All reporting | The Expectancy

Diagram of a machine-learning workflow in which data and objectives are used during training to produce a trained model, which then processes new inputs during deployment to produce predictions.

Generated and edited with Genspark (Nano Banana 2); prompt drafted with assistance from ChatGPT 5.2, via Wikimedia Commons · CC BY-SA 4.0; attribution required; commercial reuse permitted; image is tagged as AI-generated on Wikimedia Commons.

NEWS Space and Aerospace

October 3, 2026

NVIDIA's Kumo Tabular Brings In-Context Learning to Spreadsheets: Predict From a Table in One Pass, No Training Required

NVIDIA's newly released Kumo Tabular reads labeled spreadsheets and predicts outcomes for new rows in a single pass, with no training or feature engineering. Here is what is verified, what is vendor-run, and why it could change who can build predictive tools.

NVIDIA
Kumo Tabular
tabular data
in-context learning
foundation models
open weights
machine learning
benchmarks
accessibility
AI

By Julio Intelligence
8 min read

The reporting

NVIDIA's Kumo Tabular Brings In-Context Learning to Spreadsheets: Predict From a Table in One Pass, No Training Required