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What Top AI Conferences Accepted in 2024: The Year of Agents and the Scaling Debate

The defining conference keywords of 2024 were agents, alignment, multimodal LLMs, and inference-time compute. The LLM share at five major conferences doubled again after its sharp 2023 rise; agent-related terms grew 4.3 times; and diffusion models graduated from an emerging topic to a second generative-AI pillar alongside LLMs. Traditional task-oriented NLP continued to contract, while GANs almost disappeared from top venues.

2025 AI Conference Review: Machine Learning

ML conferences broke every submission record in 2025 and pushed peer review to its limit. NeurIPS received 21,575 papers and used more than 20,000 reviewers; ICML passed 12,000 for the first time, and ICLR reached 11,565. Reasoning and agents were the strongest trends. One NeurIPS runner-up, the conference's only perfect-score paper, challenged whether RLVR creates new reasoning ability. Awards for Alibaba Qwen's Gated Attention and a mechanistic theory of neural scaling laws showed a community moving from scaling at all costs toward understanding why scaling works.