AISPA: User-Centric System Prompt Auditing for Large Language Model Applications Paper • 2607.28617 • Published 12 days ago • 37
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents Paper • 2604.04247 • Published Apr 5 • 32
SePO: Self-Evolving Prompt Agent for System Prompt Optimization Paper • 2606.04465 • Published Jun 3 • 6
LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents Paper • 2606.06087 • Published Jun 4 • 67
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The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 152
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 67
Lost in Stories: Consistency Bugs in Long Story Generation by LLMs Paper • 2603.05890 • Published Mar 6 • 93
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation Paper • 2602.11451 • Published Feb 11 • 17
Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 234