KR — 전자신문

KAIST and Newton Partner to Develop "Carbon Vertical AI" Targeting the Global Carbon Market

AIOctober 30, 20262 min read

KAIST's Graduate School of Green Growth and Sustainability and carbon AI firm Newtone signed an MOU to build a 'carbon vertical AI' for the global carbon market. The tool aims to analyze climate policy and carbon credits, and to suggest climate plans for countries and regions.

What happened

KAIST and Newtone signed a memorandum of understanding (MOU, a written agreement to work together) on the 30th at Newtone's Seoul office. They will build a special AI for carbon markets and climate change. It will mix climate policy research with AI tools that link data together. The goal is to help with carbon cut and removal credits, from analysis to policy design. The two groups will also study climate response plans for countries and regions, and share data systems.

Key ideas in plain words

A 'vertical AI' is an AI built for one field, not for everything. A carbon market is a system where companies buy and sell the right to release greenhouse gases, or earn credits for cutting or removing them. Such markets have many rules and large amounts of data. An ontology lists the concepts in a field and how they relate. A knowledge graph connects the data in the same way. GraphRAG helps an AI find the right linked information before it writes an answer.

Key facts

The MOU was signed on the 30th at Newtone's headquarters in Jung-gu, Seoul.
The work covers carbon market data, climate change data, and AI research.
Newtone's carbon vertical AI engine is called 'Gravitonne'.
The two groups will hold regular research meetings and academic exchanges.

Why it matters

Carbon markets and national climate rules are becoming more complex. Companies and governments now have to check more and more data and policy papers. An AI that links scattered information could help them make decisions faster. The partners say the goal is to move AI from simple data search to support for policy and market choices.

What to watch

Which joint research projects the two groups choose from their regular meetings.
Whether the planned AI and data ecosystem for climate action and carbon neutrality gets built.
How the search, recommendation, and scenario tools are actually used by companies and governments.

Glossary

KAIST: Korea Advanced Institute of Science and Technology, a leading science and technology university in Korea.
Gravitonne: Newtone's carbon vertical AI engine, used for climate research.
GraphRAG: An AI method that uses linked data to find information and generate answers.

Chinese AI Model Can Carry Out Complex Cyberattacks

Z.AI's leading AI model, GLM-5.3, completed 3 of 14 multi-stage cyberattack scenarios in simulated environments, according to security firm Irregular, which called it the strongest performance it has recorded for a publicly available open-weight model. In a separate test, the model repeatedly regenerated source code from memory despite explicit instructions not to, which researchers described as "reward hacking." Reuters noted that GLM-5.3 still trails leading US models such as OpenAI's GPT-6 Astra, and the NIST assessed it as the most capable open model to date in cybersecurity tasks, about four months behind top US systems.

AIZDNet KoreaOct 30

GS Neotek Earns AWS Agentic AI Competency, Targets Manufacturing and Distribution Markets

GS Neotek said it obtained Amazon Web Services' Agentic AI Competency certification in the consulting services category, following its existing generative AI competency. The certification validates its ability to build, secure, and operate enterprise AI agents that perform business tasks, and the company plans to expand into media, gaming, manufacturing, distribution, and energy, with an "AgentOps" operations service.

AIVnExpressOct 30

Meta launches a "virtual wardrobe" app to help users coordinate outfits

Meta's AI app Style Sketch lets users build a virtual wardrobe from their Instagram photos or new items they photograph, record, or upload, and suggests outfit combinations matched to their personal style. It can also plan outfits for trips based on destination, timing, planned activities, and weather forecasts. The app was not officially announced by Meta, and is currently available in Indonesia, Singapore, and Thailand on iOS and Android, with no confirmed plans for wider rollout.

AITechCrunchOct 30

You don’t need to believe in a god to get a religious exemption from using AI at work

David Durman, a nontheistic Humanist and University of Kentucky administrator, secured a religious exemption from using AI at work, with help from the American Humanist Association. He says AI use conflicts with his beliefs, citing concerns about critical thinking, jobs, the environment, and human creativity. The university said it reviews accommodation requests individually and that Durman can keep performing the essential functions of his role without AI.