More AIs Are Taking Polls and Surveys
随着AI技术的发展,越来越多的AI参与调查和民意测验,导致传统调查方式面临挑战。为应对这一问题,需改进调查设计使其更具吸引力、开发更有效的AI检测工具、提高参与者报酬,并探索替代数据收集方式以获取更真实的结果。 2025-5-21 11:3:59 Author: www.schneier.com(查看原文) 阅读量:6 收藏

More AIs Are Taking Polls and Surveys

I already knew about the declining response rate for polls and surveys. The percentage of AI bots that respond to surveys is also increasing.

Solutions are hard:

1. Make surveys less boring.
We need to move past bland, grid-filled surveys and start designing experiences people actually want to complete. That means mobile-first layouts, shorter runtimes, and maybe even a dash of storytelling. TikTok or dating app style surveys wouldn’t be a bad idea or is that just me being too much Gen Z?

2. Bot detection.
There’s a growing toolkit of ways to spot AI-generated responses—using things like response entropy, writing style patterns or even metadata like keystroke timing. Platforms should start integrating these detection tools more widely. Ideally, you introduce an element that only humans can do, e.g., you have to pick up your price somewhere in-person. Btw, note that these bots can easily be designed to find ways around the most common detection tactics such as Captcha’s, timed responses and postcode and IP recognition. Believe me, way less code than you suspect is needed to do this.

3. Pay people more.
If you’re only offering 50 cents for 10 minutes of mental effort, don’t be surprised when your respondent pool consists of AI agents and sleep-deprived gig workers. Smarter, dynamic incentives—especially for underrepresented groups—can make a big difference. Perhaps pay-differentiation (based on simple demand/supply) makes sense?

4. Rethink the whole model.
Surveys aren’t the only way to understand people. We can also learn from digital traces, behavioral data, or administrative records. Think of it as moving from a single snapshot to a fuller, blended picture. Yes, it’s messier—but it’s also more real.

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Posted on May 21, 2025 at 7:03 AM0 Comments

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