DailyAI | Exploring the World of Artificial Intelligence 04月22日 17:47
AI etiquette comes with a price tag, says Altman, but is it worth it?
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OpenAI的首席执行官Sam Altman透露,用户对ChatGPT使用礼貌用语可能导致公司在计算资源上花费“数千万美元”。尽管如此,Altman认为这笔开支“花得很值”。文章深入探讨了在AI交互中保持礼貌的成本,包括电力消耗和服务器使用,同时揭示了用户对AI友好的原因,以及礼貌行为对AI模型性能的影响。此外,文章还讨论了在AI时代保持礼貌对人类社会的影响。

💡 OpenAI的CEO Sam Altman表示,用户对ChatGPT使用礼貌用语,例如“请”和“谢谢”,可能导致公司在电力成本上花费“数千万美元”。

⚡️ AI模型需要巨大的数据中心来运行,这些数据中心已经消耗了全球约2%的电力,并且预计这一比例还会上升,甚至可能消耗相当于日本等工业化国家的能源。

💧 生成100字的电子邮件使用AI需要0.14千瓦时的电力,这足以供14个LED灯泡使用一小时。同时,使用GPT-4生成100个字需要消耗相当于三瓶水的水量来冷却服务器。

🤔 许多人出于各种原因对AI保持礼貌,包括为了获得更好的回应,或者仅仅是出于礼貌,甚至担心AI“接管”世界。一项调查显示,67%的美国受访者表示他们对聊天机器人很友好。

🧠 研究表明,使用礼貌的提示可以提高LLMs(大型语言模型)的回应质量。LLMs在人类互动中接受训练,在某种程度上反映了人类希望受到尊重的愿望。

OpenAI CEO Sam Altman has revealed that merely being polite to ChatGPT might be costing “tens of millions of dollars” in extra computing resources.

When asked much money OpenAI has lost in electricity costs from people saying “please” and “thank you” to their AI models, Altman responded: “tens of millions of dollars well spent. You never know.”

Every word sent to ChatGPT – even common courtesies – requires additional processing power. Even seemingly small interactions add up quickly across billions of conversations, driving up both electricity costs and server usage

AI models rely heavily on colossal data centers that already account for about 2% of global electricity consumption, and this is expected to climb, with AI potentially draining the same quantity of energy as an industrialized country such as Japan.

According to a Washington Post investigation conducted in collaboration with University of California researchers, generating a single 100-word email using AI requires 0.14 kilowatt-hours of electricity – enough to power 14 LED lights for an hour. At scale, these small interactions create a massive energy footprint.

The water usage is equally striking. UC Riverside researchers found that using GPT-4 to generate 100 words consumes up to three bottles of water for cooling the servers, and even a simple three-word response like “You are welcome” uses about 1.5 ounces of water.

Why are users being polite to machines?

Many joke that we need to be polite to AI in case it enslaves us, and evidence suggests people are genuinely attempting to practice sound AI etiquette. A late 2023 survey found that 67% of US respondents reported being nice to their chatbots.

Of those practising digital politeness, 55% said they do it “because it’s the right thing to do,” while a more cautious 12% admitted doing it to “appease the algorithm in the case of an AI uprising.” AI has come on a lot since 2023, so maybe that figure would be much higher now.

Rather than being purely a psychological or behavioral matter, one study by researchers at Waseda University found that using polite prompts can actually produce higher-quality responses from LLMs.

LLMs are trained on human interactions, after all; “LLMs reflect the human desire to be respected to a certain extent,” the researchers explain.

The human element

Beyond technical performance, some experts argue there’s value in maintaining politeness toward AI for our own sake. Using disrespectful language with AI might normalize rudeness in our human interactions.

This phenomenon has already been observed with earlier voice assistants. Some parents have reported their children becoming less respectful after growing accustomed to barking commands at Siri or Alexa, leading Google to introduce their “Pretty Please” feature to encourage politeness among children back in 2018.

So, whether you’re nice to your AI for performance reasons, etiquette best practice, or to stay on the right side of AI in case of a Matrix-esque takeover, just be aware that every interaction comes with a cost.

The post AI etiquette comes with a price tag, says Altman, but is it worth it? appeared first on DailyAI.

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