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Mobility

Everyone\'s Parking Lot launches AI voice parking pass purchase service

Everyone\'s Parking Lot, Socar’s parking platform, has launched what it called South Korea’s first AI-based voice parking pass purchase service. Users can speak their destination and planned usage time in the app, and the AI recommends candidate parking lots, provides payment guidance and connects to navigation. The company said about 62 percent of parking pass buyers entered within an hour after payment. Vehicle and card details are masked and discarded when sessions end.

AI & Enterprise

Nums AI unveils tabular foundation model, tops global benchmark

Nums AI, a developer of tabular foundation models, said on Tuesday it has unveiled its in-house model Causilo. The company said Causilo ranked first in overall, classification and regression Elo evaluations in TabArena, a global benchmark for tabular data AI. It said the model outperformed TabFM from Google Research, Mitra-v2 from Amazon, Xiaomi-TabLDM and TabPFN-3 from Prior Labs. Nums AI said it has released Causilo’s code and pretrained weights, while applying a separate licence for commercial use.

Games & Commerce

Com2uS opens first cohort of AI Campus with Sungkyunkwan University

Com2uS has begun training practical talent to apply AI to game development with Sungkyunkwan University. The company said it started the first cohort of its AI-based game client development expert programme, jointly hosted with the university’s industry-academia cooperation foundation. The 24-week offline course runs through Feb. 25 and covers C#, AI agent server building and reinforcement learning. Participants complete projects, build three portfolios and receive mentoring and post-course job support.