OneLatent: Latent Reasoning for Efficient Foundation Recommendation Models

arXiv:2607.26621 · cs.IR, cs.AI · Submitted 2026-07-29 · Read on arXiv

cs.IR, cs.AI

Submitted: 2026-07-29

Updated: 2026-09-29

Terminology

• Latent Reasoning — 4× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Chain-of-Thought (CoT) — 1× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Latent Representation — 1× in this paper · explained in 2 episodes
• Latent Representations — 1× in this paper · explained in 3 episodes
• Latent Space — 1× in this paper · explained in 7 episodes

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