https://fondsites.com/tags/knowledge-freshness/Recent content in Knowledge Freshness on FondsitesHugoen-usFri, 29 May 2026 13:43:57 +0300https://fondsites.com/ai-agents/guidebooks/agent-knowledge-freshness/Fri, 29 May 2026 00:00:00 +0000https://fondsites.com/ai-agents/guidebooks/agent-knowledge-freshness/<p>Agents do not only fail because they lack knowledge. They also fail because they use knowledge that used to be true. A policy was revised. A customer record changed. A dependency moved. A project preference was corrected. A prior summary captured the old state. A checkpoint says a test passed before the latest edit. The agent may still sound fluent because stale context is often well written. That makes it more dangerous, not less.</p>