{
  "id": 15672686,
  "title": "72% of Anthropic's design questions are AI or ML. 62% of OpenAI's are classic.",
  "url": "https://urgent.news/2026/10/20/72-of-anthropics-design-questions-are-ai-or-ml-62-of-openais-are",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-20T00:06:29.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/landthelab/72-of-anthropics-design-questions-are-ai-or-ml-62-of-openais-are-classic-hkp"
  },
  "original_language": "en",
  "account": "Anthropic and OpenAI design rounds reveal distinct focuses. Anthropic's 29 design questions show 21 centered on AI systems or ML, while OpenAI's 50 questions are predominantly classic system design, at 62%. Anthropic's most frequently asked question is about batching LLM inference API over GPUs, asked Oct 15, 2026. OpenAI prioritizes online chess game, payment system, and a GPU-pool video generation service. Seven design questions appear at both labs, with Anthropic's design round typically occurring on first onsite day, followed by coding. Managers may review designs, and some loops run two design rounds for specific domains. For Anthropic, focus on AI system and ML design questions, while OpenAI candidates should prepare for classic systems.",
  "summary": "Photo: Lucas Kepner on Unsplash 21 of Anthropic's 29 reported design questions are about AI systems or ML, against 19 of OpenAI's 50. The one reported the most is a batched LLM inference API over GPUs, last asked Oct 15, 2026. 21 of Anthropic’s 29 design questions are about AI systems or ML. At OpenAI it is 19 of 50. The one reported the most is a batched LLM inference API over GPUs, last asked…",
  "key_points": [
    "72% of Anthropic's design questions focus on AI or ML systems",
    "62% of OpenAI's design questions are classic system design",
    "Both labs share seven overlapping design questions"
  ],
  "editors_take": "The divergent interview focuses suggest that Anthropic is prioritizing specialized machine learning expertise while OpenAI continues to value foundational proficiency in traditional system design architectures.",
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Techmeme",
        "title": "Sources: OpenAI is racing to secure investor commitments before Anthropic's expected IPO in mid-Nov. and aims to raise ~$30B; the round could value it at $1.4T+ (Reuters)",
        "url": "https://urgent.news/2026/10/19/sources-openai-is-racing-to-secure-investor-commitments-before",
        "published": "2026-10-19T23:38:29.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}