Engineering
Self-Organizing Agent Teams Learn to Reason Together
Researchers introduce Self-Organizing Agent Teams (SAT), fixed groups of AI agents that learn reusable collaboration strategies from as few as…
Engineering
RewardVerse: Rubric-Guided Policy Optimization for Video Reward Modeling
RewardVerse introduces a rubric-based reward framework for RL-trained video generation models, addressing scalar drift in reward models that map subjective…
Engineering
Circuit Hypernetworks for Quantum-Augmented Diffusion Language Models
HyperQ adds token-conditioned quantum residual branches to a frozen masked-diffusion language model, where a lightweight circuit hypernetwork emits per-token rotation…
Engineering
Uranus: Building the Next-Generation Simulation Infrastructure for Embodied AI
Uranus is a data-driven robot simulator built on a joint-trajectory-conditioned autoregressive diffusion model that generates streaming, open-ended video rollouts from…
Engineering
GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation
GAE, a geometry-native autoencoder, reparameterizes features from a geometry foundation model into a compact latent space jointly decodable to appearance,…
Engineering
LatentPort: Beyond KV Cache – Cross-Model Transfer of Recurrent Memory in Hybrid Language Models
LatentPort demonstrates cross-model transfer of a language model’s live recurrent inference state to a differently-sized sibling model without the receiver…
Engineering
Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings
Ovis-Embedding is an omni-modal embedding model family built on a shared multimodal backbone that natively encodes text, image, video, and…
Engineering
X-Planner: Event-Structured Task Planning for Embodied Intelligence
X-Planner is a planning front-end for Vision-Language-Action systems that makes long-horizon task planning explicit, combining teleoperation data at varying annotation…
Engineering
RULER: Instance-aware Rubric Rewards for SVG Generation
RULER introduces instance-aware rubric rewards for training SVG-generation models with reinforcement learning, replacing scalar image-quality metrics that transfer poorly to…
Engineering
MemoryAthena: Adaptive Routing over Latent and Generated Memories
MemoryAthena studies whether agent memory can be usefully generated rather than only retrieved, combining direct retrieval from an explicit memory…
News
Microsoft Launches Unified Copilot App to Challenge Anthropic and OpenAI
Microsoft introduced a unified Copilot app for businesses combining AI chat, coding tools, and autonomous agents, organized into Home, Code,…
News
AI-Native Messaging Startup Ando Emerges From Stealth With $20 Million Seed
Ando, a new team messaging platform founded by Sara Du, launched from stealth with $20 million in pre-seed and seed…