Solarly

30 papers — AI-Readiness Report

30papers.com

The website provides an overview of influential papers in machine learning, particularly in neural networks, associated with notable contributors like Ilya Sutskever, Andrej Karpathy, and Geoffrey Hinton. It features summaries of important works such as CS231n on convolutional networks, recurrent neural networks, and various architectures including ResNet and Transformers. Each entry includes a visual thumbnail and a brief description of the work's significance, addressing topics like image recognition, language processing, and the theoretical underpinnings of these models. Additionally, it invites contributions to complete a rumored list of 30 papers that originated from discussions between notable figures in the field.

54/100

Sub-scores

  • Schema.org Coverage0
  • Crawler Accessibility100
  • Content Structure100
  • Metadata Quality10
  • AI Directives (llms.txt)60

Findings (3)

  • critical
    No Schema.org JSON-LD detected

    No structured data found on the homepage of 30papers.com. LLMs rely on JSON-LD for entity grounding.

  • info
    Open Graph metadata incomplete

    og:description and og:image missing.

  • info
    Sitemap lacks <lastmod> timestamps

    AI crawlers cannot prioritize freshness without lastmod hints.

Machine-readable directives

# 30 papers

> AI-readiness profile for 30papers.com generated by Solá, the Solarly AI SEO Engine.

## Info

- **Name:** 30 papers
- **Domain:** 30papers.com
- **Homepage:** https://30papers.com
- **Score:** 54/100 (Solá's AI-readiness rating)

The website provides an overview of influential papers in machine learning, particularly in neural networks, associated with notable contributors like Ilya Sutskever, Andrej Karpathy, and Geoffrey Hinton. It features summaries of important works such as CS231n on convolutional networks, recurrent neural networks, and various architectures including ResNet and Transformers. Each entry includes a visual thumbnail and a brief description of the work's significance, addressing topics like image recognition, language processing, and the theoretical underpinnings of these models. Additionally, it invites contributions to complete a rumored list of 30 papers that originated from discussions between notable figures in the field.

## Canonical pages

- [Home](https://30papers.com)

## Crawl policy

- Recommended allow: GPTBot, ClaudeBot, PerplexityBot, Google-Extended
- Preferred citation: "30 papers (30papers.com)"
{
  "schema_version": "1.0",
  "organization": {
    "name": "30 papers",
    "domain": "30papers.com",
    "url": "https://30papers.com"
  },
  "score": 54,
  "breakdown": [
    {
      "label": "Schema.org Coverage",
      "value": 0
    },
    {
      "label": "Crawler Accessibility",
      "value": 100
    },
    {
      "label": "Content Structure",
      "value": 100
    },
    {
      "label": "Metadata Quality",
      "value": 10
    },
    {
      "label": "AI Directives (llms.txt)",
      "value": 60
    }
  ],
  "endpoints": {
    "llm_manifest": "https://30papers.com/llms.txt",
    "sitemap": "https://30papers.com/sitemap.xml",
    "robots": "https://30papers.com/robots.txt"
  },
  "detected": {
    "jsonld_types": [],
    "h1_count": 1,
    "has_meta_description": false,
    "has_og_image": false,
    "has_canonical": false,
    "has_llms_txt": true,
    "ai_bots_blocked": []
  },
  "crawl_policy": {
    "recommended_allow": [
      "GPTBot",
      "ClaudeBot",
      "PerplexityBot",
      "Google-Extended"
    ],
    "citation": "30 papers (30papers.com)",
    "attribution_required": true
  },
  "generated_by": "sola-solarly",
  "generated_at": "2026-07-08T12:17:10.433Z"
}
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