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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.
AI & Enterprise
LG AI Research says it will bet on expert AI to solve industry problems
LG AI Research set out an AGI strategy it said differs from global big tech, aiming to keep improving general models while building expert AI that can solve difficult problems in manufacturing, science and finance. It unveiled sector applications and development plans at an event in Seoul. The group is developing EXAONE model series, domain-specific models and K-EXAONE. It also said AI development should continue, while releases and deployment require greater caution.
AI & Enterprise
LG AI Research industrial-focused AI strategy gains traction, stands out on global benchmarks
LG AI Research said its in-house models EXAONE Tabular and EXAONE Forecast achieved best-in-class performance on global leaderboards. EXAONE Tabular ranked first overall for categorical data prediction on TabArena, scoring 1,760 ELO points, ahead of Google’s TabFM. EXAONE Forecast ranked first in the zero-shot category and second in agentic AI on Salesforce’s GIFT-Eval. The institute plans PoCs in manufacturing, bio-healthcare and finance.