Blogs -“Algorithms are not biased; data is biased” – MWC 2019

“Algorithms are not biased; data is biased” – MWC 2019


March 07, 2019

author

Beth Kindig

Lead Tech Analyst

Last week at MWC in Barcelona, the session panels focused on the hottest topics in mobile, such as 5G, artificial intelligence and blockchain. The more controversial panels discussed the bias found in data, and how that data goes onto inform algorithms, which results in unethical conclusions. Speakers and panelists pointed out the racial bias in prison sentencing, gender bias in mortgage loans, financial institutions, age-related bias that occurs during job recruitment, and pre-existing conditions in health care coverage.

Danny Guillory, the head of global diversity and inclusion at AutoDesk told Fortune Magazine that by running a search for a professional social network for social engineers, the results were primarily Caucasian men. Guillory pointed out that when you engage or ask for more results, the AI delivers candidates with similar attributes – more Caucasian men. Another example of AI bias is the notorious Microsoft’s Tay AI, when released on Twitter back in March of 2016, the AI quickly became misogynist and racist on social media within a staggering 24 hours.

AI may seem like an auxiliary technology to how we live our daily lives today, however, it will soon be the primary driver across the tech industry. PricewaterhouseCoopers estimates the world economy will reach an additional 15.7 trillion in value by 2030 due to artificial intelligence. To put this into perspective, the top 5 technology companies today have a combined value of about $4 trillion, which includes Apple, Amazon, Microsoft, Google and Facebook. The annual global technology spend is similar – about $3 trillion. Over the next decade, AI will drive a market 5x the size of tech’s current global spend.

Although this growth is exciting on many levels, the panelists at MWC 2019 voiced concerns about the handling of inherent biases that comes from data, as clearly discrimination by age, race, gender, education or other factors within audience segmentation is counterproductive to the advancement of society that AI promises.

My newsletter subscribers get this information first. Sign up here.

AI algorithms are responsible for making consequential decisions and are trained to find lookalikes or other markers to learn patterns. Some argue that the bias occurs when the computer system reflects the humans who designed it. Proven downsides to artificial intelligence have surfaced in recent years, for instance with fake news allegedly influenced the 2016 Presidential election. These accusations are proof that we have run out of time in addressing these concerns, especially as we near the precipice of a much larger, multi-trillion-dollar AI market.

Provided there is more diversity within the field of artificial intelligence, many of the panelists asked who should regulate the infractions of algorithmic bias – governments or markets? Many felt there should be an international community to establish guidelines for AI. But even then, will the lower classes be invited or what level of inclusivity will an international community realistically provide for, as the world’s most vulnerable and marginalized people are unlikely to be represented. In this way, AI could further the gap between lower class and upper class along socioeconomic lines, if it hasn’t done so already as AI is currently in use by the largest financial funds in capital markets.

The unanimous solution among the panelists and speakers was to broaden the conversation and not limit artificial intelligence jobs only to technical experts. “Requiring someone to know Python in order to work with AI is not democratizing AI,” one panelist pointed out. Along these lines, a more human centric approach is necessary.

Gains of up to 403% from our Free Newsletter.

Here are sample stock gains from the I/O Fund’s newsletter --- produced weekly and all for free!

+344% on Nvidia

+403% on Bitcoin

+218% on Roku

*as of March 15, 2022

Our newsletter provides an edge in the world’s most valuable industry – technology. Due to the enormous gains from this particular industry, we think it’s essential that every stock investor have a credible source who specializes in tech. Subscribe for Free Weekly Analysis on the Best Tech Stocks.

If you are a more serious investor, we have a premium service that offers lower entries and real-time trade alerts. Sample returns on the premium site include 324% on Zoom, 601% on Nvidia, 445% on Bitcoin, and 4-digits on an alt-coin. The I/O Fund is audited annually to prove it’s one of the best performing Funds on the market with returns that beat Wall Street funds. 

beth

More To Explore

Newsletter

Where the Market is Headed Next

Where the Market is Headed Next

When the market was selling tech last year, the I/O Fund was buying AI leaders. For example, from September 2021 through January of 2023, we initiated 9 buy alerts for NVDA below $210. The last two al

June 08, 2023
https://images.prismic.io/bethtechnology/edb6f4db-e193-45b5-83f3-7524f57e66f7_Apple+Bets+On+The+Emerging+Markets+Growth+Story.jpg?auto=compress,format

Apple Bets On The Emerging Markets Growth Story

The smartphone market continues to be hit hard in q1, with prices down 20% and shipments down 13%, according to Canalys. Despite double digit decline across the industry, Apple delivered marginal grow

June 05, 2023
Nvidia Will "Still" Surpass Apple's Valuation

Nvidia Will “Still” Surpass Apple’s Valuation

My coverage on Nvidia as an AI leader began in 2018 (yes, really – five years ago). Since then, I’ve covered the AI microtrend for this specific stock 27 times on my research site, which is the equiva

May 29, 2023
FAAMG Stocks Trading At Precarious Valuations

FAAMG Stocks Trading At Precarious Valuations

The mega-cap stocks that are known as FAAMG reported earnings recently. These names are driving the market higher, especially Microsoft and Apple. In fact, the percentage of Microsoft and Apple’s comb

May 15, 2023
Apple PC Screen

Apple’s Stock In Focus: More Profitable Than Banks

Investors looking for the “next big thing” will point toward companies like Stripe, Sofi or Square as the leading fintech stocks. Meanwhile, the next big thing to disrupt the financial sector may be s

May 04, 2023
Netflix Remote Control

This Stock Price For Netflix Is A “Buy” For 2023

In April of 2022, Netflix surprised the markets by reporting its first subscriber loss in nearly 10 years. The stock tumbled 35% the following day, as investors panicked. Famed hedge fund manager, Bil

May 03, 2023
Where the I/O Fund Holds Cash When Banks Keeps Failing

Where the I/O Fund Holds Cash When Banks Keeps Failing

Amidst the growing skepticism in our banking sector, we thought it would be helpful to introduce an alternative way to both protect and diversify one’s assets. The information below discusses a method

April 20, 2023
Tesla Building

Tesla Stock: What You Need To Know About Q1 Earnings

Two months ago, we wrote that after realizing gains of 31%, it was time to take a time out on Tesla at the $208.31 price when our firm stated: “Right now, our technical analysis is at odds with our fu

April 16, 2023
Bitcoin Vs Banks: Here's Where the Price Goes Next

Bitcoin Vs Banks: Here's Where the Price Goes Next

The recent decoupling of Bitcoin from equities, we believe, is the start of a new uptrend that appears to be inversely correlated to the financial sector. The financial media would have us believe tha

April 05, 2023
Official Press Release: I/O Fund's Cumulative Returns Double the Nasdaq Following a Tough 2022

Official Press Release: I/O Fund’s Cumulative Returns Double the Nasdaq Following a Tough 2022

Actively managed portfolio and research site announces its largest cumulative lead over institutional all-tech portfolios. The I/O Fund defies a challenging market, outperforming peers and providing i

March 30, 2023
newsletter

Sign up for Analysis on
the Best Tech Stocks

https://bethtechnology.cdn.prismic.io/bethtechnology/e0a8f1ff-95b9-432c-a819-369b491ce051_Logo_Final_Transparent_IOFUND.svg
The I/O Fund specializes in tech growth stocks and offers in-depth research for Premium Members. Investors get access to a transparent portfolio of 30 positions, a private forum, webinars, and real-time trade notifications. Sign up for Premium.

We are on social networks


Copyright © 2010 - 2023
Get Free Weekly Analysis on the Best Tech Stocks