Saturday, February 21, 2026

Token Burning: Exploiting AI Chatbot Costs as a New Attack Vector | Blog

As companies rush to deploy AI chatbots for customer support and product discovery, many overlook a critical issue: massive costs associated with inefficient deployments.

Key Problems:

  • No per-session token limits: Bots can churn out 10,000+ tokens without restraint.
  • Absence of monitoring: Many organizations lack budget alerts and anomaly detection on usage patterns.
  • Endless conversational depth: Sessions can go on indefinitely, driving up costs unexpectedly.

Proposed Solution:
Imagine a tool designed to mimic overly engaged users, generating expensive requests that appear innocuous. Such a tool could:

  • Request verbose, structured outputs, increasing token usage.
  • Cycle through product queries with unnecessary detail.

Call to Action: Companies must get proactive about chatbot costs. Set limits, monitor sessions, and rethink deployments.

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