| 20260504_reasoningbank_scaling_agent_self_evolving_reasoning_memory | paper_analysis | self_evolving_agents, reasoning_memory, test_time_scaling, agent_architecture, memory_mechanism | google_cloud_ai_research, webarena, mind2web, swebench_verified | 100 | | | ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory | Self-Evolving Agents: A Survey | [object Object] | [object Object] | md | |
| 20260528_unlocking_working_memory_latent_reasoning | paper_analysis | memory_mechanism, reasoning, llm, reasoning_memory, context_engineering | lit_ai_lab, nxai_gmbh, gsm8k | 100 | | | Unlocking the Working Memory of Large Language Models for Latent Reasoning | chain_of_thought_prompting_elicits_reasoning, memgpt_towards_llms_as_operating_systems, agent_memory_and_reasoning_frontier_survey_2026 | [object Object] | [object Object] | md | |
| 20260610_searchswarm_delegation_intelligence_agentic_llm_long_horizon_research | paper_analysis | agent_architecture, multi_agent_systems, reasoning, workflow_optimization, reasoning_memory | tsinghua_university, pku, ant_group, browsecomp, searchswarm | 100 | | | SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research | lintree_explicitly_structured_search_histories, aip_graph_representation_for_learning_and_governing_agent_skills, aflow_automating_agentic_workflow_generation, apwa_parallelizable_agentic_workflows, scaling_large_language_model_multi_agent_collaboration | [object Object] | [object Object] | md | |
| 20260719_t2mlr_transformer_temporal_middle_layer_recurrence | paper_analysis | reasoning, llm, memory_mechanism, recurrent_neural_networks, reasoning_memory | princeton_university, chain_of_thought, backpropagation_through_time, gsm8k, hotpotqa | 100 | | | T²MLR: Transformer with Temporal Middle-Layer Recurrence | searchos_v1_open_domain_information_seeking_agent_collaboration, chain_of_thought_prompting_elicits_reasoning, memory_r1_enhancing_llm_agents_manage_utilize_memories_rl | [object Object] | [object Object] | md | |