{"id":6221,"date":"2025-07-31T14:34:51","date_gmt":"2025-07-31T21:34:51","guid":{"rendered":"https:\/\/us.wordcamp.org\/2025\/?post_type=wcb_session&#038;p=6221"},"modified":"2025-09-04T16:26:41","modified_gmt":"2025-09-04T23:26:41","slug":"your-words-your-brain-your-device-democratizing-writing-assistance-with-ml-at-the-edge","status":"publish","type":"wcb_session","link":"https:\/\/us.wordcamp.org\/2025\/session\/your-words-your-brain-your-device-democratizing-writing-assistance-with-ml-at-the-edge\/","title":{"rendered":"Your Words, Your Brain, Your Device: Democratizing Writing Assistance with ML at the Edge"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/e-jYf8ZV_SA?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<p>Machine learning has been around for decades. Until recently, running ML models typically required big centralized servers due to high computational demands. With modern hardware and tools like Rust and Burn, we can flip the script. When run on a user\u2019s device, trained models can be an incredible boost to human creativity and expression.<\/p>\n\n\n\n<p>Harper is a grammar checker that is designed to improve your work without degrading your integrity\u2014or the writing experience itself. Our users generate and publish novel ideas faster because we focus on what\u2019s important: speed, privacy, and accuracy.<\/p>\n\n\n\n<p>WordPress\u2019 mission is to democratize publishing. This talk will explore how we can use AI to democratize writing too. More importantly, how you can train and deploy specialized models at the edge to eliminate inference costs, lower latency, and improve user satisfaction. <\/p>\n\n\n\n<p>Presented by <a href=\"https:\/\/us.wordcamp.org\/2025\/speaker\/elijah-potter\/\">Elijah Potter<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning has been around for decades. Until recently, running ML models typically required big centralized servers due to high computational demands. With modern hardware and tools like Rust and Burn, we can flip the script. When run on a user\u2019s device, trained models can be an incredible boost to human creativity and expression. Harper [&hellip;]<\/p>\n","protected":false},"author":23301025,"featured_media":0,"template":"","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"_wcpt_session_time":1756488600,"_wcpt_session_duration":2700,"_wcpt_session_type":"session","_wcpt_session_slides":"","_wcpt_session_video":"","_wcpt_speaker_id":[4734],"footnotes":""},"session_track":[58],"session_category":[63],"class_list":["post-6221","wcb_session","type-wcb_session","status-publish","hentry","wcb_track-track-2-rose-city","wcb_session_category-topic-skills"],"jetpack_shortlink":"https:\/\/wp.me\/pfz0Bf-1Cl","jetpack_sharing_enabled":true,"session_date_time":{"date":"August 29, 2025","time":"10:30 am"},"session_speakers":[{"id":"4734","slug":"elijah-potter","name":"Elijah Potter","link":"https:\/\/us.wordcamp.org\/2025\/speaker\/elijah-potter\/"}],"session_cats_rendered":"Honing your Skills","_links":{"self":[{"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/sessions\/6221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/sessions"}],"about":[{"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/types\/wcb_session"}],"author":[{"embeddable":true,"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/users\/23301025"}],"version-history":[{"count":4,"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/sessions\/6221\/revisions"}],"predecessor-version":[{"id":8809,"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/sessions\/6221\/revisions\/8809"}],"speakers":[{"embeddable":true,"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/speakers\/4734"}],"wp:attachment":[{"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/media?parent=6221"}],"wp:term":[{"taxonomy":"wcb_track","embeddable":true,"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/session_track?post=6221"},{"taxonomy":"wcb_session_category","embeddable":true,"href":"https:\/\/us.wordcamp.org\/2025\/wp-json\/wp\/v2\/session_category?post=6221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}