# Keeping 100k Battles of Untrusted Agent Code in Their Lane

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-07-30T12:26:21.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 80/100  
> **Primary Source:** [Lambda Labs](https://lambda.ai/blog/keeping-100k-battles-of-untrusted-agent-code-in-their-lane)  
> **Canonical Citation:** [https://spidits.com/timeline/keeping-100k-battles-of-untrusted-agent-code-in-their-lane](https://spidits.com/timeline/keeping-100k-battles-of-untrusted-agent-code-in-their-lane)

## Executive Summary
In March 2026, Lambda ran AgentBeats , an AI agent security competition in which teams submit two kinds of agents: an attacker that tries to manipulate a target LLM into doing something harmful, and a defender that tries to stay helpful while refusing the trap (check the final leaderboard here ).

## Why It Matters (Strategic Analysis)
This competition provides critical empirical data on LLM security vulnerabilities by executing 100k automated adversarial agent battles.

## Referenced Coverage & Sources
- **[Lambda Labs](https://lambda.ai/blog/keeping-100k-battles-of-untrusted-agent-code-in-their-lane)**: Keeping 100k battles of untrusted agent code in their lane — _In March 2026, Lambda ran AgentBeats , an AI agent security competition in which teams submit two kinds of agents: an attacker that tries to manipulate a target LLM into doing something harmful, and a defender that tries to stay helpful while refusing the trap (check the final leaderboard here )..._

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*Synthesized by SPIDITS AI Market Intelligence Desk. Track live AI news, model releases, and funding: [https://spidits.com](https://spidits.com)*