{"id":1084509,"date":"2024-10-24T10:26:26","date_gmt":"2024-10-24T17:26:26","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-story&#038;p=1084509"},"modified":"2025-12-15T14:56:54","modified_gmt":"2025-12-15T22:56:54","slug":"find-my-things","status":"publish","type":"msr-story","link":"https:\/\/www.microsoft.com\/en-us\/research\/story\/find-my-things\/","title":{"rendered":"Find My Things: New teachable AI tool helps blind and low-vision people locate lost personal items"},"content":{"rendered":"\n<div class=\"wp-block-cover has-parallax is-style-default\" style=\"min-height:360px;aspect-ratio:unset;\"><div role=\"img\" aria-label=\"Find My Things - close up of a person's hand taking a photo of keys on a table\" class=\"wp-block-cover__image-background wp-image-1084521 has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_story-cover_2000x1333.jpg)\"><\/div><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-40 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-container-core-cover-is-layout-2cb6a229 wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-719fd2c2 wp-block-group-is-layout-constrained\">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading is-style-display\" id=\"find-my-things-new-teachable-ai-tool-helps-blind-and-low-vision-people-locate-lost-personal-items-1\">Find My Things: New teachable AI tool helps blind and low-vision people locate lost personal items<\/h1>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<article class=\"wp-block-group alignfull mt-0 is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row has-background-gradient has-background-gradient-spectrum-3 wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"wp-block-columns is-style-dark-mode p-4 z-20 container theme-dark is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n\n\n\n<div class=\"wp-block-column headings-large is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56%\">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-default d-none d-md-block\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"assistive-technologies-have-helped-millions-of-people-who-are-blind-or-have-low-vision-with-a-variety-of-daily-tasks-from-converting-text-to-speech-and-summarizing-complex-documents-to-using-public-transportation-and-navigating-unfamiliar-environments-on-the-other-hand-developing-technology-that-can-help-people-with-vision-disabilities-find-frequently-used-and-easily-misplaced-personal-items-in-almost-any-physical-space-has-proved-much-more-difficult-until-now\">Assistive technologies have helped millions of people who are blind or have low vision with a variety of daily tasks, from converting text to speech and summarizing complex documents to using public transportation and navigating unfamiliar environments. <\/h3>\n\n\n\n<p>On the other hand, developing technology that can help people with vision disabilities find frequently used and easily misplaced personal items in almost any physical space has proved much more difficult. Until now.<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<p>Find My Things, developed by members of the Microsoft Research <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/taix\/\">Teachable AI Experiences (Tai X)<\/a> team with the help of a citizen design team they assembled for the project, is a teachable AI tool designed to solve that problem. Now available as a feature of the World channel in <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.seeingai.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Seeing AI<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u2014Microsoft\u2019s phone app for the blind and low-vision community that uses an intelligent camera and the power of AI to describe people, text, currency, color, and objects\u2014Find My Things makes it easy for people to use their phones to recognize and locate the personal items they use every day. Find My Things was recently honored in both the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.fastcompany.com\/91128700\/accessible-design-innovation-by-design-2024\" target=\"_blank\" rel=\"noopener noreferrer\">accessible design<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> and <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.fastcompany.com\/91129207\/artificial-intelligence-innovation-by-design-2024\" target=\"_blank\" rel=\"noopener noreferrer\">artificial intelligence<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> categories of Fast Company\u2019s 2024 Innovation by Design Awards.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/aka.ms\/Find-My-Things\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280.jpg\" alt=\"Rico was part of a group of students at New College Worcester in Worcester, UK, who participated in a beta test of the technology behind Code Jumper. Photo by Jonathan Banks.\" class=\"wp-image-561747\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280.jpg 1920w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280-1024x683.jpg 1024w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"heading-wrapper\">\n<h3 class=\"wp-block-heading h4 is-style-spectrum-fill-blue-green\" id=\"timeline-assistive-technology-at-microsoft-research\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/timeline-assistive-technology-at-microsoft-research\/\" target=\"_blank\" rel=\"noreferrer noopener\">Timeline: Assistive technology at Microsoft Research<\/a><\/h3>\n<\/div><\/div>\n<\/div>\n\n\n\n<p class=\"mt:-5\">Unlike other object recognizers that are pre-programmed to recognize a collection of generic objects, Find My Things gives people the power to personalize their experience by teaching the tool to recognize the items they actually use. This may include small items like house keys or earbuds, medium-sized items like backpacks or travel mugs, and even items that sometimes change shape, such as charger cords or a folding guide cane.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cI have a few small personal items that I always carry with me, and most of them are very important to me. Losing my bus pass means I can\u2019t go anywhere. Losing my house key means I can\u2019t get home. Because these items are small and I use them daily, it\u2019s not unusual for me to lose track of them. With Find My Things, I can locate my personal items if they happen to be lost.\u201d<\/p>\n<cite><em>\u2013<\/em> Karolina Pak\u0117nait\u0117, Citizen Designer<\/cite><\/blockquote>\n\n\n\n<figure class=\"wp-block-image alignright size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"600\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Karolina-Pakenaite_400x600.jpg\" alt=\"Karolina Pak\u0117nait\u0117 using the Find My Things app on her mobile phone. Photo by Jonathan Banks for Microsoft.\" class=\"wp-image-1084806\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Karolina-Pakenaite_400x600.jpg 400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Karolina-Pakenaite_400x600-200x300.jpg 200w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Karolina-Pakenaite_400x600-120x180.jpg 120w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><figcaption class=\"wp-element-caption\">Karolina Pak\u0117nait\u0117. Photo by Jonathan Banks for Microsoft.<\/figcaption><\/figure>\n\n\n\n<p>The Find My Things experience in the Seeing AI mobile app consists of two parts: <em>teaching <\/em>and <em>finding<\/em>. To teach Find My Things to recognize a specific object and add it to their list of findable things, a person uses their phone to record four short videos of the item they have selected\u2014from various angles and against different backgrounds. While shooting the videos, the person receives feedback from the tool to help them stay focused on the target object. The videos then serve as training data for the tool\u2019s few-shot object-recognition model and can be personalized on that individual\u2019s device in just a couple of seconds.<\/p>\n\n\n\n<p>Using the tool to find an item is even easier. A person simply selects an object from the list of findable things they\u2019ve created and then uses their phone to scan the environment\u2014whether it\u2019s their living room, a coffee shop, or a neighborhood park\u2014until the tool locates the object. The tool then uses audio, visual, and vibration cues to guide the person to within arm\u2019s reach of the object.<\/p>\n\n\n\n<p>\u201cFind My Things is one of the first fully working systems available to members of the public that allows people to teach an AI system to meet their own needs,\u201d says Cecily Morrison, a senior principal research manager at Microsoft Research, who led the Find My Things project and was honored in 2020 as a Member of the Order of the British Empire for her services to inclusive design.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<div class=\"wp-block-media-text has-video  has-vertical-margin-none  has-vertical-padding-none  has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading has-text-align-right\" id=\"microsoft-researchers-demo-the-shiksha-copilot\">In this YouTube video, Theo Holroyd demonstrates how blind and low-vision people can teach the Find My Things AI-powered tool to recognize and locate their lost or misplaced personal items.<\/h3>\n<\/div><figure class=\"wp-block-media-text__media video-wrapper\"><div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"QX0MCFUHVqg\" data-poster=\"https:\/\/img.youtube.com\/vi\/QX0MCFUHVqg\/maxresdefault.jpg\"><iframe class=\"media-text__video\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/QX0MCFUHVqg?enablejsapi=1&rel=0\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen aria-hidden=\"true\" tabindex=\"-1\"><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div><\/figure><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"making-ai-teachable-and-personal\">Making AI teachable\u2014and personal<\/h2>\n\n\n\n<p>Morrison and her colleagues at Microsoft Research started exploring the potential of teachable AI several years ago. \u201cIn 2016, we posed a challenge for ourselves: \u2018How can we use AI to augment human capabilities?\u2019 We began by trying to figure out how AI could extend the already formidable capabilities of paralympic athletes who were blind or low vision.\u201d<\/p>\n\n\n\n<p>As the team worked to define the AI system they would need to tackle that challenge, they also kept in mind that blind people are extremely diverse\u2014and so are their needs. \u201cAs researchers, we knew it would be impossible to build a system that would suit everyone\u2019s needs, especially as there were sure to be many needs we wouldn\u2019t know about,\u201d Morrison says. \u201cWe needed to create AI techniques that would give people agency in shaping systems that could meet their own needs. Teaching an AI system by providing user-generated training examples is one way to do that.\u201d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"670\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/02\/Cecily-Morrison-Photo-1024x670.jpg\" alt=\"Principal Researcher Cecily Morrison\" class=\"wp-image-638940\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/02\/Cecily-Morrison-Photo-1024x670.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/02\/Cecily-Morrison-Photo-300x196.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/02\/Cecily-Morrison-Photo-768x503.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/02\/Cecily-Morrison-Photo-1536x1006.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/02\/Cecily-Morrison-Photo-2048x1341.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Cecily Morrison<\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Few-shot learning, an area of machine learning research that helps to enable teachable AI, is one of the foundational elements that made it possible for the Tai X team to develop Find My Things. Researchers use few-shot learning to reduce the number of examples needed to complete a machine learning task and enable AI models to adapt to diverse, real-world use cases. For example, adding a new object category to a typical deep learning model would require hundreds or thousands of high-quality examples whereas a few-shot model would require only five or 10 examples. The publication of new datasets such as <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/announcing-the-orbit-dataset-advancing-real-world-few-shot-learning-using-teachable-object-recognition\/?msockid=23f1aac8327e64731948be9d33d66560\">ORBIT<\/a>\u2014a collection of videos of personal objects that blind and low-vision people recorded on their mobile phones\u2014also helped researchers apply few-shot learning to real-world challenges and develop the Find My Things app.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<div class=\"wp-block-media-text has-vertical-margin-none  has-vertical-padding-none  has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading has-text-align-right\" id=\"insert-fmt-video-in-this-episode-of-the-microsoft-research-podcast-martin-and-daniela\">Listen or read along as <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/podcast\/abstracts-september-30-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Research Podcast<\/a> guests Daniela Massiceti and Martin Grayson discuss the inspiration for Find My Things, the advances that made it possible, and larger lessons for building more inclusive AI experiences.<\/h3>\n<\/div><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/podcast\/abstracts-september-30-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.jpg\" alt=\"Outline illustration of Daniela Massiceti next to Martin Grayson\" class=\"wp-image-1091709 size-full\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-and-Martin_Abstracts_Hero_Feature_No_Text_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"citizen-designers-providing-real-world-guidance\">Citizen designers: Providing real-world guidance<\/h2>\n\n\n\n<p>As part of their accessibility work over the years, members of the Tai X team have often asked blind and low-vision people to test new technology intended for that community. For the Find My Things project, however, Morrison and her colleagues took a different approach.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cWe invited eight blind or low-vision young people between the ages of 14 and 25 to join us as citizen designers. Our aim was to train them in the design process by having them work alongside our team as collaborators and co-creators, and to give them a voice in shaping a technology they could use in their daily lives. We also hoped this experience would give them the skills and the motivation to move into the technology field.\u201d<\/p>\n<cite><em>\u2013<\/em> Cecily Morrison, Senior Principal Research Manager, Microsoft Research Cambridge<\/cite><\/blockquote>\n\n\n\n<p>Over a four-month period, the Tai X team hosted three day-long workshops with the eight citizen designers. These sessions focused on user scenario development, the teaching experience, and the finding experience. In addition to interacting directly with citizen designers during the workshops, the Tai X team recorded the sessions, analyzed the recordings, and used what they learned to help shape the Find My Things design. As the work progressed, the citizen designers offered many insights that influenced the final outcome.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"933\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px.jpg\" alt=\"Find My Things | woman holding her mobile phone over keys on a desk\" class=\"wp-image-1085310\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px.jpg 1400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-1024x682.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_33Microsoft-2914_1400px-240x160.jpg 240w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\">Photo by Jonathan Banks for Microsoft.<\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The citizen designers represented a diversity of vision disabilities\u2014from people who have little or no vision, to those who still have varying degrees of sight, to those like Pak\u0117nait\u0117 who have multiple disabilities. Those differences influence how they experience and move through the world, which, in turn, often determines how they use technology.<\/p>\n\n\n\n<p>For example, three of the designers preferred to read and write Braille and use screen readers to access their phones. The other five were print users with partial sight, who rely more on magnification. The Tai X researchers observed that those who preferred Braille held their phones horizontally while the print users usually held their phones vertically and at a 45-degree angle. Understanding that behavior helped the researchers create a video-capture process that works well for everyone regardless of how they hold their phone.<\/p>\n\n\n\n<p>\u201cThe citizen designers were able to combine their new knowledge with their lived experience to help us make critical design decisions,\u201d Morrison says. \u201cFor example, they helped us shape key use cases, design the video-capture experience, and A\/B test different experience options. This led to insights such as not insisting that users follow sound cues to take a good teaching video, but rather just letting them know when the item goes out of frame.\u201d<\/p>\n\n\n\n<p>Analyzing the workshop recordings and engaging with the citizen designers also helped uncover the value of adding vibration and other tactile cues to Find My Things rather than relying solely on audio and visual feedback. \u201cHaving tactile feedback like vibration is very beneficial for people like me who are deaf-blind, but also for others who may not want to attract attention and feel self-conscious if their phone starts talking at high volume in a public place,\u201d Pak\u0117nait\u0117 says. \u201cAdding those tactile cues will benefit me and everyone else.\u201d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<div class=\"wp-block-media-text has-video  has-vertical-margin-none  has-vertical-padding-none  has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading has-text-align-right\" id=\"insert-fmt-video-in-this-episode-of-the-microsoft-research-podcast-martin-and-daniela\">On the <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/podcast\/collaborators-teachable-ai-with-cecily-morrison-and-karolina-pakenaite\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Research Podcast<\/a>, Cecily Morrison and Karolina Pak\u0117nait\u0117 discuss how collaboration between researchers on the Teachable AI Experiences team and citizen designers helped make Find My Things an effective tool.<\/h3>\n<\/div><figure class=\"wp-block-media-text__media video-wrapper\"><div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"e2Kd0O8Wr-8\" data-poster=\"https:\/\/img.youtube.com\/vi\/e2Kd0O8Wr-8\/maxresdefault.jpg\"><iframe class=\"media-text__video\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/e2Kd0O8Wr-8?enablejsapi=1&rel=0\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen aria-hidden=\"true\" tabindex=\"-1\"><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div><\/figure><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"designing-ai-solutions-for-marginalized-communities\">Designing AI solutions for marginalized communities<\/h2>\n\n\n\n<p>Teachable AI helps people create meaningful personalized experiences by training AI systems to meet their individual needs. This is especially important for people whose needs do not always conform to those of the broader population, such as people with disabilities or from cultures with too little digital information to successfully train most AI models. Teachable AI offers a way for researchers to rethink current AI systems, develop inclusive solutions, and create human-centric experiences for millions of people who might otherwise be left behind.<\/p>\n\n\n\n<p>According to Daniela Massiceti, a senior researcher at Microsoft Research and the lead machine learning engineer on the Find My Things project, technical innovation means breaking a challenge into multiple steps to make solving the problem manageable. But that can sometimes encourage researchers to think that all they need to do is solve the first step and then scale the solution. While this may serve most people, perhaps 80%, that same solution may not work for people whose needs or constraints are different than those of the majority.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cIt&#8217;s easy for researchers to kind of parachute in, thinking they know what a marginalized community needs, and then build what they believe is a useful solution based on those assumptions. True engagement and working alongside members of the community during the development process is really important for understanding the actual needs and constraints and ensuring the technology you&#8217;re building is what the community wants.\u201d<\/p>\n<cite><em>\u2013<\/em> Daniela Massiceti, Senior Researcher, Microsoft Research Cambridge<\/cite><\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-1024x576.jpg\" alt=\"Daniela Massiceti\" class=\"wp-image-1084821\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Daniela-Massiceti_2021_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Daniela Massiceti<\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u201cIn the spirit of inclusive design\u2014design for one, extend to many\u2014working with populations that have unique needs and constraints significantly improves innovations for everyone,\u201c Morrison says. \u201cIt moves us beyond incremental development and allows us to make innovation leaps.\u201d<\/p>\n\n\n\n<p>\u201cAt Microsoft, our commitment is to serve everyone on the planet. That means everyone, not just 80% of users,\u201d she says. \u201cWhen we build AI solutions to work for marginalized communities, we often need new approaches to ensure that our systems scale to all users and not just the top slice. This removes Microsoft as the arbitrator of who AI systems are designed for and gives people and communities the agency to ensure that, whoever they are, they can adapt an AI system to fit their needs.\u201d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<div class=\"wp-block-media-text has-vertical-margin-none  has-vertical-padding-none  has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading has-text-align-right\" id=\"insert-fmt-video-in-this-episode-of-the-microsoft-research-podcast-martin-and-daniela\">At CHI 2024, researchers presented <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/find-my-things-personalized-accessibility-through-teachable-ai-for-people-who-are-blind-or-low-vision\/\">their paper on how teachable AI can help people with disabilities<\/a><\/h3>\n<\/div><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/find-my-things-personalized-accessibility-through-teachable-ai-for-people-who-are-blind-or-low-vision\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-1024x576.jpg\" alt=\"CHI 2024 | Best Paper Award | Find My Things\" class=\"wp-image-1084524 size-full\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/CHI-2024-Conference-BlogHeroFeature-1400x788-1.jpg 1401w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading is-style-default\" id=\"next-steps-1\">Next steps<\/h2>\n\n\n\n<p>The development and release of Find My Things coincided with the explosion of generative AI models that are driving a new wave of research. While Tai X researchers continue to focus on accessibility and working with marginalized communities, they are also trying to understand how generative AI models are working or not working for these communities.<\/p>\n\n\n\n<p>\u201cIt\u2019s an exciting new era and very cool to be working with these new AI models,\u201d Massiceti says. \u201cWe need new ways of thinking about technology when we&#8217;re building solutions for marginalized communities.\u201d<\/p>\n\n\n\n<p>The Tai X team is exploring how working with communities to gather training data in a fair and equitable way can improve the performance of these models and create new opportunities for community members. In addition, the team is exploring how bringing various aspects of teachable AI and personalization to generative AI experiences could make them even more powerful.<\/p>\n\n\n\n<p><em>Find My Things is an example of how research at Microsoft often enhances Microsoft products and services. To try the Find My Things tool, <\/em><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.seeingai.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>download the free, publicly available Seeing AI app<\/em><span class=\"sr-only\"> (opens in new tab)<\/span><\/a><em>.<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group theme-dark is-style-default container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56%\">\n<h2 class=\"wp-block-heading is-style-default h1\" id=\"explore-more\">Explore more<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-default alignwide is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns spectrum-border spectrum-border--blue-green spectrum-border--w-50 spectrum-border--position-right py-5 wp-block-columns--stack-tablet px-3 px-md-0 is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:58.31%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788.jpg\" alt=\"Find My Things - close up of the Personal Objects screen on a mobile device; objects listed include: Cards, Wallet, Keys; Below the list \"Personalize new model\" is selected\" class=\"wp-image-1084515\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788.jpg 1400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/09\/Find-My-Things_80Microsoft-2947_1400x788-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\">Photo by Jonathan Banks for Microsoft.<\/figcaption><\/figure>\n\n\n\n<div class=\"wp-block-columns mt-5 pl-md-5 wp-block-columns--stack-on-tablet is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"heading-wrapper\">\n<h3 class=\"wp-block-heading is-style-spectrum-fill h2\" id=\"insights-into-the-challenges-and-opportunities-of-large-multi-modal-models-for-blind-and-low-vision-users-a-case-study-on-clip\">Insights into the challenges and opportunities of large multi-modal models for blind and low-vision users: A case study on CLIP<\/h3>\n<\/div>\n\n\n<p class=\"mb-4\">Daniela Massiceti delves into the transformative potential of multimodal models such as CLIP for assistive technologies. Specifically focusing on the blind\/low-vision community, the talk explores the current distance from realizing this potential and the advancements needed to bridge this gap.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/quarterly-brief\/jun-2024-brief\/articles\/insights-into-the-challenges-and-opportunities-of-large-multi-modal-models-for-blind-and-low-vision-users-a-case-study-on-clip\">Watch, listen, or read now<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\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<div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"yCkF89SmARE\" data-poster=\"https:\/\/img.youtube.com\/vi\/yCkF89SmARE\/maxresdefault.jpg\"><iframe aria-hidden=\"true\" tabindex=\"-1\" title=\"Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: CLIP\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/yCkF89SmARE?feature=oembed&rel=0&enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns mt-5 pl-md-5 wp-block-columns--stack-on-tablet is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"heading-wrapper\">\n<h3 class=\"wp-block-heading is-style-spectrum-fill\" id=\"timeline-assistive-technology-at-microsoft-research-1\">Timeline: Assistive technology at Microsoft Research<\/h3>\n<\/div>\n\n\n<p>Over the years, research teams have collaborated closely with people with disabilities and those who support them to thoughtfully and creatively innovate around their commitment to inclusive design and accessible technology.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/timeline-assistive-technology-at-microsoft-research\/\" target=\"_blank\" rel=\"noreferrer noopener\">Explore now<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/aka.ms\/Find-My-Things\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280.jpg\" alt=\"Rico was part of a group of students at New College Worcester in Worcester, UK, who participated in a beta test of the technology behind Code Jumper. Photo by Jonathan Banks.\" class=\"wp-image-561747\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280.jpg 1920w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Torino-NWC_0024-1920x1280-1024x683.jpg 1024w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:8.3%;flex-basis:41.69%\"><div class=\"heading-wrapper\">\n<h3 class=\"wp-block-heading is-style-spectrum-fill h2 w-sm-75\" id=\"empowering-people-with-ai\">Empowering people with AI<\/h3>\n<\/div>\n\n\n<p class=\"w-sm-75 mt-sm-5 mt-md-0\">Microsoft Research&#8217;s Cecily Morrison joins the podcast to discuss what she calls the \u201cpillars\u201d of inclusive design and how her research is positively impacting people with health issues and disabilities. She also shares how having a child born with blindness put her in touch with a community of people she would otherwise never have met.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full my-5\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788.png\" alt=\"Cecily Morrison\" class=\"wp-image-562770\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788.png 1400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788-768x432.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788-1024x576.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/Cecily-Morrison_POD_Cecily-Morrison_POD_Site_11_2018_1400x788-343x193.png 343w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/podcast\/empowering-people-with-ai-with-dr-cecily-morrison\/\">Listen or read now<\/a><\/div>\n<\/div>\n\n\n<div class=\"heading-wrapper\">\n<h3 class=\"wp-block-heading w-sm-75 is-style-spectrum-fill h2\" id=\"inclusive-design-for-all\">Inclusive design for all<\/h3>\n<\/div>\n\n\n<p class=\"w-sm-75\">Ed Cutrell, principal researcher in the Ability Group, talks about his work in the disability and inclusive design space, explains the vital importance of interdisciplinarity\u2014a fancy way of saying many ways of thinking and many ways of knowing\u2014and tells us how a dumb phone beat a smart tablet in rural India \u2026 and what that meant to researchers.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788.png\" alt=\"Dr. Ed Cutrell\" class=\"wp-image-598896\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788.png 1400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-768x432.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-1024x576.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-343x193.png 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-640x360.png 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-960x540.png 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/07\/Ed-Cutrell_Podcast_Site_07_2019_1400x788-1280x720.png 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/research\/podcast\/inclusive-design-for-all-or-ict4d-and-4u-with-dr-ed-cutrell\/\">Listen or read now<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"padding-bottom:64px; padding-top:64px\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper col-lg-11 col-xl-9 px-0 m-auto\">\n\t\t\t<p><em><strong>Story contributors<\/strong>: Mary Bellard, Neeltje Berger, Tetiana Bukhinska, David Celis Garcia, Matt Corwine, Kristina Dodge, Martin Grayson, Theo Holroyd, Alyssa Hughes, Daniela Massiceti, Matthew McGinley, Amanda Melfi, Cecily Morrison, Karolina Pak\u0117nait\u0117, Joe Plummer, Brenda Potts, Carly Quill, Katie Recken, Patti Thibodeau, Amber Tingle, Sarah Wang, Larry West, and Katie Zoller. Find My Things usage photos by Jonathan Banks for Microsoft.<\/em><\/p>\n\n\n\n<p><em>Originally published on October 24, 2024<\/em><\/p>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h3 class=\"wp-block-heading is-style-default h2\" id=\"lightning-talks\">Other resources<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/taix\/\">Teachable AI Experiences (Tai X)<\/a><\/p>\n\n\n\n<p><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/blogs.microsoft.com\/on-the-issues\/2024\/10\/17\/disability-data-improving-representation-to-drive-ai-innovation\/\" target=\"_blank\" rel=\"noopener noreferrer\">Disability Data: Improving Representation to Drive AI Innovation<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/panel-discussion-generative-ai-for-global-impact-challenges-and-opportunities\/\">Panel Discussion: Generative AI for Global Impact<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/lab\/microsoft-research-cambridge\/\">Microsoft Research Cambridge<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/lab\/microsoft-research-redmond\/\">Microsoft Research Redmond<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/podcast\/\">Microsoft Research Podcast<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\">Microsoft Research Blog<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/story\/sep-2024-brief\/\">Microsoft Research Forum series<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Teachable AI is personalizing accessibility for people with disabilities, giving them the power to train AI-based tools and apps to provide help in their daily lives. Find My Things, available with the Seeing AI app, is a great example.<\/p>\n","protected":false},"featured_media":1084518,"template":"","meta":{"msr-url-field":"https:\/\/player.blubrry.com\/id\/125099239","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556,13554],"msr-locale":[268875],"msr-post-option":[],"class_list":["post-1084509","msr-story","type-msr-story","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-human-computer-interaction","msr-locale-en_us"],"related-researchers":[{"type":"user_nicename","display_name":"Martin Grayson","user_id":32893,"people_section":"Section name 0","alias":"mgrayson"},{"type":"user_nicename","display_name":"Cecily Morrison","user_id":31356,"people_section":"Section name 0","alias":"cecilym"},{"type":"guest","display_name":"Karolina Pak\u0117nait\u0117","user_id":987066,"people_section":"Section name 0","alias":""}],"related-publications":[1042923],"related-downloads":[],"related-videos":[1040106],"related-projects":[830104],"related-groups":[283244],"related-events":[],"related-posts":[562767,598893,987054,1087971],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1084509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-story"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-story"}],"version-history":[{"count":135,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1084509\/revisions"}],"predecessor-version":[{"id":1158592,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1084509\/revisions\/1158592"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/1084518"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1084509"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1084509"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1084509"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1084509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}