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AI & Enterprise
NC AI wins Hanwha Ocean contract for autonomous welding project for commercial and special-purpose ships
NC AI has won a Hanwha Ocean project to develop a vision-recognition welding model and a collaborative-robot autonomous welding model, it said on Wednesday. The project combines AI vision recognition with precision robot control for welding, a core shipbuilding process. The goal is a physical AI solution that identifies and judges weld areas and performs optimal welding in real time. The results are set to be applied to Hanwha Ocean’s commercial and special-purpose shipbuilding.
Crypto
Ethereum Foundation researcher Josh Stark to leave after 5 years
Josh Stark (조시 스타크), a key researcher and project manager at the Ethereum Foundation, is leaving after five years. Cointelegraph reported the departure is seen as the most high-profile personnel exit since a leadership reshuffle in the first quarter of 2025. Stark said on X he would leave but did not explain why and said he had no future plans. Other departures have also been disclosed, including Trent Van Epps.
AI & Enterprise
U.S.-China coding AI clash as security industry M&A spreads
Coding remains the main battleground in generative AI in early 2026, with DeepSeek expected to highlight coding in its upcoming V4 model and Anthropic’s Claude Code gaining traction in Silicon Valley. Research cited in the article points to rising DeepSeek usage and ongoing security risks in AI-generated websites. Chinese AI firms post revenue gains, while major cybersecurity companies pursue acquisitions. OpenAI, Google, Microsoft, Apple and others roll out new AI products and partnerships, alongside developments in Korea’s AI initiatives.