Category: Uncategorized
The Mythical False Narrative Of Data-Driven Analysis
As companies confront biased or uncomfortable outcomes from their data-driven analyses, they increasingly seek to manually intervene, overriding their data-driven…
Dynamic Sampling Of Video To Imagery For Deep Learning
Dynamic sampling can help optimize the conversion of videos into sampled still image sequences for optimized analysis and even non-consumptive…
Using Machine Learning To Move Fact Checking From Articles To Claims
Could natural language processing help transform the way in which fact checking results are applied, flagging the individual sentences within…
Is There Such A Thing As Objective Truth In Data Or Is It All In The Eye Of The Beholder?
As data science increasingly reinserts human judgement over algorithmic purity and as the digital ecosystem reverses from its brief objective…
FiveThirtyEight: Which Democratic Presidential Candidate Was Mentioned Most In The News Last Week?
FiveThirtyEight's latest weekly roundup of the 2020 Democratic race. Read The Full Article.
For Mobile Users Ad-Supported 'Free' Sites Cost Them Real Money
We think of today’s ad-supported Web as “free” in which we barter our privacy in exchange for access to valuable…
What If Web Browsers Told Us How Much The 'Free' Web Was Costing Us?
What might it look like if our browsers and mobile devices actually tallied the privacy and monetary cost of online…
Why Don't We Have Online Fitness Trackers For Our Web Usage?
Would the equivalent of online fitness trackers help reshape how we think about the “free” Web? Read The Full Article.
We Must Recognize Just How Brittle And Unpredictable Today's Correlative Deep Learning AI Is
For AI to succeed companies must learn to distinguish hype from reality and understand the ways in which AI’s brittleness…
As AI Comes For Management Perhaps We Should Look Forward To Machines Taking Our Jobs
From hiring to performance reviews to real-time monitoring, the data-driven workplace is here to stay, driven in large part by…
Using AI To Analyze Video As Imagery: The Impact Of Sampling Rate
Sampling video into sequences of still imagery to analyze using deep learning can save storage and computational costs and creates…
Will Hypersonic Weapons Finally Push Us Towards AI-Powered Missile Defense?
The rise of hypersonic weapons, with just minutes between launch and impact, may be the development that pushes countries to…
Automated Speech Recognition Yields More Consistent Results Than Human Captioning
Instead of comparing machines against an idealized benchmark that simply doesn’t exist, we should recognize that machines are increasingly reaching…
We Must Stop Comparing Deep Learning's Real Accuracy To Nonexistent Human Perfection
If we really wish to understand the usability of AI today we should be comparing it against the human workflows…
Could Automated Claim Extraction And Tracking Combat Digital Falsehoods?
One of the greatest challenges facing fact checkers today is that humans are simply no match for real-time tsunami of…
Combatting Digital Falsehoods Through Coverage Maps
An intriguing approach to combating digital falsehoods is the creation of coverage maps that capture where a claim first appeared,…
Social Media Killed Our Offline Privacy Too
Social media has led to the loss of privacy in the offline world, as historical norms around privacy and respect…
We Must Recognize That A Lot Of Data Science Comes From Teams Not Individuals
What will it take for the public and press to begin seeing data science as the teamwork it typically is?…
Social Versus News Media And Detecting The Present Versus Forecasting The Future
Social media monitoring represents detection rather than forecasting, but more sophisticated analysis of news content opens the door to true…
Editorialized Language Imperils Trust in Fact-Checking
When it comes to improving fact-checking, most of the focus tends to be on how fact checkers select the claims…
Targeted Ads Reinforce Bias By Seeing Only A Slice Of Our Lives
Can targeted advertising ever be minimally biased or does its very existence reinforce the harmful stereotypes that damage society? Read…
As Deep Learning Comes For Medicine How Do We Work Around Its Brittleness?
As hospitals undergo the same AI revolution affecting other fields, the dangers of AI bias and errors and life-or-death consequences…
Is It Time To Regulate Biased And Harmful Stereotypes In Social Media Ads?
Based on narrow slices of our lives and faulty data that can be upwards of three-quarters wrong, the ads that…
Facebook's Content Moderators As Modern Coal Miners
Our modern-day coal miners are unfortunately doomed to work themselves into early deaths until the coming AI revolution can replace…