Articles & Guides

Hyundai’s plan to deploy Boston Dynamics’ Atlas robots has triggered a strike at its Ulsan plant. The dispute shows how humanoid automation is becoming a concrete labor issue rather than a distant technology story.

Linus Torvalds has made clear that Linux will not become an anti-AI project. The debate now centers on how open source communities should balance useful AI assistance with maintainer burden and code quality.

A VentureBeat Pulse Research survey of 107 enterprises finds that AI infrastructure spending is accelerating ahead of cost visibility. The result is a widening compute gap between investment ambition and operational control.

A VentureBeat Pulse Research survey of 107 enterprises suggests that AI agents are gaining real access to systems and data faster than security controls can catch up. More than half of respondents have already seen a confirmed incident or a near miss.

Roblox is launching Build, an AI-powered mobile feature that turns a short text prompt into a basic, editable game. The move lowers the barrier to creation while raising familiar questions about quality, discovery, and competition on user-generated platforms.

New York Governor Kathy Hochul says her administration is using AI to review every state rule, regulation, and policy for outdated provisions. The move comes just as the state pauses new hyperscale data centers, underscoring a more nuanced approach to AI governance.

A VentureBeat Pulse Research survey of 157 enterprises suggests that companies are giving AI agents more autonomy while trusting their evaluation systems less. The issue is not simply test coverage, but whether evaluations reflect real-world outcomes.

NVIDIA has released the Nemotron 3 Embed family on Hugging Face, positioning it for enterprise RAG, code retrieval, agent memory, and production-scale search. The 8B BF16 model ranks first on RTEB, while the 1B variants focus on efficiency and high-throughput deployment.

Google is turning AI Mode in Search into a more action-oriented assistant by letting users connect services such as Instacart, Canva and YouTube Music directly inside the search experience.

Google is bringing Gemini Omni and personal avatars to Google Vids, making it possible to generate, edit and appear in videos through natural-language prompts and lightweight personal inputs.

OpenAI’s message is not that teens should use AI without limits, but that they need safer, age-appropriate access. The focus is on protections, learning-oriented tools, parental controls, and expert collaboration.

Google is expanding AI Mode beyond answering questions by letting users connect and interact with selected apps. The first supported services include Instacart, Canva, and YouTube.

Investors are looking beyond chips and cloud platforms to the electricity infrastructure behind AI data centers. Energy IPOs are raising money at a historic pace, but post-listing performance is already uneven.

TechCrunch, citing the Financial Times, reports that Moonshot AI’s upcoming Kimi K3 could become China’s largest open-weight AI model and may narrow the gap with Anthropic’s Opus 4.8.

Hallo4D targets spatial and temporal hallucinations in 3D and 4D generation. Instead of retraining generators, it uses multimodal LLMs to detect inconsistencies and guide consensus-based corrections.

KnowAct-GUIClaw introduces a “Know Deeply, Act Perfectly” paradigm for personal GUI assistants, aiming to address OpenClaw’s limitations in cross-platform GUI interaction and self-evolution. The framework combines experience-based memory, a self-evolving skill library, and reflection to improve task execution over time.

GigaWorld-Policy-0.5 tackles a key bottleneck in World Action Models: costly video generation during inference. It keeps future visual dynamics as a training signal while switching to action-only decoding for deployment.

Apple Intelligence is set to come to China after regulatory approval tied to local AI partnerships. Alibaba’s Qwen models and Baidu’s work with Apple will help shape the China-specific rollout.

1Password has launched a Claude browser integration that lets users authorize the AI agent to use saved login credentials. The company says Claude can complete sign-in steps without seeing passwords or MFA one-time codes.

The European Union has ordered Google to give rival AI assistants and search engines broader access to Android capabilities and certain Google Search data under the Digital Markets Act. The move could reshape competition around mobile AI assistants and search in Europe.

A Hugging Face Blog post argues that newer, broader OCR models can still lose to a narrowly specialized system. On a Brazilian Portuguese benchmark, DharmaOCR outperformed Mistral OCR4 and Unlimited-OCR by focusing its training capacity on one language domain.