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[ARTICLE · art-32198] src=pub.towardsai.net ↗ pub= topic=ai-agents verified=true sentiment=↓ negative

Your Agentic Loop Will Drift.

A long-running AI agent undergoes significant drift after 500 cycles, with its original goal shifting and constraints eroding, raising concerns about reliability in autonomous systems.

read1 min views25 publishedJun 18, 2026

After 500 cycles, a long-running agent is not the same agent that started. Its goal has shifted. Its constraints have eroded. This is… Continue reading on Towards AI »

source & further reading
pub.towardsai.net — original article My Model Thought Tamil Was Telugu: Open-Source Language ID for Hinglish, Tanglish and Kanglish Tracing AI Agents: What OTel’s GenAI Spans Actually Capture How Claude Code Works (Let’s Build a Tiny One)
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