Monday, February 26, 2024

g-f(2)2016 Codeless AI Builders - Unlocking Innovation for the Rest of Us

 


genioux Fact post by Fernando Machuca and Claude


Introduction


The article "Putting AI into the hands of people with problems to solve" discusses Pienso, an AI builder platform founded by MIT alumni that enables domain experts to create customized AI solutions for problems like misinformation or supply chain analysis without coding.



genioux GK Nugget


"Democratizing AI means putting the power to build transformative models directly into the hands of those who understand the data and problems best, unbound by technical constraints." — Fernando Machuca and Claude



genioux Foundational Fact


Originated from an MIT course project on content moderation AI, Pienso allows subject matter experts to visually construct models tuned to their needs and data in minutes, saving companies like SkyUK millions while advancing public health goals.



Top 10 genioux Facts




  1. Pienso emerged from two MIT students creating AI to combat cyberbullying, leading them to realize domain expertise trumps coding ability.
  2. The intuitive interface allows creating advanced natural language and deep learning models through a simple point-and-click web app.
  3. By enabling custom models without coding, Pienso captured the supply chain insights that strengthened COVID-19 drug availability.
  4. Models constructed through Pienso by customer service reps analyze millions of inquiries, saving SkyUK £7 million annually.
  5. Partnership with GraphCore will cut latency to keep Pienso models fast and responsive for interactive use cases.
  6. Founders credit MIT's interdisciplinary culture and startup ecosystem for influencing Pienso's accessibility mission.
  7. The platform offers enterprises needed data control alternatives to relying on external AI giant's restrictive services.
  8. Pienso enables purpose-built models harnessing niche expert intuition unavailable in generalized AI offerings.
  9. Constructing an orchestra of tailored models orchestrated for specialized tasks allows superior solutions.
  10. By empowering those closest to the problems, Pienso makes achieving AI's promise more equitable and achievable.




Conclusion


For AI to further progress responsibly, Pienso realizes the vision of enabling those with the deepest understanding to create solutions without technical barriers. The power lies with the practitioners.



REFERENCE

The g-f GK Article


Zach Winn, Putting AI into the hands of people with problems to solve, February 26, 2024.



Zach Winn


Zach Winn is a writer for MIT News, where he covers topics related to entrepreneurship⁴. He has written articles on a wide range of subjects, including artificial intelligence, technology startups, and innovative research projects¹². Some of his recent articles include "Safer skies with self-flying helicopters" and "Putting AI into the hands of people with problems to solve"¹². His work provides insights into the latest developments in technology and entrepreneurship, often highlighting the achievements of MIT alumni and researchers¹².


Source: Conversation with Bing, 2/26/2024

(1) Articles by Zach Winn | MIT Technology Review. https://www.technologyreview.com/author/zach-winn/.

(2) Safer skies with self-flying helicopters - MIT News. https://news.mit.edu/2024/safer-skies-self-flying-helicopters-rotor-technologies-0209.

(3) Putting AI into the hands of people with problems to solve | MIT News .... https://news.mit.edu/2024/pienso-putting-user-friendly-ai-problem-solving-0226.

(4) Unleashing the potential of the mind | MIT News | Massachusetts .... https://news.mit.edu/2021/pison-control-0214.





Copilot's Summary


The article "Putting AI into the hands of people with problems to solve" from MIT News discusses the work of Pienso, an alumni-founded company that has developed a user-friendly AI builder¹. The tool allows domain experts to build AI solutions without writing any code¹.


The founders, Karthik Dinakar and Birago Jones, both alumni of MIT, initially worked on a project to build a tool that would help content moderation teams at companies like Twitter and YouTube¹. The project generated a lot of excitement and was even demonstrated at a cyberbullying summit at the White House¹.


However, they realized that the people building these models should not just be machine-learning engineers, but those who best understand their data¹. This insight led them to develop point-and-click tools that allow nonexperts to build machine-learning models¹.


Today, Pienso is helping people build large language models for detecting misinformation, human trafficking, weapons sales, and more, without writing any code¹. The founders believe that empowering domain experts, which is different from democratizing AI, is the best path forward¹.


Source: Conversation with Bing, 2/26/2024

(1) Putting AI into the hands of people with problems to solve | MIT News .... https://news.mit.edu/2024/pienso-putting-user-friendly-ai-problem-solving-0226.

(2) AI accelerates problem-solving in complex scenarios - MIT News. https://news.mit.edu/2023/ai-accelerates-problem-solving-complex-scenarios-1205.

(3) People are worried that AI will take everyone ... - MIT Technology Review. https://www.technologyreview.com/2024/01/27/1087041/technological-unemployment-elon-musk-jobs-ai/.



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Categorization


This genioux Fact post is classified as Bombshell Knowledge which means: The game-changer that reshapes your perspective, leaving you exclaiming, "Wow, I had no idea!"



Type: Bombshell Knowledge, Free Speech


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References


genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)2016, Fernando Machuca and ClaudeFebruary 26, 2024, Genioux.com Corporation.
 
The genioux facts program has established a robust foundation of over 2015 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)2015].



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