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Louis B. Rosenberg

December 18, 2023

Louis Barry Rosenberg (born 1969) is an American engineer, researcher, inventor, and entrepreneur.[1] He researches augmented reality, virtual reality, and artificial intelligence. He was the Cotchett Endowed Professor of Educational Technology at the California Polytechnic State University, San Luis Obispo. He founded the Immersion Corporation and Unanimous A.I., and he wrote the screenplay for the 2009 romantic comedy film, Lab Rats.

Louis Barry Rosenberg
Rosenberg in 2022
Alma materStanford University
UCLA School of Theater, Film and Television
ChildrenZoe Rosenberg
Scientific career
FieldsArtificial intelligence, augmented reality, virtual reality, haptic technology
Institutions
Thesis"Virtual fixtures": perceptual overlays enhance operator performance in telepresence tasks (1994)
Doctoral advisorLarry John Leifer

As a researcher, Rosenberg is known for developing artificial swarm intelligence to amplify the collective intelligence of networked human groups (2014–2023),[2][3][4] for his work developing the haptic computer mouse and GUI (1993–1999)[5][6] and for his work developing augmented reality at Air Force Research Laboratory (1991–1994).[7][8][9]

Early life and family edit

 
Rosenberg in 1992 developing early Augmented Reality / Mixed Reality system (US Air Force, Virtual Fixtures project)

Louis Rosenberg was born in 1969.[10] His parents purchased his first computer in 1980 and he began writing programs. He has said, "If I spelled things wrong it would give me a syntax error and let me try again... that's a helpful feature for someone who is dyslexic."[11]

Rosenberg earned a B.S. (1991), M.S. (1993), and Ph.D. (1994) in Mechanical Engineering from Stanford University.[12] His daughter, Zoe Rosenberg, is an animal rights activist.[13]

Career edit

From 1991 to 1994, Rosenberg was a researcher of virtual and augmented reality at Stanford University,[14] NASA Ames Research Center,[15] and Air Force Research Laboratory (formerly Armstrong Laboratory).[16][17]

In 1993, Rosenberg founded Immersion Corporation, and later served as its CEO until 2000.[18][19]

In 1999, Logitech released the first haptic-enabled computer mouse using FEELit technology he developed with other researchers at Immersion Corporation.[20][21][22] As CEO, he brought the company public on NASDAQ in 1999 and it remains public today trading as "IMMR" as a part of Russell 2000 component.[23][24][25]

In 2002, Rosenberg founded Outland Research, a company that developed augmented reality technology.[26]

In 2005, Rosenberg joined the faculty of California Polytechnic State University, San Luis Obispo (Cal Poly), as an assistant professor.[27] Later, he became the Cotchett Endowed Professor of Educational Technology at Cal Poly.[28][29][30]

In 2014, Rosenberg founded Unanimous A.I. on the basis of a novel technology known as Artificial Swarm Intelligence, which is based on the decision-making abilities of biological swarms and is utilized to enhance the collective intelligence of networked human groups.[31][32][33]

Rosenberg has been a vocal critic of the potential risks that virtual reality, augmented reality, and artificial intelligence pose to society in recent years.[34][35] As an author, he has written about these technologies for VentureBeat[36] and Big Think.[26]

Research edit

In 2014, Rosenberg started research in a relatively new sub-field of AI, now known as, artificial swarm intelligence (swarm AI in short), that aims to amplify the intelligence of human groups using AI algorithms modeled on biological swarms.[8][37][38][39][40] In 2014, he founded Unanimous A.I., an artificial intelligence company.[2][41] He has served as the company's CEO since the company was founded.[8]

Rosenberg conducted early research into virtual and augmented reality at NASA's Ames Research Center and at the Air Force Research Laboratory, developing the Virtual Fixtures platform, one of the first prototype augmented reality systems to enable human subjects to interact with mixed reality of real and virtual objects.[18][22][42][43]

From 2018 to 2020, Rosenberg collaborated with researchers at Stanford University School of Medicine on a National Science Foundation funded study conducted on groups of radiologists, which was published in Nature Digital Medicine on "Human–machine partnership with artificial intelligence for chest radiograph diagnosis", related to the symbiosis of human experts and AI deep learning algorithms.[44][45][4][46] With the help of researchers from the Massachusetts Institute of Technology (MIT), he studied applications of Swarm AI in order to create so-called "hive minds" of financial analysts for equity markets.[47][45]

Rosenberg's research has focused on using AI algorithms modeled on biological swarms to support group decision-making in various fields including forecasting, estimation, and diagnosis.[37][38][8]

Writing edit

Rosenberg studied screenwriting at UCLA School of Theater, Film and Television.[48] In 2009,he wrote the screenplay for the short romantic comedy film Lab Rats directed by Sam Washington. The short won awards at the Moondance International Film Festival and the Ventura Film Festival.[49] He also wrote a feature film screenplay entitled The Manuscript in collaboration with another writer, Joe Rosenbaum, which was sold in 2018 for screen adaptation.[50][51]

Selected publications edit

 
Virtual Fixtures (Medical Concept 1991)
  • Rosenberg, L.B. (1993). "Virtual fixtures: Perceptual tools for telerobotic manipulation". Proceedings of IEEE Virtual Reality Annual International Symposium. Seattle, WA, USA: IEEE. pp. 76–82. doi:10.1109/VRAIS.1993.380795. ISBN 978-0-7803-1363-7. S2CID 9856738.
  • Jackson, Bernie G.; Rosenberg, Louis B. (1995). "Force Feedback and Medical Simulation". Interactive Technology and the New Paradigm for Healthcare: 147–151. doi:10.3233/978-1-60750-862-5-147.
  • Rosenberg, L.B. (2015). "Human Swarms, a real-time method for collective intelligence". 07/20/2015-07/24/2015. York, UK: American Society of Mechanical Engineers. pp. 658–659. doi:10.7551/978-0-262-33027-5-CH117. ISBN 9780262330275. {{cite book}}: |journal= ignored (help)
  • Metcalf, Lynn; Askay, David A.; Rosenberg, Louis B. (August 2019). "Keeping Humans in the Loop: Pooling Knowledge through Artificial Swarm Intelligence to Improve Business Decision Making". California Management Review. 61 (4): 84–109. doi:10.1177/0008125619862256. ISSN 0008-1256. S2CID 202323483.

References edit

  1. ^ Burrows, Peter (October 21, 1996). "Trying To Stick It To Microsoft". Bloomberg. Archived from the original on September 19, 2022.
  2. ^ a b Oxenham, Simon (December 15, 2016). "Why bees could be the secret to superhuman intelligence". BBC.
  3. ^ Collins, Terry (May 30, 2016). "AI startup taps human 'swarm' intelligence to predict winners". CNET.
  4. ^ a b Liu, Fan (September 27, 2018). "Artificial swarm intelligence diagnoses pneumonia better than individual computer or doctor". Stanford Daily.
  5. ^ Eisenberg, Anne (February 25, 1999). "What's Next; Snuggling Up to Touchly-Feely Mouse". The New York Times.
  6. ^ Noer, Michael (September 21, 1998). "Desktop fingerprints". Forbes.
  7. ^ Witt, Toni (March 19, 2022). "XR pioneer calls for metaverse regulation". VentureBeat.
  8. ^ a b c d J.Ryan, Kevin (June 14, 2018). "This Startup Correctly Predicted the Oscars, World Series, and Super Bowl. Here's What It's Doing Next". Inc.
  9. ^ Robinson, Dan (October 4, 2018). "Meet the tech pioneer behind Unanimous AI – who wants to revolutionise healthcare and betting markets".
  10. ^ "Louis B. Rosenberg in the U.S., Public Records Index, 1950-1993, Volume 1". www.ancestry.com. Retrieved November 8, 2022.
  11. ^ Ketchum, Pat (Spring 2007). "Dyslexia To Design: Professor Pioneers New Learning Synergy". Cal Poly Magazine. 11 (1): 24–25. A firm believer in the power of technology to help people learn, he says his career has allowed him to focus on studying human perception, bending the rules, twisting the perspective -and using his personal experiences with dyslexia as a source of insight.
  12. ^ "Louis Rosenberg, PhD 94, MS 93, BS 91 in Mechanical Engineering". Stanford University Alumni.
  13. ^ "Activist". The Tribune. April 27, 2018. pp. A4. Retrieved October 15, 2022.
  14. ^ "VSEL/Telepresence home page". Virtual Space Exploration Lab and related Telepresence projects. March 9, 1994. Retrieved March 26, 2023.
  15. ^ "Force Feedback Joystick | NASA Spinoff". NASA Spinoff. 1997. Retrieved March 26, 2023.
  16. ^ "Louis Rosenberg". IEEE Xplore. Retrieved March 26, 2023.
  17. ^ "Will Augmented Reality Lead the Next Communication Revolution?". BU College of Communication. September 14, 2018. Retrieved March 26, 2023.
  18. ^ a b "Feel Me". Forbes Archives. March 20, 2000.
  19. ^ Baxter, Brian (September 2, 2021). "Immersion Elevates Legal Head to CEO Amid Patent Battles". Bloomberg Law.
  20. ^ "Mousing with Good Vibrations". Wired. August 11, 1990.
  21. ^ Takahashi, Dean (November 20, 1997). "New Mice Let You Shimmy And Shake Across Your Screen". The Wall Street Journal.
  22. ^ a b "Force Feedback Joystick". NASA Spinoff.
  23. ^ "IMMERSION CORP (IMMR) IPO". NASDAQ.com.
  24. ^ "Equity Market Offerings Set For This Week". The New York Times. November 8, 1999 – via NYTimes.com.
  25. ^ "Ftse Russell". FTSE Russell.
  26. ^ a b "Louis Rosenberg". Big Think. Retrieved March 26, 2023.
  27. ^ "Mechanical Engineering Highlights". Cal Poly College of Engineering 2005-2006 Annual Report: 17. 2006. Other new faculty included Bently Endowed Professor Julia Wu and Assistant Professor Lou Rosenberg.
  28. ^ Wilson, Nick (February 18, 2017). . The Tribune. San Luis Obispo, California. Archived from the original on March 4, 2017. Retrieved October 14, 2022.
  29. ^ Rosenberg, Louis (June 21, 2004). "The Design of a Constructivist Learning Experience that uses GPS Technology". ED-MEDIA Worldwide Conference on Educational Multimedia, Hypermedia and Telecommunications Proceedings: Lugano, Switzerland: 4837–4841. NOTE: At the time of publication, the author Louis Rosenberg, was affiliated with Santa Clara University. Currently, January 2008, he is a faculty member of the Department of Graduate Studies in Education in the College of Education at California Polytechnic State University- San Luis Obispo.
  30. ^ "MEʼs Rosenberg honored as one of SLOʼs "Top 20 under 40"". Engineering Advantage: 16. Spring 2007.
  31. ^ "AI-Human "Hive Mind" Diagnoses Pneumonia - IEEE Spectrum". spectrum.ieee.org.
  32. ^ "Unanimous AI launches Swarm, a platform for 'amplifying' business decision-making with AI, in beta". March 5, 2019.
  33. ^ "How 'artificial swarm intelligence' uses people to make better predictions than experts". TechRepublic. January 22, 2016.
  34. ^ "Tech Pioneer Warns Rise Of AI Will Be As Dangerous As Alien Invasion". UNILAD. May 15, 2022.
  35. ^ "AI Weekly: Is AI alien invasion imminent?". May 19, 2022.
  36. ^ Rosenberg, Louis (February 24, 2023). "The profound danger of conversational AI". VentureBeat. Retrieved March 26, 2023.
  37. ^ a b Gent, Edd (May 13, 2020). "How AI can help us harness our 'collective intelligence'". BBC.
  38. ^ a b Purdy, Mark; Ray Eitel-Porter, Ray; Klymenko, Max (April 23, 2020). "How Swarm Intelligence Blends Global and Local Insight". MIT Sloan Management Review.
  39. ^ "How 'artificial swarm intelligence' uses people to make better predictions than experts". Tech Republic. January 22, 2016.
  40. ^ "Artificial Swarm Intelligence and The Power of the Human Element". Cal Poly Business. November 21, 2019.
  41. ^ Cuthbertson, Anthony (January 25, 2016). "Swarm Intelligence: AI Algorithm Predicts the Future". Newsweek.
  42. ^ Makhataeva, Zhanat; Varol, Huseyin Atakan (June 2020). "Augmented Reality for Robotics: A Review (Section: A Brief History of AR)". Robotics. MDPI. 9 (2): 21. doi:10.3390/robotics9020021.
  43. ^ "Will Augmented Reality Lead the Next Communication Revolution?". sites.bu.edu. Center for Mobile Communication Studies. Retrieved October 14, 2022.
  44. ^ Patel, Bhavik N.; Rosenberg, Louis; Willcox, Gregg; Baltaxe, David; Lyons, Mimi; Irvin, Jeremy; Rajpurkar, Pranav; Amrhein, Timothy; Gupta, Rajan; Halabi, Safwan; Langlotz, Curtis; Lo, Edward; Mammarappallil, Joseph; Mariano, A. J.; Riley, Geoffrey; Seekins, Jayne; Shen, Luyao; Zucker, Evan; Lungren, Matthew P. (February 2019). "Human–machine partnership with artificial intelligence for chest radiograph diagnosis". npj Digital Medicine. 2: 111. doi:10.1038/s41746-019-0189-7. PMC 6861262. PMID 31754637.
  45. ^ a b "SBIR Phase I: MedSwarm, an Artificial Intelligence System for Medical Decision Making". National Science Foundation.
  46. ^ Scudellari, Megan (September 13, 2018). "AI-Human "Hive Mind" Diagnoses Pneumonia A small group of doctors moderated by AI algorithms made a more accurate diagnosis than individual physicians or AI alone". IEEE Spectrum.
  47. ^ "Prepare for the power of the swarm! by Hazel Tang, March 8 2021". Artificial Intelligence in Medicine. March 8, 2021.
  48. ^ Messer, Erin C. (April 9, 2014). "Local publisher Outland Pictures' new graphic novel, 'Monkey Room,' explores the collective unconscious". New Times. Retrieved October 14, 2022.
  49. ^ "Dr. Louis B. Rosenberg Bio". Lifeboat Foundation.
  50. ^ Ritman, Alex (February 15, 2018). "Scott Eastwood Joins Thriller 'Manuscript,' Nick Cassavetes to Direct (Exclusive)". The Hollywood Reporter.
  51. ^ "'Paper Trail' grows with SKE". Variety. October 25, 2011.

External links edit

  • New hope for humans in an A.I. world (TEDxKC) on YouTube (video, 15:58 minutes)
  • Patents by Inventor Louis B. Rosenberg
 
Wikimedia Commons has media related to Louis B. Rosenberg.

December 18, 2023
louis, rosenberg, louis, barry, rosenberg, born, 1969, american, engineer, researcher, inventor, entrepreneur, researches, augmented, reality, virtual, reality, artificial, intelligence, cotchett, endowed, professor, educational, technology, california, polyte. Louis Barry Rosenberg born 1969 is an American engineer researcher inventor and entrepreneur 1 He researches augmented reality virtual reality and artificial intelligence He was the Cotchett Endowed Professor of Educational Technology at the California Polytechnic State University San Luis Obispo He founded the Immersion Corporation and Unanimous A I and he wrote the screenplay for the 2009 romantic comedy film Lab Rats Louis Barry RosenbergRosenberg in 2022Alma materStanford UniversityUCLA School of Theater Film and TelevisionChildrenZoe RosenbergScientific careerFieldsArtificial intelligence augmented reality virtual reality haptic technologyInstitutionsCalifornia Polytechnic State University San Luis Obispo Unanimous A I Immersion CorporationThesis Virtual fixtures perceptual overlays enhance operator performance in telepresence tasks 1994 Doctoral advisorLarry John LeiferAs a researcher Rosenberg is known for developing artificial swarm intelligence to amplify the collective intelligence of networked human groups 2014 2023 2 3 4 for his work developing the haptic computer mouse and GUI 1993 1999 5 6 and for his work developing augmented reality at Air Force Research Laboratory 1991 1994 7 8 9 Contents 1 Early life and family 2 Career 3 Research 4 Writing 5 Selected publications 6 References 7 External linksEarly life and family edit nbsp Rosenberg in 1992 developing early Augmented Reality Mixed Reality system US Air Force Virtual Fixtures project Louis Rosenberg was born in 1969 10 His parents purchased his first computer in 1980 and he began writing programs He has said If I spelled things wrong it would give me a syntax error and let me try again that s a helpful feature for someone who is dyslexic 11 Rosenberg earned a B S 1991 M S 1993 and Ph D 1994 in Mechanical Engineering from Stanford University 12 His daughter Zoe Rosenberg is an animal rights activist 13 Career editFrom 1991 to 1994 Rosenberg was a researcher of virtual and augmented reality at Stanford University 14 NASA Ames Research Center 15 and Air Force Research Laboratory formerly Armstrong Laboratory 16 17 In 1993 Rosenberg founded Immersion Corporation and later served as its CEO until 2000 18 19 In 1999 Logitech released the first haptic enabled computer mouse using FEELit technology he developed with other researchers at Immersion Corporation 20 21 22 As CEO he brought the company public on NASDAQ in 1999 and it remains public today trading as IMMR as a part of Russell 2000 component 23 24 25 In 2002 Rosenberg founded Outland Research a company that developed augmented reality technology 26 In 2005 Rosenberg joined the faculty of California Polytechnic State University San Luis Obispo Cal Poly as an assistant professor 27 Later he became the Cotchett Endowed Professor of Educational Technology at Cal Poly 28 29 30 In 2014 Rosenberg founded Unanimous A I on the basis of a novel technology known as Artificial Swarm Intelligence which is based on the decision making abilities of biological swarms and is utilized to enhance the collective intelligence of networked human groups 31 32 33 Rosenberg has been a vocal critic of the potential risks that virtual reality augmented reality and artificial intelligence pose to society in recent years 34 35 As an author he has written about these technologies for VentureBeat 36 and Big Think 26 Research editIn 2014 Rosenberg started research in a relatively new sub field of AI now known as artificial swarm intelligence swarm AI in short that aims to amplify the intelligence of human groups using AI algorithms modeled on biological swarms 8 37 38 39 40 In 2014 he founded Unanimous A I an artificial intelligence company 2 41 He has served as the company s CEO since the company was founded 8 Rosenberg conducted early research into virtual and augmented reality at NASA s Ames Research Center and at the Air Force Research Laboratory developing the Virtual Fixtures platform one of the first prototype augmented reality systems to enable human subjects to interact with mixed reality of real and virtual objects 18 22 42 43 From 2018 to 2020 Rosenberg collaborated with researchers at Stanford University School of Medicine on a National Science Foundation funded study conducted on groups of radiologists which was published in Nature Digital Medicine on Human machine partnership with artificial intelligence for chest radiograph diagnosis related to the symbiosis of human experts and AI deep learning algorithms 44 45 4 46 With the help of researchers from the Massachusetts Institute of Technology MIT he studied applications of Swarm AI in order to create so called hive minds of financial analysts for equity markets 47 45 Rosenberg s research has focused on using AI algorithms modeled on biological swarms to support group decision making in various fields including forecasting estimation and diagnosis 37 38 8 Writing editRosenberg studied screenwriting at UCLA School of Theater Film and Television 48 In 2009 he wrote the screenplay for the short romantic comedy film Lab Rats directed by Sam Washington The short won awards at the Moondance International Film Festival and the Ventura Film Festival 49 He also wrote a feature film screenplay entitled The Manuscript in collaboration with another writer Joe Rosenbaum which was sold in 2018 for screen adaptation 50 51 Selected publications edit nbsp Virtual Fixtures Medical Concept 1991 Rosenberg L B 1993 Virtual fixtures Perceptual tools for telerobotic manipulation Proceedings of IEEE Virtual Reality Annual International Symposium Seattle WA USA IEEE pp 76 82 doi 10 1109 VRAIS 1993 380795 ISBN 978 0 7803 1363 7 S2CID 9856738 Jackson Bernie G Rosenberg Louis B 1995 Force Feedback and Medical Simulation Interactive Technology and the New Paradigm for Healthcare 147 151 doi 10 3233 978 1 60750 862 5 147 Rosenberg L B 2015 Human Swarms a real time method for collective intelligence 07 20 2015 07 24 2015 York UK American Society of Mechanical Engineers pp 658 659 doi 10 7551 978 0 262 33027 5 CH117 ISBN 9780262330275 a href Template Cite book html title Template Cite book cite book a journal ignored help Metcalf Lynn Askay David A Rosenberg Louis B August 2019 Keeping Humans in the Loop Pooling Knowledge through Artificial Swarm Intelligence to Improve Business Decision Making California Management Review 61 4 84 109 doi 10 1177 0008125619862256 ISSN 0008 1256 S2CID 202323483 References edit Burrows Peter October 21 1996 Trying To Stick It To Microsoft Bloomberg Archived from the original on September 19 2022 a b Oxenham Simon December 15 2016 Why bees could be the secret to superhuman intelligence BBC Collins Terry May 30 2016 AI startup taps human swarm intelligence to predict winners CNET a b Liu Fan September 27 2018 Artificial swarm intelligence diagnoses pneumonia better than individual computer or doctor Stanford Daily Eisenberg Anne February 25 1999 What s Next Snuggling Up to Touchly Feely Mouse The New York Times Noer Michael September 21 1998 Desktop fingerprints Forbes Witt Toni March 19 2022 XR pioneer calls for metaverse regulation VentureBeat a b c d J Ryan Kevin June 14 2018 This Startup Correctly Predicted the Oscars World Series and Super Bowl Here s What It s Doing Next Inc Robinson Dan October 4 2018 Meet the tech pioneer behind Unanimous AI who wants to revolutionise healthcare and betting markets Louis B Rosenberg in the U S Public Records Index 1950 1993 Volume 1 www ancestry com Retrieved November 8 2022 Ketchum Pat Spring 2007 Dyslexia To Design Professor Pioneers New Learning Synergy Cal Poly Magazine 11 1 24 25 A firm believer in the power of technology to help people learn he says his career has allowed him to focus on studying human perception bending the rules twisting the perspective and using his personal experiences with dyslexia as a source of insight Louis Rosenberg PhD 94 MS 93 BS 91 in Mechanical Engineering Stanford University Alumni Activist The Tribune April 27 2018 pp A4 Retrieved October 15 2022 VSEL Telepresence home page Virtual Space Exploration Lab and related Telepresence projects March 9 1994 Retrieved March 26 2023 Force Feedback Joystick NASA Spinoff NASA Spinoff 1997 Retrieved March 26 2023 Louis Rosenberg IEEE Xplore Retrieved March 26 2023 Will Augmented Reality Lead the Next Communication Revolution BU College of Communication September 14 2018 Retrieved March 26 2023 a b Feel Me Forbes Archives March 20 2000 Baxter Brian September 2 2021 Immersion Elevates Legal Head to CEO Amid Patent Battles Bloomberg Law Mousing with Good Vibrations Wired August 11 1990 Takahashi Dean November 20 1997 New Mice Let You Shimmy And Shake Across Your Screen The Wall Street Journal a b Force Feedback Joystick NASA Spinoff IMMERSION CORP IMMR IPO NASDAQ com Equity Market Offerings Set For This Week The New York Times November 8 1999 via NYTimes com Ftse Russell FTSE Russell a b Louis Rosenberg Big Think Retrieved March 26 2023 Mechanical Engineering Highlights Cal Poly College of Engineering 2005 2006 Annual Report 17 2006 Other new faculty included Bently Endowed Professor Julia Wu and Assistant Professor Lou Rosenberg Wilson Nick February 18 2017 San Luis Obispo firm uses bees as inspiration for predicting outcomes The Tribune San Luis Obispo California Archived from the original on March 4 2017 Retrieved October 14 2022 Rosenberg Louis June 21 2004 The Design of a Constructivist Learning Experience that uses GPS Technology ED MEDIA Worldwide Conference on Educational Multimedia Hypermedia and Telecommunications Proceedings Lugano Switzerland 4837 4841 NOTE At the time of publication the author Louis Rosenberg was affiliated with Santa Clara University Currently January 2008 he is a faculty member of the Department of Graduate Studies in Education in the College of Education at California Polytechnic State University San Luis Obispo MEʼs Rosenberg honored as one of SLOʼs Top 20 under 40 Engineering Advantage 16 Spring 2007 AI Human Hive Mind Diagnoses Pneumonia IEEE Spectrum spectrum ieee org Unanimous AI launches Swarm a platform for amplifying business decision making with AI in beta March 5 2019 How artificial swarm intelligence uses people to make better predictions than experts TechRepublic January 22 2016 Tech Pioneer Warns Rise Of AI Will Be As Dangerous As Alien Invasion UNILAD May 15 2022 AI Weekly Is AI alien invasion imminent May 19 2022 Rosenberg Louis February 24 2023 The profound danger of conversational AI VentureBeat Retrieved March 26 2023 a b Gent Edd May 13 2020 How AI can help us harness our collective intelligence BBC a b Purdy Mark Ray Eitel Porter Ray Klymenko Max April 23 2020 How Swarm Intelligence Blends Global and Local Insight MIT Sloan Management Review How artificial swarm intelligence uses people to make better predictions than experts Tech Republic January 22 2016 Artificial Swarm Intelligence and The Power of the Human Element Cal Poly Business November 21 2019 Cuthbertson Anthony January 25 2016 Swarm Intelligence AI Algorithm Predicts the Future Newsweek Makhataeva Zhanat Varol Huseyin Atakan June 2020 Augmented Reality for Robotics A Review Section A Brief History of AR Robotics MDPI 9 2 21 doi 10 3390 robotics9020021 Will Augmented Reality Lead the Next Communication Revolution sites bu edu Center for Mobile Communication Studies Retrieved October 14 2022 Patel Bhavik N Rosenberg Louis Willcox Gregg Baltaxe David Lyons Mimi Irvin Jeremy Rajpurkar Pranav Amrhein Timothy Gupta Rajan Halabi Safwan Langlotz Curtis Lo Edward Mammarappallil Joseph Mariano A J Riley Geoffrey Seekins Jayne Shen Luyao Zucker Evan Lungren Matthew P February 2019 Human machine partnership with artificial intelligence for chest radiograph diagnosis npj Digital Medicine 2 111 doi 10 1038 s41746 019 0189 7 PMC 6861262 PMID 31754637 a b SBIR Phase I MedSwarm an Artificial Intelligence System for Medical Decision Making National Science Foundation Scudellari Megan September 13 2018 AI Human Hive Mind Diagnoses Pneumonia A small group of doctors moderated by AI algorithms made a more accurate diagnosis than individual physicians or AI alone IEEE Spectrum Prepare for the power of the swarm by Hazel Tang March 8 2021 Artificial Intelligence in Medicine March 8 2021 Messer Erin C April 9 2014 Local publisher Outland Pictures new graphic novel Monkey Room explores the collective unconscious New Times Retrieved October 14 2022 Dr Louis B Rosenberg Bio Lifeboat Foundation Ritman Alex February 15 2018 Scott Eastwood Joins Thriller Manuscript Nick Cassavetes to Direct Exclusive The Hollywood Reporter Paper Trail grows with SKE Variety October 25 2011 External links editNew hope for humans in an A I world TEDxKC on YouTube video 15 58 minutes Patents by Inventor Louis B Rosenberg nbsp Wikimedia Commons has media related to Louis B Rosenberg Retrieved from https en wikipedia org w index php title Louis B Rosenberg amp oldid 1185307418, wikipedia, wiki, book, books, library,

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