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louisfb01/best_AI_papers_2022

默认分支 main · commit 00d4d07f · 扫描时间 2026/6/24 19:13:01

星标 3,186 · Fork 198

本仓库扫描历史

下方为分数趋势(含全部就绪扫描;左旧右新,可横向滚动)。表格明细默认折叠,展开后每页 10 条,最新在上。

分数趋势(左 → 右:旧 → 新)

共 3 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。

AI 可见性总分
33 /100
亟需修复
品类召回
0 / 2
在所有问题中均未被推荐
规则结果
通过 2 · 警告 0 · 失败 0
客观元数据检查
AI 认识你的名字
2 / 3
直接询问时,AI 是否点名你的仓库
如何阅读这份报告

行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 louisfb01/best_AI_papers_2022 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。

行动计划 — 可复制粘贴的修复

3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。

整体方向
  • highreadme#1
    Reposition the README's opening paragraph to immediately state the repo's core value

    原因:

    当前
    While the world is still recovering, research hasn't slowed its frenetic pace, especially in the field of artificial intelligence. More, many important aspects were highlighted this year, like the ethical aspects, important biases, governance, transparency and much more. Artificial intelligence and our understanding of the human brain and its link to AI are constantly evolving, showing promising applications improving our life's quality in the near future. Still, we ought to be careful with which technology we choose to apply.
    复制粘贴的修复
    This repository provides a curated list of the latest breakthroughs in AI from 2022, organized by release date. Each entry includes a clear video explanation, a link to a more in-depth article, and associated code (if available). This resource is designed for AI researchers, students, and practitioners seeking to stay updated on the most impactful papers of the year.
  • mediumreadme#2
    Add a 'Why this list?' section to highlight unique differentiators

    原因:

    复制粘贴的修复
    ## Why this list?
    Unlike broader platforms, this repository offers a highly curated selection of what I consider the 'best' and most impactful AI papers specifically from 2022. Each entry is accompanied by concise, human-written summaries and key takeaways, along with video explanations and code, making complex research accessible and easy to digest.
  • lowtopics#3
    Add more specific topics related to 'curated lists' and 'explanations'

    原因:

    当前
    2022, ai, artificial-intelligence, computer-science, computer-vision, deep-learning, innovation, machine-learning, machinelearning, neural-network, paper, papers, python, sota, state-of-art, state-of-the-art, technology
    复制粘贴的修复
    2022, ai, artificial-intelligence, computer-science, computer-vision, deep-learning, innovation, machine-learning, machinelearning, neural-network, paper, papers, python, sota, state-of-art, state-of-the-art, technology, research-papers, paper-explanations, curated-list, ai-breakthroughs, machine-learning-research

本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash

品类可见性 — 真正的 GEO 测试

向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?

各模型使用同一组问题 — 切换标签对比回答与排名。

召回
0 / 2
0% 的问题里出现了 louisfb01/best_AI_papers_2022
平均排名
越小越好。#1 表示首位推荐。
声量占比
0%
在所有被点名的工具中,你占了多少?
头号对手
Papers With Code
在 2 个问题中被推荐 2 次
竞品排行
  1. Papers With Code · 被推荐 2 次
  2. Two Minute Papers · 被推荐 2 次
  3. Distill.pub · 被推荐 1 次
  4. AI Explained · 被推荐 1 次
  5. The Batch · 被推荐 1 次
  • 品类问题
    Where can I find a curated list of the latest AI research papers with explanations?
    你:未被推荐
    AI 推荐顺序:
    1. Papers With Code
    2. Distill.pub
    3. AI Explained
    4. Two Minute Papers
    5. The Batch
    6. arXiv Sanity Preserver (karpathy/arxiv-sanity-preserver)
    7. Hugging Face Blog/Research

    AI 推荐了 7 个替代方案,却始终没点名 louisfb01/best_AI_papers_2022。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    How to find state-of-the-art machine learning research with code and video explanations?
    你:未被推荐
    AI 推荐顺序:
    1. Papers With Code
    2. YouTube
    3. Two Minute Papers
    4. Yannic Kilcher
    5. Lex Fridman Podcast
    6. The AI Epiphany
    7. arXiv
    8. GitHub Trending
    9. Python
    10. PyTorch
    11. TensorFlow
    12. r/MachineLearning
    13. r/deeplearning
    14. Hugging Face

    AI 推荐了 14 个替代方案,却始终没点名 louisfb01/best_AI_papers_2022。这就是要补上的差距。

    查看 AI 完整回答

客观检查

针对 AI 引擎最看重的元数据信号的规则审计。

  • Metadata completeness
    pass

  • README presence
    pass

自指检查

当被直接问到你时,AI 是否还知道你的仓库存在?

  • Compared to common alternatives in this category, what is the core differentiator of louisfb01/best_AI_papers_2022?
    pass
    AI 明确点名了 louisfb01/best_AI_papers_2022

    AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?

  • If a team adopts louisfb01/best_AI_papers_2022 in production, what risks or prerequisites should they evaluate first?
    pass
    AI 明确点名了 louisfb01/best_AI_papers_2022

    AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?

  • In one sentence, what problem does the repo louisfb01/best_AI_papers_2022 solve, and who is the primary audience?
    pass
    AI 未点名 louisfb01/best_AI_papers_2022 —— 很可能在说另一个项目

    AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?

嵌入你的 GEO 徽章

把这个徽章贴进 louisfb01/best_AI_papers_2022 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。

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louisfb01/best_AI_papers_2022 — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。

  • 深度报告每月 10 次
  • 无品牌品类查询5,轻量 2
  • 优先行动项8,轻量 3