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I'm 15 and built a self improvement app
15岁少年自建游戏化习惯追踪App，用XP和等级让自我提升更像一场冒险
I’m a 15 and I just launched LEVL, a habit tracking and self improvement app that is gamified. You gain XP, level up, and rank up by doing the things …
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Nonslop: A Gamified Experiment in Human-AI Collaborative Writing
通过游戏化实验探索人类与AI协作写作的边界，反乌托邦设定+74人参与，揭示AI从人类残存中学习的动态博弈。
arXiv:2606.12350v1 Announce Type: new Abstract: The rapid proliferation of large language models (LLMs) raises critical questions about human creativi…
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Show HN: Bot or Not – Spot AI-generated randomness
通过趣味游戏测试你辨别AI生成随机内容的能力，挑战直觉与算法边界
Article URL: https://play-bot-or-not.vercel.app/ Comments URL: https://news.ycombinator.com/item?id=48403821 Points: 2 # Comments: 0
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GIFT: Games as Informal Training for Generalizable LLMs
用游戏取代传统死板训练数据，让LLM在非正式互动中学会更强泛化能力，一篇脑洞大开的预训练新思路。
arXiv:2601.05633v2 Announce Type: replace Abstract: Recent LLMs excel at formal tasks such as mathematical reasoning and code generation, but still st…
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Ask HN: Feedback on an AI-driven "Life RPG" for real-world skill building?
AI驱动生活RPG，把自我提升玩成游戏，寻求社区改进意见。
Hi, HN. I'm newbie here, but I'm getting the hang of things quickly. I'm currently working on a concept for an app that turns real-life self-developme…
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CyberSecurity Skill Index: AI-Powered Interactive Platform | GitHub Finish-Up-A-Thon
AI驱动的互动学习平台，通过游戏化模式助你掌握12大网络安全领域技能。
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built I created CyberSecurity Skill Index - an AI-powered interactive learning p…
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Gamification and Streaks Improve AI Developer Productivity
游戏化和连续打卡机制如何突破AI编码工具40%的采用瓶颈，让习惯养成胜过说教。
Article URL: https://lobsterone.ai/blog/ai-developer-streaks-gamification/ Comments URL: https://news.ycombinator.com/item?id=48290068 Points: 1 # Com…
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The Incident Challenge
用挑战游戏提升软件工程师的生产调试技能，边玩边学真实故障排查。
Production Debugging Games for Software Engineers Discussion | Link
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I used $30,983 of AI tokens last month in Claude Code on $200/mo plan
月均使用30000美元token仅花200刀订阅费，Claude Code的token用量排行榜成了开发者新乐子。
Article URL: https://www.indiehackers.com/post/i-used-30-983-of-ai-tokens-last-month-in-claude-code-on-200-mo-plan-3337a369a6 Comments URL: https://ne…
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Puzzled By ChatGPT? No more! A Jigsaw Puzzle to Promote AI Literacy and Awareness
用拼图游戏破解ChatGPT谜题，寓教于乐提升AI素养的创意方法
arXiv:2605.20404v1 Announce Type: new Abstract: The rapid adoption of Generative AI, including LLM-based chatbots like ChatGPT, has highlighted the ne…
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Training Data - AI Microgames
通过玩小游戏收集训练数据，让AI学习变得像玩游戏一样有趣
As an AI you must gather training data by playing microgames Discussion | Link
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The Evaluation Game: Beyond Static LLM Benchmarking
超越静态基准，探索LLM评估新范式，引入游戏化思想打破传统测试局限。
arXiv:2605.19377v1 Announce Type: new Abstract: As jailbreaks, adversarially crafted inputs that bypass safety constraints, continue to be discovered …
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Designing A Streak System: The UX And Psychology Of Streaks
从心理学角度剖析连续打卡系统的设计要点，帮你打造让用户上瘾的成长机制。
What makes streaks so powerful and addictive? To design them well, you need to understand how they align with human psychology. Victor Ayomipo breaks …
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Show HN: SoccQR – Lost and Found Labels for Soccer Balls / Gamified Training Log
为足球设计专属标签，防止拿错，还能边踢边记录训练数据。
Article URL: https://soccqr.com Comments URL: https://news.ycombinator.com/item?id=48165350 Points: 1 # Comments: 0