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"disqusTitle": "Study Claiming AI Can Detect Sexual Orientation Cleared for Publication",
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"content": "\u003cp>\u003cstrong>Update, Sept. 19:\u003c/strong> The American Psychological Association says that a controversial research paper that applied computer facial recognition to successfully guess people’s sexual orientation has passed a review of documentation submitted by the researchers. The paper is set to be published in the association’s peer-reviewed \u003cem>Journal of Personality and Social Psychology\u003c/em>.\u003c/p>\n\u003cp>A spokesperson for the association said it completed the review last week. The association undertook the review to substantiate an institutional review board's vetting of the study, which ensured that the study met ethical guidelines.\u003c/p>\n\u003cp>\"Given the sensitive nature of photo-images used in the current study, we are currently taking this additional step with this as yet unpublished manuscript,\" a spokesperson for the APA wrote to KQED last week, before the review was completed.\u003c/p>\n\u003cp>The research, by Michal Kosinski and Yilun Wang of Stanford University, claims that a computer algorithm bested humans in distinguishing between a gay person and a straight person when analyzing images from public profiles on a dating website. (Here is a \u003ca href=\"https://osf.io/zn79k/\" target=\"_blank\" rel=\"noopener noreferrer\">preprint\u003c/a> of the study; it's not necessarily the final version of the paper.)Researchers claim AI can be taught to predict sexual orientation from analyzing photographs. LGBTQ advocates are outraged.\u003c/p>\n\u003cp>The research had led to a firestorm of criticism from LGBTQ advocates and academics since it was \u003ca href=\"https://www.economist.com/news/science-and-technology/21728614-machines-read-faces-are-coming-advances-ai-are-used-spot-signs?fsrc=scn/tw/te/bl/ed/advancesinaiareusedtospotsignsofsexuality\" target=\"_blank\" rel=\"noopener noreferrer\">first reported\u003c/a> Sept. 9 by The Economist. Two gay rights groups, Human Rights Campaign and GLAAD, \u003ca href=\"https://www.glaad.org/blog/glaad-and-hrc-call-stanford-university-responsible-media-debunk-dangerous-flawed-report\" target=\"_blank\" rel=\"noopener noreferrer\">called the research,\u003c/a> in a joint press release, \"junk science.\"\u003c/p>\n\u003cp>[ad fullwidth]\u003c/p>\n\u003cp>\u003cstrong>Analyzing Faces\u003c/strong>\u003c/p>\n\u003cp>Using basic facial-recognition technology, the researchers weeded through 130,741 public photos of men and women posted on a U.S. dating website, selecting for images that showed a single face large and clear enough to analyze. This left a pool of 35,326 pictures of 14,776 individuals. Gay and straight people, male and female, were represented evenly.\u003c/p>\n\u003cp>Software called VGG-Face analyzed the faces and looked for correlations between a person's face (nose length, jaw width, etc.) and their self-declared sexual identity on the website. Using a resulting model made up of these distinguishing characteristics, the program, when shown one photo of a gay man and one of a straight man, was able to identify their sexual orientation 81 percent of the time. For women, the success rate was 71 percent. (Accuracy increased when the model was shown more than one image of a person.) Human guessers correctly identified straight faces and gay faces just 61 percent of the time for men and 54 percent for women.\u003c/p>\n\u003cp>The researchers say in the paper that these results \"provide strong support\" for the prenatal hormone theory of gay and lesbian sexual orientation. The theory holds that under or overexposure to prenatal androgens are a key determinant of sexual orientation.\u003c/p>\n\u003cp>In an \u003ca href=\"https://docs.google.com/document/d/11oGZ1Ke3wK9E3BtOFfGfUQuuaSMR8AO2WfWH3aVke6U/preview#\" target=\"_blank\" rel=\"noopener noreferrer\">authors' note\u003c/a> (last updated Sept. 13), the researchers discuss the study's limitations at some length, including the narrow demographic characteristics of the individuals analyzed -- white people who self-reported to be gay or straight. They also expressed concerns about the implications of the study:\u003c/p>\n\u003cblockquote>\u003cp>\u003cspan style=\"font-weight: 400\">We were really disturbed by these results and spent much time considering whether they should be made public at all. We did not want to enable the very risks that we are warning against. \u003c/span>\u003c/p>\n\u003cp>\u003cspan style=\"font-weight: 400\">Recent press reports,\u003c/span>\u003cspan style=\"font-weight: 400\"> however, suggest that governments and corporations are already using tools aimed at revealing intimate traits from faces. Facial images of billions of people are stockpiled in digital and traditional archives, including dating platforms, photo-sharing websites, and government databases. Profile pictures on Facebook, LinkedIn, and Google Plus are public by default. CCTV cameras and smartphones can be used to take pictures of others’ faces without their permission.\u003c/span>\u003c/p>\u003c/blockquote>\n\u003cp>Critics of the research expressed concerns that it will lead to the very invasion of privacy the authors seek to warn against. HRC/GLAAD also criticized the limited demographic pool used by the researchers, the \"superficial\" nature of the characteristics analyzed in the model, and the way media have represented the study.\u003c/p>\n\u003cp>The \u003ca href=\"https://docs.google.com/document/d/1UuEcSNFMduIaf0cOWdWbOV3NORLoKWdz3big4xuk7Z4/edit#\" target=\"_blank\" rel=\"noopener noreferrer\">authors responded\u003c/a> angrily, calling the HRC/GLAAD press release premature and misleading. \"\u003cspan style=\"font-weight: 400\">They do a great disservice to the LGBTQ community by dismissing our results outright without properly assessing the science behind it, and hurt the mission of the great organizations that they represent,\" they wrote. \u003c/span>\u003c/p>\n\u003cp>The researchers also stressed, in their authors' note, that they did not invent the tools used. Rather, they applied internet-available software to internet-available data, with the goal of demonstrating the privacy risks inherent in artificially intelligent technologies.\u003c/p>\n\u003cp>\"We studied existing technologies,\" wrote Kosinski and Wang, already widely used by companies and governments, to see whether they present a risk to the privacy of LGBTQ individuals.\"\u003c/p>\n\u003cp>They added, \"We were terrified to find that they do.\"\u003c/p>\n\u003cp>Such tools present a special threat, said the authors, to the privacy and safety of gay men and women living under repressive regimes where homosexuality is illegal.\u003c/p>\n\u003cp>But other LGBT academics and writers did not accept this line of reasoning. Oberlin sociology professor Greggor Mattson wrote a \u003ca href=\"https://greggormattson.com/2017/09/09/artificial-intelligence-discovers-gayface/\" target=\"_blank\" rel=\"noopener noreferrer\">takedown,\u003c/a> published on his website, describing the study as \"much less insightful than the researchers claim.\" The authors' discussion of their ethical concerns suffered from \"stunning tone-deafness,\" Mattson wrote.\u003c/p>\n\u003cp>At least one LGBT blogger, though, came to the researchers' defense.\u003c/p>\n\u003cp>Alex Bollinger, writing at LGBTQ Nation, wrote a \u003ca href=\"https://www.lgbtqnation.com/2017/09/hrc-glaad-release-silly-statement-gay-face-study/\" target=\"_blank\" rel=\"noopener noreferrer\">post \u003c/a>titled \"HRC and GLAAD release a silly statement about the ‘gay face’ study.\"\u003c/p>\n\u003cblockquote>\u003cp>\"We should take a stance of curiosity instead of judgment.\u003c/p>\n\u003cp>\"This is just one study that looked at one sample and said a few things. There will be more studies later on that will say other things. Let’s see how that all unfolds before deciding what the correct answer is.\"\u003c/p>\u003c/blockquote>\n\u003cp>\u003c/p>\n\u003cp>\u003cem>This post was edited Oct. 9 to specify the nature of the American Psychological Association's review of the study.\u003c/em>\u003c/p>\n\n",
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"content": "\u003cdiv class=\"post-body\">\u003cp>\u003cp>\u003cstrong>Update, Sept. 19:\u003c/strong> The American Psychological Association says that a controversial research paper that applied computer facial recognition to successfully guess people’s sexual orientation has passed a review of documentation submitted by the researchers. The paper is set to be published in the association’s peer-reviewed \u003cem>Journal of Personality and Social Psychology\u003c/em>.\u003c/p>\n\u003cp>A spokesperson for the association said it completed the review last week. The association undertook the review to substantiate an institutional review board's vetting of the study, which ensured that the study met ethical guidelines.\u003c/p>\n\u003cp>\"Given the sensitive nature of photo-images used in the current study, we are currently taking this additional step with this as yet unpublished manuscript,\" a spokesperson for the APA wrote to KQED last week, before the review was completed.\u003c/p>\n\u003cp>The research, by Michal Kosinski and Yilun Wang of Stanford University, claims that a computer algorithm bested humans in distinguishing between a gay person and a straight person when analyzing images from public profiles on a dating website. (Here is a \u003ca href=\"https://osf.io/zn79k/\" target=\"_blank\" rel=\"noopener noreferrer\">preprint\u003c/a> of the study; it's not necessarily the final version of the paper.)Researchers claim AI can be taught to predict sexual orientation from analyzing photographs. LGBTQ advocates are outraged.\u003c/p>\n\u003cp>The research had led to a firestorm of criticism from LGBTQ advocates and academics since it was \u003ca href=\"https://www.economist.com/news/science-and-technology/21728614-machines-read-faces-are-coming-advances-ai-are-used-spot-signs?fsrc=scn/tw/te/bl/ed/advancesinaiareusedtospotsignsofsexuality\" target=\"_blank\" rel=\"noopener noreferrer\">first reported\u003c/a> Sept. 9 by The Economist. Two gay rights groups, Human Rights Campaign and GLAAD, \u003ca href=\"https://www.glaad.org/blog/glaad-and-hrc-call-stanford-university-responsible-media-debunk-dangerous-flawed-report\" target=\"_blank\" rel=\"noopener noreferrer\">called the research,\u003c/a> in a joint press release, \"junk science.\"\u003c/p>\n\u003cp>\u003c/p>\u003c/div>",
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"content": "\u003cdiv class=\"post-body\">\u003cp>\u003c/p>\n\u003cp>\u003cstrong>Analyzing Faces\u003c/strong>\u003c/p>\n\u003cp>Using basic facial-recognition technology, the researchers weeded through 130,741 public photos of men and women posted on a U.S. dating website, selecting for images that showed a single face large and clear enough to analyze. This left a pool of 35,326 pictures of 14,776 individuals. Gay and straight people, male and female, were represented evenly.\u003c/p>\n\u003cp>Software called VGG-Face analyzed the faces and looked for correlations between a person's face (nose length, jaw width, etc.) and their self-declared sexual identity on the website. Using a resulting model made up of these distinguishing characteristics, the program, when shown one photo of a gay man and one of a straight man, was able to identify their sexual orientation 81 percent of the time. For women, the success rate was 71 percent. (Accuracy increased when the model was shown more than one image of a person.) Human guessers correctly identified straight faces and gay faces just 61 percent of the time for men and 54 percent for women.\u003c/p>\n\u003cp>The researchers say in the paper that these results \"provide strong support\" for the prenatal hormone theory of gay and lesbian sexual orientation. The theory holds that under or overexposure to prenatal androgens are a key determinant of sexual orientation.\u003c/p>\n\u003cp>In an \u003ca href=\"https://docs.google.com/document/d/11oGZ1Ke3wK9E3BtOFfGfUQuuaSMR8AO2WfWH3aVke6U/preview#\" target=\"_blank\" rel=\"noopener noreferrer\">authors' note\u003c/a> (last updated Sept. 13), the researchers discuss the study's limitations at some length, including the narrow demographic characteristics of the individuals analyzed -- white people who self-reported to be gay or straight. They also expressed concerns about the implications of the study:\u003c/p>\n\u003cblockquote>\u003cp>\u003cspan style=\"font-weight: 400\">We were really disturbed by these results and spent much time considering whether they should be made public at all. We did not want to enable the very risks that we are warning against. \u003c/span>\u003c/p>\n\u003cp>\u003cspan style=\"font-weight: 400\">Recent press reports,\u003c/span>\u003cspan style=\"font-weight: 400\"> however, suggest that governments and corporations are already using tools aimed at revealing intimate traits from faces. Facial images of billions of people are stockpiled in digital and traditional archives, including dating platforms, photo-sharing websites, and government databases. Profile pictures on Facebook, LinkedIn, and Google Plus are public by default. CCTV cameras and smartphones can be used to take pictures of others’ faces without their permission.\u003c/span>\u003c/p>\u003c/blockquote>\n\u003cp>Critics of the research expressed concerns that it will lead to the very invasion of privacy the authors seek to warn against. HRC/GLAAD also criticized the limited demographic pool used by the researchers, the \"superficial\" nature of the characteristics analyzed in the model, and the way media have represented the study.\u003c/p>\n\u003cp>The \u003ca href=\"https://docs.google.com/document/d/1UuEcSNFMduIaf0cOWdWbOV3NORLoKWdz3big4xuk7Z4/edit#\" target=\"_blank\" rel=\"noopener noreferrer\">authors responded\u003c/a> angrily, calling the HRC/GLAAD press release premature and misleading. \"\u003cspan style=\"font-weight: 400\">They do a great disservice to the LGBTQ community by dismissing our results outright without properly assessing the science behind it, and hurt the mission of the great organizations that they represent,\" they wrote. \u003c/span>\u003c/p>\n\u003cp>The researchers also stressed, in their authors' note, that they did not invent the tools used. Rather, they applied internet-available software to internet-available data, with the goal of demonstrating the privacy risks inherent in artificially intelligent technologies.\u003c/p>\n\u003cp>\"We studied existing technologies,\" wrote Kosinski and Wang, already widely used by companies and governments, to see whether they present a risk to the privacy of LGBTQ individuals.\"\u003c/p>\n\u003cp>They added, \"We were terrified to find that they do.\"\u003c/p>\n\u003cp>Such tools present a special threat, said the authors, to the privacy and safety of gay men and women living under repressive regimes where homosexuality is illegal.\u003c/p>\n\u003cp>But other LGBT academics and writers did not accept this line of reasoning. Oberlin sociology professor Greggor Mattson wrote a \u003ca href=\"https://greggormattson.com/2017/09/09/artificial-intelligence-discovers-gayface/\" target=\"_blank\" rel=\"noopener noreferrer\">takedown,\u003c/a> published on his website, describing the study as \"much less insightful than the researchers claim.\" The authors' discussion of their ethical concerns suffered from \"stunning tone-deafness,\" Mattson wrote.\u003c/p>\n\u003cp>At least one LGBT blogger, though, came to the researchers' defense.\u003c/p>\n\u003cp>Alex Bollinger, writing at LGBTQ Nation, wrote a \u003ca href=\"https://www.lgbtqnation.com/2017/09/hrc-glaad-release-silly-statement-gay-face-study/\" target=\"_blank\" rel=\"noopener noreferrer\">post \u003c/a>titled \"HRC and GLAAD release a silly statement about the ‘gay face’ study.\"\u003c/p>\n\u003cblockquote>\u003cp>\"We should take a stance of curiosity instead of judgment.\u003c/p>\n\u003cp>\"This is just one study that looked at one sample and said a few things. There will be more studies later on that will say other things. Let’s see how that all unfolds before deciding what the correct answer is.\"\u003c/p>\u003c/blockquote>\n\u003cp>\u003c/p>\n\u003cp>\u003cem>This post was edited Oct. 9 to specify the nature of the American Psychological Association's review of the study.\u003c/em>\u003c/p>\n\n\u003c/div>\u003c/p>",
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"info": "What kind of no sabo word is Hyphenación? For us, it’s about living within a hyphenation. Like being a third-gen Mexican-American from the Texas border now living that Bay Area Chicano life. Like Xorje! Each week we bring together a couple of hyphenated Latinos to talk all about personal life choices: family, careers, relationships, belonging … everything is on the table. ",
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"info": "The Political Mind of Jerry Brown brings listeners the wisdom of the former Governor, Mayor, and presidential candidate. Scott Shafer interviewed Brown for more than 40 hours, covering the former governor's life and half-century in the political game – and Brown has some lessons he'd like to share. ",
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"marketplace": {
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"info": "Our flagship program, helmed by Kai Ryssdal, examines what the day in money delivered, through stories, conversations, newsworthy numbers and more. Updated Monday through Friday at about 3:30 p.m. PT.",
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"mindshift": {
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"info": "The MindShift podcast explores the innovations in education that are shaping how kids learn. Hosts Ki Sung and Katrina Schwartz introduce listeners to educators, researchers, parents and students who are developing effective ways to improve how kids learn. We cover topics like how fed-up administrators are developing surprising tactics to deal with classroom disruptions; how listening to podcasts are helping kids develop reading skills; the consequences of overparenting; and why interdisciplinary learning can engage students on all ends of the traditional achievement spectrum. This podcast is part of the MindShift education site, a division of KQED News. KQED is an NPR/PBS member station based in San Francisco. You can also visit the MindShift website for episodes and supplemental blog posts or tweet us \u003ca href=\"https://twitter.com/MindShiftKQED\">@MindShiftKQED\u003c/a> or visit us at \u003ca href=\"/mindshift\">MindShift.KQED.org\u003c/a>",
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"info": "For decades, the process for how police police themselves has been inconsistent – if not opaque. In some states, like California, these proceedings were completely hidden. After a new police transparency law unsealed scores of internal affairs files, our reporters set out to examine these cases and the shadow world of police discipline. On Our Watch brings listeners into the rooms where officers are questioned and witnesses are interrogated to find out who this system is really protecting. Is it the officers, or the public they've sworn to serve?",
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"info": "Our weekly podcast explores how the media 'sausage' is made, casts an incisive eye on fluctuations in the marketplace of ideas, and examines threats to the freedom of information and expression in America and abroad. For one hour a week, the show tries to lift the veil from the process of \"making media,\" especially news media, because it's through that lens that we see the world and the world sees us",
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"politicalbreakdown": {
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"tagline": "Politics from a personal perspective",
"info": "Political Breakdown is a new series that explores the political intersection of California and the nation. Each week hosts Scott Shafer and Marisa Lagos are joined with a new special guest to unpack politics -- with personality — and offer an insider’s glimpse at how politics happens.",
"airtime": "THU 6:30pm-7pm",
"imageSrc": "https://cdn.kqed.org/wp-content/uploads/2024/04/Political-Breakdown-2024-Podcast-Tile-703x703-1.jpg",
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"possible": {
"id": "possible",
"title": "Possible",
"info": "Possible is hosted by entrepreneur Reid Hoffman and writer Aria Finger. Together in Possible, Hoffman and Finger lead enlightening discussions about building a brighter collective future. The show features interviews with visionary guests like Trevor Noah, Sam Altman and Janette Sadik-Khan. Possible paints an optimistic portrait of the world we can create through science, policy, business, art and our shared humanity. It asks: What if everything goes right for once? How can we get there? Each episode also includes a short fiction story generated by advanced AI GPT-4, serving as a thought-provoking springboard to speculate how humanity could leverage technology for good.",
"airtime": "SUN 2pm",
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"pri-the-world": {
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"title": "PRI's The World: Latest Edition",
"info": "Each weekday, host Marco Werman and his team of producers bring you the world's most interesting stories in an hour of radio that reminds us just how small our planet really is.",
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"imageSrc": "https://cdn.kqed.org/wp-content/uploads/2024/04/The-World-Podcast-Tile-360x360-1.jpg",
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},
"radiolab": {
"id": "radiolab",
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"info": "A two-time Peabody Award-winner, Radiolab is an investigation told through sounds and stories, and centered around one big idea. In the Radiolab world, information sounds like music and science and culture collide. Hosted by Jad Abumrad and Robert Krulwich, the show is designed for listeners who demand skepticism, but appreciate wonder. WNYC Studios is the producer of other leading podcasts including Freakonomics Radio, Death, Sex & Money, On the Media and many more.",
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"reveal": {
"id": "reveal",
"title": "Reveal",
"info": "Created by The Center for Investigative Reporting and PRX, Reveal is public radios first one-hour weekly radio show and podcast dedicated to investigative reporting. Credible, fact based and without a partisan agenda, Reveal combines the power and artistry of driveway moment storytelling with data-rich reporting on critically important issues. The result is stories that inform and inspire, arming our listeners with information to right injustices, hold the powerful accountable and improve lives.Reveal is hosted by Al Letson and showcases the award-winning work of CIR and newsrooms large and small across the nation. In a radio and podcast market crowded with choices, Reveal focuses on important and often surprising stories that illuminate the world for our listeners.",
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"officialWebsiteLink": "https://www.revealnews.org/episodes/",
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},
"rightnowish": {
"id": "rightnowish",
"title": "Rightnowish",
"tagline": "Art is where you find it",
"info": "Rightnowish digs into life in the Bay Area right now… ish. Journalist Pendarvis Harshaw takes us to galleries painted on the sides of liquor stores in West Oakland. We'll dance in warehouses in the Bayview, make smoothies with kids in South Berkeley, and listen to classical music in a 1984 Cutlass Supreme in Richmond. Every week, Pen talks to movers and shakers about how the Bay Area shapes what they create, and how they shape the place we call home.",
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"order": 16
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},
"science-friday": {
"id": "science-friday",
"title": "Science Friday",
"info": "Science Friday is a weekly science talk show, broadcast live over public radio stations nationwide. Each week, the show focuses on science topics that are in the news and tries to bring an educated, balanced discussion to bear on the scientific issues at hand. Panels of expert guests join host Ira Flatow, a veteran science journalist, to discuss science and to take questions from listeners during the call-in portion of the program.",
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},
"snap-judgment": {
"id": "snap-judgment",
"title": "Snap Judgment",
"tagline": "Real stories with killer beats",
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