---
title: "AI teams agreed on the wrong answer in 75% of debates — and lower token bills hid the failure"
date: 2026-11-04
source: http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6aeb6b1f4ffa43b184f5a88b825aded8&url=https%3a%2f%2fventurebeat.com%2forchestration%2fai-teams-agreed-on-the-wrong-answer-in-75-of-debates-and-lower-token-bills-hid-the-failure&c=14540656428366166408&mkt=en-us
description: "Outshift’s Vijoy Pandey explains why AI agents agree on wrong answers—and why enterprises need coordination beyond shared context and lower token costs."
---

# AI teams agreed on the wrong answer in 75% of debates — and lower token bills hid the failure

Outshift’s Vijoy Pandey explains why AI agents agree on wrong answers—and why enterprises need coordination beyond shared context and lower token costs.

*Published: 2026-11-04*