https://meshrefine.com/en/tags/agentic-ai/Posts · Mesh RefinementMon, 30 Jun 2025 20:59:15 +0200https://meshrefine.com/en/posts/long-context-failures-and-fixes/<p><a href="https://www.dbreunig.com/2025/06/22/how-contexts-fail-and-how-to-fix-them.html">How Long Contexts Fail</a></p> <p><a href="https://www.dbreunig.com/2025/06/26/how-to-fix-your-context.html">How to Fix Your Context</a></p> <p>Long context is your friend&hellip; when we are talking about summarization and retrieval. For agentic workflow it is often detrimental due to reasons such as:</p> <ol> <li> <p><strong>Context poisoning</strong>, where the model hallucinates and messes with its own context. The ripples are powerful and they die slowly;</p> </li> <li> <p><strong>Context distraction</strong>, where the model starts to repeat itself instead of trying new strategies;</p> </li> <li> <p><strong>Context confusion</strong>, which happens when one gives the model too many tools (sometimes 2 is too many);</p>Mon, 30 Jun 2025 20:59:15 +0200https://meshrefine.com/en/posts/long-context-failures-and-fixes/