| 20260508_memgpt_towards_llms_as_operating_systems | paper_analysis | llm, memory_mechanism, agent_architecture, long_term_memory, context_engineering | uc_berkeley, memgpt | 100 | | | MemGPT: Towards LLMs as Operating Systems | | [object Object] | [object Object] | md | |
| 20260522_calmem_dual_memory_conversational_ai | paper_analysis | memory_mechanism, long_term_memory, agent_architecture, rag, context_engineering | infosys_limited, memgpt | 100 | | | Application-Layer Dual Memory for Conversational AI: Achieving Virtually Unbounded Context Without Model Modification | memgpt_towards_llms_as_operating_systems, memlineage_lineage_guided_llm_agent_memory | [object Object] | [object Object] | md | |
| 20260528_CORE_contrastive_reflection_reasoning | paper_analysis | reasoning, memory_mechanism, self_evolving_agents, contrastive_reflection, reinforce_learning, cognitive_science | stanford_iris_lab, grpo, memgpt | 100 | | | CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning | Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key, MemLineage: Lineage-Guided Enforcement for LLM Agent Memory, AMR-SD: Asymmetric Meta-Reflective Self-Distillation for Token-Level Credit Assignment | [object Object] | [object Object] | md | |
| 20260604_agent_memory_characterization_system_implications | paper_analysis | memory_mechanism, agent_architecture, long_term_memory, llm, evaluation | stanford_university, ku_leuven, memory_agent_bench, memgpt, graphrag | 95 | | | Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads | memgpt_towards_llms_as_operating_systems, memlineage_lineage_guided_llm_agent_memory, calmem_dual_memory_conversational_ai, unlocking_working_memory_latent_reasoning, aip_graph_representation_for_learning_and_governing_agent_skills | [object Object] | [object Object] | md | |
| 20260628_omniact_omnimodal_embodied_agents | paper_analysis | embodied_ai, agent_architecture, long_term_memory, multimodal, robotics, reasoning | fudan_university, memgpt | 100 | | | Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy | memgpt_towards_llms_as_operating_systems, memory_os_of_ai_agent, reca_integrated_acceleration_cooperative_embodied_agents | [object Object] | [object Object] | md | |