{"id":6069,"date":"2026-06-25T08:50:08","date_gmt":"2026-06-25T01:50:08","guid":{"rendered":"https:\/\/daiilynews.cu.ma\/?p=6069"},"modified":"2026-06-25T08:50:08","modified_gmt":"2026-06-25T01:50:08","slug":"the-fragility-of-intent-based-ai-routing-at-scale","status":"publish","type":"post","link":"https:\/\/daiilynews.cu.ma\/?p=6069","title":{"rendered":"The Fragility of Intent-Based AI Routing at Scale"},"content":{"rendered":"<p> <br \/>\n<br \/>Intent-based AI routing relies on a frontline LLM to dynamically send user requests to specialized tools or agents based on semantic descriptions. While this works in a sandbox, it completely shatters under real-world enterprise scale. As tool counts grow, semantic descriptions overlap, causing the router to misclassify inputs, trigger costly self-correction loops, and spike system latency. To fix this anti-pattern, engineers must build hybrid routing graphs: dividing capabilities into isolated namespaces, using deterministic code-based pre-filters for exact matches, and establishing strict confidence-score firewalls to catch and reroute low-certainty classifications immediately.Read All<br \/>\n<br \/><br \/>\n<br \/><a href=\"https:\/\/hackernoon.com\/the-fragility-of-intent-based-ai-routing-at-scale?source=rss\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Intent-based AI routing relies on a frontline LLM to dynamically send user requests to specialized tools or agents based on semantic descriptions. While this works in a sandbox, it completely shatters under real-world enterprise scale. As tool counts grow, semantic descriptions overlap, causing the router to misclassify inputs, trigger costly self-correction loops, and spike system [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6070,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[676],"tags":[],"class_list":["post-6069","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-ai"],"_links":{"self":[{"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=\/wp\/v2\/posts\/6069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6069"}],"version-history":[{"count":0,"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=\/wp\/v2\/posts\/6069\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=\/wp\/v2\/media\/6070"}],"wp:attachment":[{"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/daiilynews.cu.ma\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}