India's largest platform and marketplace for AI & Analytics leaders & professionals

Sign in

India's largest platform and marketplace for AI & Analytics leaders & professionals

3AI Digital Library

Give AI a ‘positive’ spin: Google tells its scientists

3AI January 19, 2021

Google has reportedly been telling its scientists to give AI a “positive” spin in research papers.

Documents obtained by Reuters suggest that, in at least three cases, Google’s researchers were requested to refrain from being critical of AI technology.

A “sensitive topics” review was established by Google earlier this year to catch papers which cast a negative light on AI ahead of their publication.

Google asks its scientists to consult with legal, policy, and public relations teams prior to publishing anything on topics which could be deemed sensitive like sentiment analysis and categorisations of people based on race and/or political affiliation.

The new review means that papers from Google’s expert researchers which raise questions about AI developments may never be published. Reuters says four staff researchers believe Google is interfering with studies into potential technology harms.

Google recently faced scrutiny after firing leading AI ethics researcher Timnit Gebru.

Gebru is considered a pioneer in the field and researched the risks and inequalities found in large language models. She claims to have been fired by Google over an unpublished paper and sending an email critical of the company’s practices.

In an internal email countering Gebru’s claims, Head of Google Research Jeff Dean wrote:

“We’ve approved dozens of papers that Timnit and/or the other Googlers have authored and then published, but as you know, papers often require changes during the internal review process (or are even deemed unsuitable for submission). 

Unfortunately, this particular paper was only shared with a day’s notice before its deadline — we require two weeks for this sort of review — and then instead of awaiting reviewer feedback, it was approved for submission and submitted.

A cross-functional team then reviewed the paper as part of our regular process and the authors were informed that it didn’t meet our bar for publication and were given feedback about why.”

While it’s one word against another, it’s not a great look for Google.

“Advances in technology and the growing complexity of our external environment are increasingly leading to situations where seemingly inoffensive projects raise ethical, reputational, regulatory or legal issues,” Reuters reported one of Google’s documents as saying.

On its public-facing website, Google says that its scientists have “substantial” freedom—but that’s increasingly appearing like it’s not the case.

Picture from freepik.com

    3AI Trending Articles

  • Generating powerful learning experiences!

    Featured Article: Author: Amita Mirajkar, EXL As technology permeates every aspect of our lives, the education sector stands on the verge of a transformative change, courtesy Generative AI. Last few months, we have seen a surge of concern across institutions of higher learning as Generative AI programs, such as ChatGPT, gain popularity. According to MarketResearch, Generative […]

  • Future Proofing GCCs

    For a while now, India has been driving back-office functions for some of the large enterprises across the world. However, over the past few years, it has taken giant strides towards becoming the innovation hub of the world, by adding strategic value to multi-billion-dollar businesses from around the world, through Global Capability Centres (GCCs) based […]

  • Data for AI -Optimizing AI Governance and Implementing Key Performance Indicators for Success

    Featured Article Author: Prabhu Chandrasekharan Artificial Intelligence (AI) is revolutionizing industries by driving automation, optimization, and innovation. As AI systems become more complex, establishing robust governance frameworks focused on ‘Data for AI’ is essential. This ensures data quality, security, and neutrality, leading to reliable AI outcomes. Effective AI governance hinges on several Key Performance Indicators […]

  • How AI is supercharging Metaverse

    Featured Article: Author: Dr. Anish Agarwal, Global Head of Analytics, Dr. Reddy’s Laboratories The Metaverse is one of the most significant rising technologies right now. Some will say you have to travel in time to know about it. But the metaverse has given a huge platform to people to hypothetically get into the imaginary world. […]