could also provide a solution to the problem of digital advertising 'wastage' - the fact that 15% of what brands spend on digital advertising goes unseen or unnoticed, so it generates no value to their business.

Alex CalderAlex Calder warns that adverts could turn into "creepy slop"Not everyone is convinced that personalisation is the right way to go."Congratulations - your AI just spent a fortune creating an ad only one person will ever see, and they've already forgotten it," says Brighton-based Alex Calder, chief consultant at AI innovation consultancy Jagged Edge, which is part of digital marketing company Anything is Possible."

The real opportunity lies in using AI to deepen the relevance of powerful, mass-reach ideas, rather than fragmenting into one-to-one micro-ads that no one remembers. Creepy slop that brags about knowing your intimate details is still slop."Ivan Mato at brand consultancy Elmwood agrees. He is also questioning whether people will accept it, whether regulators will allow it, and whether brands should even want to operate this way."

There's also the surveillance question. All of it depends on a data economy that many consumers are increasingly uncomfortable with," says London-based Mr Mato."AI opens new creative possibilities, but the real strategic question isn't whether brands can personalise everything - it's whether they should, and what they risk losing if they do."

Elmwood"Should brands personalise everything?" asks Ivan MatoAI-personalised ads could also take a dark turn, Mr Camacho at Cheil UK acknowledges. "There's going to be the camp that uses AI well and in an ethical manner, and then there's going to be those that use it to persuade, influence, and guide people down paths," he says."

And that's the bit that I personally find quite scary. When you think about elections and political canvassing, and how the use of AI can influence voting decisions and who is going to be elected next.But Mr Camacho is committed to staying on the right side of ethics."We don't have to use AI to make ads creepy or to influence individuals to do things that are unethical.

We're trying to stay on the nicer side of it. We're trying to enhance the connection between brands and individuals, and that's all we've ever tried to do."More Technology of Business

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