Karen Hao | Covering AI and Ethics Washing in the Tech Industry

Karen Hao | Covering AI and Ethics Washing in the Tech Industry

Karen Hao trained as a mechanical engineer and then joined a Silicon Valley startup, thinking that technology was the best means to create social change. While surrounded by smart people who were also passionate about using technology for social change, she soon discovered there were no incentives or pathways to accomplish this. “When you're inside a technology company and you're thinking this is going to help change the world, you're often blind to unattended consequences of your work,” she says.

She decided to transition to a career in journalism where she could create social change by raising awareness about social impacts of technologies like AI, and how big tech companies engage in “ethics washing” to protect their profits. She is intrigued by the way that incentives shape the work that is done at a systemic level. She says every tech giant suffers from issues at the systemic level where there are people who deeply care about ethics within the organization, but it doesn't mean the company is willing to change the way their profitable technologies work. And employees are disincentivized to do this work because they could be fired.

A high-profile example was the ethical AI team at Google was doing great work critiquing some of Google’s practices and tried to get the paper published. Google refused to let them publish it, censored their research and then fired both of the team leads. It later came out that this was just one instance of academic censorship, but Google had told many other researchers to strike a positive tone when talking about technology being developed by Google.

For her article, How Facebook Got Addicted to Spreading Misinformation, she did a nine-month investigation into Facebook's responsible AI team that was supposed to be understanding and mitigating the unintended consequences of Facebook's algorithms. She found the team was focused on specific unintended consequences that are good for Facebook's growth like AI bias. It completely ignored the most important harms of Facebook's algorithms—misinformation, amplification, polarization, exacerbation, especially in the wake of the January 6 capital riots—because addressing them would undermine Facebook's growth. There have been times when Facebook was not only ignoring or negligent of the issues that its algorithms might be causing, but also purposely undermining some of the efforts to try and fix it because of this tension with the company's growth.

She was glad to see policymakers cite her article at a recent congressional hearing, and hopes Congress has the political will to regulate companies like Facebook. She says it’s also important for every new generation of Facebook employees to become educated about these issues so they will hold the company accountable. She thinks AI research has shifted a bit over the last five years to be more focused on taking responsibility for societal impacts and part of that evolution is being driven by people on the inside who raised awareness and advocated for change.

One of Karen’s inspirations to go into journalism was Rachel Carson's book Silent Spring that sparked a widespread environmental movement. She strives to write stories that activate that same level of change, transforming both the cultural discussions and policy around important issues.

RELATED LINKS
Connect with Karen Hao on LinkedIN and Twitter
Find out more about Karen on her website
Find out more about MIT Technology Review
Connect with Margot Gerritsen on Twitter (@margootjeg) and LinkedIn
Find out more about Margot on her Stanford Profile

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(59)

The Future of AI Agents and the Power of Community

The Future of AI Agents and the Power of Community

HighlightsGoogle’s new Agent Development Kit (ADK) (3:16)Getting production agents ready (8:33)Taking risks in career (11:10)Balancing life (13:22)How being a WiDS Ambassador impacted Shir’s career (1...

17 Syys 202525min

Navigating Career Transitions: From Academia to Product Management with Sohini Sakhar

Navigating Career Transitions: From Academia to Product Management with Sohini Sakhar

HighlightsTime at Mathworks (17:27)Being a team leader (18:52)Staying in touch with the technical side (20:04)Advice (27:07)BioSohini Sarkar is a Principal Product Manager and a Senior Team Lead at Ma...

26 Helmi 202529min

Predicting Responsibly: Claudia Perlich on AI, Bias, and the Art of Data Science

Predicting Responsibly: Claudia Perlich on AI, Bias, and the Art of Data Science

Predictive Modeling (4:15) Human judgement and processes (14:06)Imperfection in models (21:40)BioClaudia Perlich is Managing Director and Head of Strategic Data Science for Investment Management at Tw...

16 Tammi 202546min

Navigating Curiosity to Leadership in Tech

Navigating Curiosity to Leadership in Tech

HighlightsVulnerability and honesty in leadership (12:07)Finding leaders who are willing to take risks on talent (13:48)BioMaritza is an engineering manager at Klaviyo, where she leads a team focused ...

18 Joulu 202415min

From Graphs to Growth: Mentorship, Math, and the Power of Algorithms

From Graphs to Growth: Mentorship, Math, and the Power of Algorithms

Math and Computer Science (2:51)Graph Alignment (20:38) BioHuda Nassar is a senior computer scientist at RelationalAI working on building the graph algorithms library offered as part of RelationalAI's...

17 Loka 202436min

Beyond Borders: Elevating Women in Data Science and Leadership

Beyond Borders: Elevating Women in Data Science and Leadership

Language as the access to different cultures (2:09)Career journey (8:23)People first in leadership style (23:19)BioHannah Pham is a seasoned data leader with experience building and scaling data teams...

18 Syys 202436min

From Internship to Impact: A Data Scientist’s Journey

From Internship to Impact: A Data Scientist’s Journey

Sydney Hazen, a Privacy Data Scientist at Ford, shares her journey from a college intern to a full-time role. She highlights how internships can lead to job offers and the importance of real-world exp...

19 Heinä 202428min

The Power of Linguistics in Large Language Models and AI

The Power of Linguistics in Large Language Models and AI

HighlightsLLMs (1:46)AI systems (3:25)The need for humanness in AI (20:17)Transitioning to independent consultant (28:31)BioKarin Golde, is the Founder of West Valley AI. She helps businesses and tech...

19 Huhti 202442min

Suosittua kategoriassa Koulutus

rss-murhan-anatomia
aamukahvilla
psykopodiaa-podcast
psykologia
adhd-podi
voi-hyvin-meditaatiot-2
ilona-rauhala
koulu-podcast-2
rss-liian-kuuma-peruna
rss-hereilla
rss-luonnollinen-synnytys-podcast
ihminen-tavattavissa-tommy-hellsten-instituutti
rss-narsisti
kesken
rss-vapaudu-voimaasi
rss-duodecim-lehti
rss-koira-haudattuna
rss-valo-minussa-2
rss-niinku-asia-on
aloita-meditaatio