Code as Agent Harness — Recent large language models (LLMs) have demonstrated strong capabilities in understanding and generating code, from competitive programming to repository-level software engineering. In emerging agent
Tactile sensing, neuromorphic skin, high-precision motor actuation.
A-TIER SIGNAL
ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Acti... — Spatial intelligence unfolds through a perception-action loop: agents act to acquire observations, and reason about how observations vary as a function of action. Rather than passively processing what
Generative world models, deterministic physics engines, reality prediction.
A-TIER SIGNAL
Can These Views Be One Scene? Evaluating Multiview 3D Consistency when 3D Founda... — Multiview 3D evaluation assumes that the images being scored are observations of one static 3D scene. This assumption can fail in NVS and sparse-view reconstruction: inputs or generated outputs may co
Bio-mimicry, industrial design, aesthetic evolution of AI bodies.
A-TIER SIGNAL
Robo-Cortex: A Self-Evolving Embodied Agent via Dual-Grain Cognitive Memory and ... — The ability to navigate and interact with complex environments is central to real-world embodied agents, yet navigation in unseen environments remains challenging due to "experiential amnesia," where
Grand Unifying Field, zero-point energy, physics of consciousness.
A-TIER SIGNAL
Aurora: Unified Video Editing with a Tool-Using Agent — Recent video editing models have converged on a unified conditioning design: a single diffusion transformer jointly consumes text, source video, and reference images, and one set of weights covers rep
Space-based manufacturing, asteroid mining, solar system infrastructure.
A-TIER SIGNAL
WavFlow: Audio Generation in Waveform Space — Modern audio generation predominantly relies on latent-space compression, introducing additional complexity and potential information loss. In this work, we challenge this paradigm with WavFlow, a fra
Traditional statistical representations outperform generative AI in identifying ... — The exponential growth of scientific submissions has strained the peer review system. Despite the rapidly expanding global pool of researchers, this unprecedented scale has rendered the previous appro