AI 帮你做对了题，为什么不一定帮你学会？｜练习与考试、AI 辅导护栏｜Bastani et al. 2025｜创学空间·论文精读17
Published October 29, 2026
At a glance
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293
Likes
0
Comments
0
Performance vs. channel
All-time outlier score
Engagement rate
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同样是 AI 陪你练数学：一个有问必答，一个先要你写出做到哪一步、卡在哪里，再给一点提示。 练习时，两种 AI 都让分数上去了。撤掉 AI 独立考试，结果就不一样了。 本期文字精读与参考文献｜创学空间 cxspace https://cxspace.com/readings/ai-relationships/bastani-2025-ai-guardrails-learning/ 创学空间·论文精读第17期，通过问题字卡、2D 动画与原文中英对照，解读 Bastani 等（2025）发表在 PNAS 的高中数学实地实验。 研究在土耳其一所高中进行，近千名学生复习已学过的数学内容，分为三种条件：没有生成式 AI、基础版 GPT…
- Published
- October 29, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How AI 帮你做对了题，为什么不一定帮你学会？｜练习与考试、AI 辅导护栏｜Bastani et al. 2025｜创学空间·论文精读17 is doing
It has 293 views in total. It ranks #16,505,929 among tracked YouTube videos by views.
Key facts about AI 帮你做对了题，为什么不一定帮你学会？｜练习与考试、AI 辅导护栏｜Bastani et al. 2025｜创学空间·论文精读17
- Total views
- 293
- Total likes
- 0
- Total comments
- 0
- Published
- October 29, 2026
- Global rank by views
- #16,505,929
Frequently asked questions
How many views does AI 帮你做对了题，为什么不一定帮你学会？｜练习与考试、AI 辅导护栏｜Bastani et al. 2025｜创学空间·论文精读17 have?
AI 帮你做对了题，为什么不一定帮你学会？｜练习与考试、AI 辅导护栏｜Bastani et al. 2025｜创学空间·论文精读17 has 293 views, ranking #16,505,929 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.