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MSI's Claw 8 EX AI+ handheld comes out on June 23
MSI's Claw 8 EX AI+ handheld comes out on June 23 The premium gaming handheld’s price is expected to be around $1,500. A new wave of premium handhelds is on the way and MSI's upcoming Claw 8 EX AI+ is leading the charge. The company revealed its latest handheld during a hands-on event at its headquarters in Taipei, Taiwan before Computex 2026.
CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization
Announce Type: new Abstract: We introduce CLAW, a fully end-to-end self-supervised framework for learning a world model jointly with continuous latent action representations directly from action-free videos. Our approach leverages adversarial latent regularization and diffusion-based video generation to capture structured and semantically meaningful action representations while modeling rich, predictive environment dynamics, without relying on any action labels or annotations. By...
This is MSI’s new Claw 8 EX AI Plus gaming handheld
MSI has announced its new Claw 8 EX AI Plus gaming handheld PC, which features a specialized handheld processor. This model is claimed to be the world's first handheld to incorporate the Intel Arc G3 Extreme processor, equipped with Xe3 GPU cores for gaming. The device also includes a single NVME M.2 SSD slot for storage.
100-million-year-old bug had crab-like claws unlike any known insect
Deep inside 100-million-year-old amber from Myanmar, scientists uncovered a bizarre ancient bug with clawed front legs that look more like a crab’s pincers than anything seen in modern insects. The discovery is so unusual that researchers say these crab-like “chelae” evolved independently in this lineage, making it only the fourth known example of such structures appearing in insects at all.
Everything to know about the UFC White House centerpiece: the claw
The annual Memorial Day parade ambled down Constitution Avenue as Michael Ward and his family, visiting from Ohio, stopped in front of The Ellipse and peered through black fencing at three large cranes in the distance. The cranes, holding a steel structure as tall as the White House, blocked part of the Ward family's view of the president's home. "You see that scaffolding there?"
CLAW: A Vision-Language-Action Framework for Weight-Aware Robotic Grasping
arXiv:2509.14143v2 Announce Type: replace Abstract: Vision-language-action (VLA) models have recently emerged as a promising paradigm for robotic control, enabling end-to-end policies that ground natural language instructions into visuomotor actions. However, current VLAs often struggle to satisfy precise task constraints, such as stopping based on numeric thresholds, since their observation-to-action mappings are implicitly shaped by training data and lack explicit mechanisms for condition...
Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning
arXiv:2606.09138v1 Announce Type: new Abstract: Agentic reinforcement learning (RL) has become an important post-training paradigm for turning LLMs from static chatbots into interactive agents, giving rise to representative applications such as OpenClaw. Existing work mainly focuses on policy optimization algorithms and training frameworks, but pays less attention to the full data lifecycle of agent-environment interactions, from data production to training consumption. To bridge this gap,...
AppAgent-Claw: CLI Is All You Need for GUI Automation
arXiv:2606.05171v1 Announce Type: new Abstract: The OpenClaw platform provides a practical foundation for automation through its skill-oriented architecture, organizing external capabilities into lightweight, reusable components that can be invoked efficiently through a command-line interface (CLI). However, a significant bottleneck remains: many real-world tasks are confined to graphical user interfaces (GUIs) with no stable API available. While LLM-based GUI agents offer generality, their...
'Claw that drags you down': Despair as homeless crisis escalates
Wagga Wagga's homeless say they have 'nowhere to go' despite emergency response Thu 4 Jun 2026 at 5:30am As winter settles over the fog and frost-prone city of Wagga Wagga, there is a sense of despair among the growing number of people experiencing homelessness. "I've already been wet," Deanne said. "The stick's gone through the tent, so there's tape on that.
SecureClaw: Clawing Back Control of LLM Agents
arXiv:2606.09549v1 Announce Type: new Abstract: Tool-using large language model (LLM) agents face two distinct security failures: unauthorized external actions and exposure of sensitive plaintext inside the runtime before any final output check can intervene. Existing defenses usually protect one boundary, either the planner/runtime or the action sink, and therefore do not by themselves secure both surfaces. We present SecureClaw, a dual-boundary architecture that places authorization at the...