# From extreme weather to agricultural consequences with agentic AI

Source: https://arxiv.org/abs/2610.40641
Published: 2026-10-29
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Extreme weather is forecast days ahead, yet its consequences for agriculture remain hard to predict: a forecast says where a storm will strike, not which

## Review question

Compare accepted end-to-end outcomes, tool permissions, intervention rate, recovery behavior and total cost on the same workload. A polished demo does not establish unattended reliability.

No independent proof check or claim of peer review.