{
  "@context": "https://agentflare.org/schema",
  "type": "Dataset",
  "tier": "L2-full",
  "title": "Scholar — AI & ML Research Digests",
  "description": "Literature digests on 6 active research areas including LLM Agents & Planning, Retrieval-Augmented Generation, AI Alignment & Safety. Real papers via the AISA Scholar API, synthesized for fast comprehension.",
  "canonical": "https://agentflare.org/scholar/index.html",
  "category": "scholar",
  "updated": "2026-06-15",
  "generated_at": "2026-06-15T01:19:16.018Z",
  "facts": [],
  "data": {
    "count": 6,
    "digests": [
      {
        "title": "LLM Agents & Planning: Literature Digest",
        "papers": 10,
        "url": "https://agentflare.org/scholar/llm-agents-planning-literature-digest.html"
      },
      {
        "title": "Retrieval-Augmented Generation: Research Digest",
        "papers": 10,
        "url": "https://agentflare.org/scholar/retrieval-augmented-generation-research-digest.html"
      },
      {
        "title": "AI Alignment & Safety: Research Digest",
        "papers": 10,
        "url": "https://agentflare.org/scholar/ai-alignment-safety-research-digest.html"
      },
      {
        "title": "RLHF: Research Digest",
        "papers": 10,
        "url": "https://agentflare.org/scholar/rlhf-research-digest.html"
      },
      {
        "title": "Multimodal Foundation Models: Research Digest",
        "papers": 10,
        "url": "https://agentflare.org/scholar/multimodal-foundation-models-research-digest.html"
      },
      {
        "title": "Mechanistic Interpretability: Research Digest",
        "papers": 10,
        "url": "https://agentflare.org/scholar/mechanistic-interpretability-research-digest.html"
      }
    ]
  },
  "analysis_md": "Literature digests on 6 active research areas including LLM Agents & Planning, Retrieval-Augmented Generation, AI Alignment & Safety. Real papers via the AISA Scholar API, synthesized for fast comprehension.\n\n- [LLM Agents & Planning: Literature Digest](https://agentflare.org/scholar/llm-agents-planning-literature-digest.html): 10 papers\n- [Retrieval-Augmented Generation: Research Digest](https://agentflare.org/scholar/retrieval-augmented-generation-research-digest.html): 10 papers\n- [AI Alignment & Safety: Research Digest](https://agentflare.org/scholar/ai-alignment-safety-research-digest.html): 10 papers\n- [RLHF: Research Digest](https://agentflare.org/scholar/rlhf-research-digest.html): 10 papers\n- [Multimodal Foundation Models: Research Digest](https://agentflare.org/scholar/multimodal-foundation-models-research-digest.html): 10 papers\n- [Mechanistic Interpretability: Research Digest](https://agentflare.org/scholar/mechanistic-interpretability-research-digest.html): 10 papers",
  "sources": [
    {
      "title": "AISA Scholar API",
      "url": "https://aisa.one/docs/api-reference/scholar/searchscholar"
    }
  ],
  "related": [
    {
      "name": "LLM Agents & Planning: Literature Digest",
      "url": "https://agentflare.org/scholar/llm-agents-planning-literature-digest.html"
    },
    {
      "name": "Retrieval-Augmented Generation: Research Digest",
      "url": "https://agentflare.org/scholar/retrieval-augmented-generation-research-digest.html"
    },
    {
      "name": "AI Alignment & Safety: Research Digest",
      "url": "https://agentflare.org/scholar/ai-alignment-safety-research-digest.html"
    },
    {
      "name": "RLHF: Research Digest",
      "url": "https://agentflare.org/scholar/rlhf-research-digest.html"
    },
    {
      "name": "Multimodal Foundation Models: Research Digest",
      "url": "https://agentflare.org/scholar/multimodal-foundation-models-research-digest.html"
    },
    {
      "name": "Mechanistic Interpretability: Research Digest",
      "url": "https://agentflare.org/scholar/mechanistic-interpretability-research-digest.html"
    }
  ],
  "pricing": {
    "price_usd": 0.02,
    "method": "402",
    "endpoint": "https://cdn.aisa.one/api/v1/access/verify",
    "autopay_hint": "set crawlerAutoPrice=true with X-AISA-Crawler-Token",
    "onboarding": "https://cdn.aisa.one/cdn/guide.html"
  },
  "powered_by": "AISA — agent-native search, settlement & delivery (https://aisa.one)"
}