{"id":332,"date":"2025-12-11T10:41:00","date_gmt":"2025-12-11T10:41:00","guid":{"rendered":"http:\/\/beeshoneyandbeeswax.com\/blog\/?p=332"},"modified":"2026-01-20T08:56:51","modified_gmt":"2026-01-20T08:56:51","slug":"buzzbox-ai-audio-in-beekeeping","status":"publish","type":"post","link":"http:\/\/beeshoneyandbeeswax.com\/blog\/buzzbox-ai-audio-in-beekeeping\/","title":{"rendered":"BuzzBox: AI Audio in Beekeeping"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"539\" src=\"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-content\/uploads\/2026\/01\/image-7-1024x539.png\" alt=\"\" class=\"wp-image-333\" style=\"aspect-ratio:1.899848040428314;width:643px;height:auto\" srcset=\"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-content\/uploads\/2026\/01\/image-7-1024x539.png 1024w, http:\/\/beeshoneyandbeeswax.com\/blog\/wp-content\/uploads\/2026\/01\/image-7-300x158.png 300w, http:\/\/beeshoneyandbeeswax.com\/blog\/wp-content\/uploads\/2026\/01\/image-7-768x404.png 768w, http:\/\/beeshoneyandbeeswax.com\/blog\/wp-content\/uploads\/2026\/01\/image-7-600x316.png 600w, http:\/\/beeshoneyandbeeswax.com\/blog\/wp-content\/uploads\/2026\/01\/image-7.png 1466w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p><a href=\"https:\/\/beebuilt.com\/products\/buzzbox\">BuzzBox uses <em>AI audio analysis<\/em><\/a> to \u201clisten\u201d for distress cues\u2014buzzing patterns that signal queen loss, swarming prep, or stress\u2014alerting beekeepers before issues escalate.<\/p>\n\n\n\n<p>Machine learning models can interpret hive sound data to classify conditions such as <em>queenlessness or colony stress<\/em>, supporting early intervention.<\/p>\n\n\n\n<p>BuzzBox is a product of <a href=\"https:\/\/beebuilt.com\/\">BeeBuilt<\/a>, a company that believes in sustainability in beekeeping. BeeBuilt also offers <a href=\"https:\/\/beebuilt.com\/pages\/online-beekeeping-courses\">online courses in beekeepin<\/a>g. <\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>BuzzBox uses AI audio analysis to \u201clisten\u201d for distress cues\u2014buzzing patterns that signal queen loss, swarming prep, or stress\u2014alerting beekeepers before issues escalate. Machine learning models can interpret hive sound data to classify conditions such as queenlessness or colony stress, supporting early intervention. BuzzBox is a product of BeeBuilt, a company that believes in sustainability [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[260,21],"tags":[275,274],"class_list":["post-332","post","type-post","status-publish","format-standard","hentry","category-ai-in-beekeeping","category-iot-sensors","tag-beebuilt","tag-buzzbox"],"_links":{"self":[{"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/posts\/332","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/comments?post=332"}],"version-history":[{"count":2,"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/posts\/332\/revisions"}],"predecessor-version":[{"id":335,"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/posts\/332\/revisions\/335"}],"wp:attachment":[{"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/media?parent=332"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/categories?post=332"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/beeshoneyandbeeswax.com\/blog\/wp-json\/wp\/v2\/tags?post=332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}