AgentFlare

Scholar · literature digests

AI & ML research, digested

Literature digests on 12 active AI/ML research areas — foundational papers with 78,885 combined citations, the latest arXiv preprints, and a year of submission volume per field.

Fields12
Foundational papers120
Combined citations78,885
arXiv papers, Sep 20261,131across tracked fields (overlaps possible)
127 arXiv papers / month · +3% y/y

LLM Agents & Planning

LLM Agents & Planning: Literature Digest

monthly arXiv submissions: 123 → 127 (+3.25%), range 79–142201 arXiv papers / month · -26% y/y

Retrieval-Augmented Generation

Retrieval-Augmented Generation: Research Digest

monthly arXiv submissions: 270 → 201 (-25.56%), range 172–28029 arXiv papers / month · -15% y/y

AI Alignment & Safety

AI Alignment & Safety: Research Digest

monthly arXiv submissions: 34 → 29 (-14.71%), range 23–484 arXiv papers / month · -85% y/y

RLHF

RLHF: Research Digest

monthly arXiv submissions: 27 → 4 (-85.19%), range 4–3464 arXiv papers / month · +8% y/y

Multimodal Foundation Models

Multimodal Foundation Models: Research Digest

monthly arXiv submissions: 59 → 64 (+8.47%), range 49–8740 arXiv papers / month · +8% y/y

Mechanistic Interpretability

Mechanistic Interpretability: Research Digest

monthly arXiv submissions: 37 → 40 (+8.11%), range 23–77102 arXiv papers / month · +96% y/y

Tool Use in Language Models

Tool Use in Language Models: Research Digest

monthly arXiv submissions: 52 → 102 (+96.15%), range 41–10317 arXiv papers / month · -43% y/y

Web Agents & Navigation Benchmarks

Web Agents & Navigation Benchmarks: Research Digest

monthly arXiv submissions: 30 → 17 (-43.33%), range 10–3093 arXiv papers / month · +12% y/y

Long-Context Language Models

Long-Context Language Models: Research Digest

monthly arXiv submissions: 83 → 93 (+12.05%), range 35–93178 arXiv papers / month · -38% y/y

Chain-of-Thought Reasoning

Chain-of-Thought Reasoning: Research Digest

monthly arXiv submissions: 289 → 178 (-38.41%), range 178–30785 arXiv papers / month · -31% y/y

Code Generation with LLMs

Code Generation with LLMs: Research Digest

monthly arXiv submissions: 123 → 85 (-30.89%), range 72–136191 arXiv papers / month · +62% y/y

Mixture-of-Experts Architectures

Mixture-of-Experts Architectures: Research Digest

monthly arXiv submissions: 118 → 191 (+61.86%), range 99–235
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arXiv submissions by field, Sep 2026Papers per field in the last complete month
monthly submissions: Retrieval-Augmented Generation 201, Mixture-of-Experts Architectures 191, Chain-of-Thought Reasoning 178, LLM Agents & Planning 127, Tool Use in Language Models 102, Long-Context Language Models 93, Code Generation with LLMs 85, Multimodal Foundation Models 64, Mechanistic Interpretability 40, AI Alignment & Safety 29, Web Agents & Navigation Benchmarks 17, RLHF 4Retrieval-Augmented Generation201Mixture-of-Experts Architectures191Chain-of-Thought Reasoning178LLM Agents & Planning127Tool Use in Language Models102Long-Context Language Models93Code Generation with LLMs85Multimodal Foundation Models64Mechanistic Interpretability40AI Alignment & Safety29Web Agents & Navigation Benchmarks17RLHF4
Citation weight by fieldCombined citations of each field’s foundational papers
combined citations: Retrieval-Augmented Generation 48,020, Tool Use in Language Models 11,129, Mixture-of-Experts Architectures 8,768, LLM Agents & Planning 3,266, Long-Context Language Models 2,659, Chain-of-Thought Reasoning 2,307, Multimodal Foundation Models 1,284, Mechanistic Interpretability 463, RLHF 388, Code Generation with LLMs 364, Web Agents & Navigation Benchmarks 234, AI Alignment & Safety 3Retrieval-Augmented Generation48,020Tool Use in Language Models11,129Mixture-of-Experts Architectures8,768LLM Agents & Planning3,266Long-Context Language Models2,659Chain-of-Thought Reasoning2,307Multimodal Foundation Models1,284Mechanistic Interpretability463RLHF388Code Generation with LLMs364Web Agents & Navigation Benchmarks234AI Alignment & Safety3

How this page is made. Each digest combines academic search (AISA Scholar API) for the most-cited work with the public arXiv API for the newest preprints and monthly volume, and is written from those abstracts only.

Sources & citations

  1. AISA Scholar API
  2. arXiv API

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