arXiv:2608.09512v1 Announce Type: new Abstract: Active inference offers a unified framework for perception, learning, and action, but scaling discrete…
verdi: retrieval is not transfer for continual world model optimization
arXiv:2608.09537v1 Announce Type: new Abstract: Foundation world models have made remarkable progress in planning, simulation, and embodied intelligence.…
Meta is back with Muse Glimmer: local, agentic, multimodal, and open source
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: Meta is back with Muse Glimmer: local, agentic, multimodal, and…
Bidirectional Context Self-Distillation for Reinforcement Learning of Skill-Based LLM Agents
arXiv:2608.09555v1 Announce Type: new Abstract: External natural-language skills provide large language model (LLM) agents with reusable and editable…
Meta Muse Glimmer brings local AI agents to consumer GPUs
Meta is releasing Muse Glimmer under an Apache 2.0 licence for local AI agents that can run on a consumer GPU. The company’s Superintelligence Labs has…
The Politician, the Liar, and the Obedient Worker: Emerging Behavior of LLM Agents in Hierarchical Games
arXiv:2608.09574v1 Announce Type: new Abstract: LLMs are rapidly embedding themselves into daily life: drafting our emails, managing our schedules, and…
AI News Brief Hourly Summary 2026-08-12 02h : 13 posts
13 posts were published in the last hour 23:31 : Capability Is Not Propensity: Measuring Pressure-Robust Cooperative Behavior in Civic LLM Agents 23:31 : Coupled Graph–Policy Distillation for Personalized Medication Safety in Older Adults with Multimorbidity 23:31 : Listen, See…
Capability Is Not Propensity: Measuring Pressure-Robust Cooperative Behavior in Civic LLM Agents
arXiv:2608.09485v1 Announce Type: new Abstract: Cooperative capabilities in language models are dual-use. The same social reasoning that supports civic…
Coupled Graph–Policy Distillation for Personalized Medication Safety in Older Adults with Multimorbidity
arXiv:2608.09443v1 Announce Type: new Abstract: Large language model (LLM) agents can support medication review between clinical visits, but safe choices…
Listen, See and Track: Spatio-Temporal Audio-Visual Sound Event Reasoning for Omni-Modal Language Models
arXiv:2608.09435v1 Announce Type: new Abstract: Understanding dynamic sound sources requires jointly determining what produces a sound, where the source…
KVDiagnosis: A Diagnostic Benchmark for KV-Cache Compression in Long-Context Language Models
arXiv:2608.09412v1 Announce Type: new Abstract: KV-cache compression reduces long-context memory, but aggregate task scores reveal neither which correct…
Making Knowledge Distillation Cheap Enough to Run at Scale
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From Prompt to Harness: Coderlet from Scratch
arXiv:2608.09480v1 Announce Type: new Abstract: A model alone does not determine how a programming agent acts. What the model sees, how actions enter the…
GeoPhysAdapter: Scale-Matched Geophysical Adaptation for Cross-Domain Landslide Mapping with Vision Foundation Models
arXiv:2608.09325v1 Announce Type: new Abstract: Newly triggered landslides rarely carry immediate annotations, so cross-domain transferability determines…
OpenLoopEvolve: A Verifiable Self-Evolution Framework for Loop Policies in Long-Horizon Complex Tasks
arXiv:2608.09380v1 Announce Type: new Abstract: Long-horizon complex tasks require agents to repeatedly observe states, formulate plans, invoke tools,…
LLM-Guided Heuristic Design from Simulation Traces: A Case Study in Dynamic Production and AGV Scheduling
arXiv:2608.09343v1 Announce Type: new Abstract: Simulation-based optimization (SBO) evaluates executable policies under stochastic dynamics, but most…
CircuitReason-1k: Benchmarking Long-Horizon Visual-to-Symbolic Reasoning inElectrical Circuits
arXiv:2608.09374v1 Announce Type: new Abstract: Electrical circuit analysis requires more than recognizing components in an image. A solver must ground…
The limits of physics AI: where Siemens says the human stays in charge
Physics AI can now explore thousands of design variations in the time it would take a traditional simulation to chew through a handful of them. Precisely…