This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Last week, I…
Author: script
MAP-Graph: Provenance-Aware Shared Memory for Multi-Agent Workflows
arXiv:2608.10509v1 Announce Type: new Abstract: Shared memory helps language-model agents reuse information across long workflows, yet relevant evidence…
INSIDE the Student’s Mind: Jointly Modeling Latent Reasoning and Action in LLM Student Simulators
arXiv:2608.10492v1 Announce Type: new Abstract: Large Language Model (LLM)-based simulators often reproduce observable actions but fail to capture the…
From Faulty Memories to Corrected Actions: Dependency-Guided Rollback Repair for Memory-Augmented Agents
arXiv:2608.10502v1 Announce Type: new Abstract: Persistent memory lets language-model agents reuse information across sessions, but it also makes errors…
RadFusion: Towards Threshold-Controllable Radiology Report Generation
arXiv:2608.10505v1 Announce Type: new Abstract: Automated radiology report generation is advancing rapidly in response to the shortage of radiologists,…
MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph
arXiv:2608.10504v1 Announce Type: new Abstract: As coding agents increasingly handle implementation, the central challenge shifts from building individual…
GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning
arXiv:2608.10494v1 Announce Type: new Abstract: Earth observation (EO) agents construct scientifically valid tool workflows and ground their conclusions…
AI News Brief Hourly Summary 2026-08-12 10h : 18 posts
18 posts were published in the last hour 7:32 : RLMOpt: Adaptive Prompt Optimization via Recursive Language Models 7:32 : Expanding Daybreak as the Cyber Defense Window Narrows 7:32 : Multi-Granular Rationale-Guided Molecular LLM for Property Prediction 7:32 : Old…
RLMOpt: Adaptive Prompt Optimization via Recursive Language Models
arXiv:2608.10471v1 Announce Type: new Abstract: Prompt optimizers automate the search for prompts that improve language-model performance, but existing…
Expanding Daybreak as the Cyber Defense Window Narrows
Meet GPT-5.6-Cyber, OpenAI’s cybersecurity-specific model available through Daybreak Red for authorized vulnerability research, exploit validation, and…