Award Winning Blog

Showing posts with label artificial intelligence. Show all posts
Showing posts with label artificial intelligence. Show all posts

Tuesday, August 1, 2023

Lessons in Humble Pie

As a parent, college educator, husband, middle child, retiree, etc. I have had my share of humble pie.  It's calorie free and oh so dislodging. Like everyone, I deserve comeuppances and getting knocked down a few notches.

But (of course, a but was coming) . . . today marks a high or low point in my diet.

I just completed a draft of my first law review manuscript after having retired from Penn State.  I intend on continuing to make contributions to the academic literature and recently received the honorific title of Academy Professor, in recognition of my ongoing work.  This 15,000 word manuscript took six months to prepare, and some of the comprehensive footnotes required hours of research, writing, and editing.  

I am proud of the work.  Imagine my surprise when not more than 20 minutes transpired before I received my first rejection.

The law review submission process involves the use of a monopoly platform intermediary that handles the formatting and online delivery of manuscripts to editors of law reviews.  Unlike in other disciplines, law review authors submit the same work to multiple prospective publishers.  Younger, ambitious law professors strategize how to get an offer from the best possible publisher.  The intermediary platform operator, known as Scholastica, encourages the maximum number of submissions and offers to notify editors when authors seek expedited consideration, because they have an offer in hand and hope to secure one from a more prestigious journal.

This automated process saves time, but requires payment for each delivery.  I took great pains to draft a compelling abstract and the all important "pitch letter." How disappointing to receive a rejection in less time that it would have taken to read the abstract and pitch letter.  Adding insult to injury, and humble pie volume, the rejecting journal had previously published one of my articles.

Are law review editors relying on artificial intelligence to process and make a judgment about manuscripts?  Could the rejecting journal management, with or without computerized help, make a publication decision based on the title of the manuscript?  Maybe.

In any event, as I increasingly fade away, I at least can feel proud that I have a new lifetime achievement in humble pie.


Wednesday, January 2, 2019

How Smart are Algorithms?


            The algorithmic verdict arrived in less than sixty seconds: credit card application denied.

            My application resulted from a clerk’s scripted suggestion at checkout that I could get a 10% reduction on my 4k HDTV purchase at Best Buy simply by applying for their branded Citibank credit card. Sure, why not?

            Imagine my embarrassment when, at point of purchase, with other buyers in line behind me, “Deadbeat Rob” was holding up the line insisting on his creditworthiness.  After a full minute of “careful consideration,” (language contained in the scripted letter from Citibank explaining its verdict), three coordinating players reached a conclusion that I lacked “sufficient credit experience.”

            A pox of all their bourses: Experian for failing to generate a complete record of my credit “experience” and its policy of preventing interaction with a live person, EVER; Citibank for relying on Experian’s lazy, defective and incomplete credit recording; and Best Buy for allowing Citibank and Experian to ruin my interest in ever setting foot in their stores.

            I base my grievances on the common-sense view that I AM credit worthy: nearing 64, I have managed to make timely payments on six figure mortgages and hefty credit card balances.  I have an 800+ credit rating and five figure credit allowances.  I would reach the important 15-20 year experience with the same credit card, but the number drops to zero almost every time I receive an unsolicited, new card, with a different account number, because of a security breach.

            I have plenty of evidence to prove credit worthiness, if Experian and the other credit rating and reporting companies had algorithms making decisions based on the likelihood of not defaulting.  I have concluded that Experian has a mandate to predict likely use of credit, particularly likely need/inclination to pay on time.  Creditworthiness appears to be a secondary consideration.

            It may be that Experian deemed my credit history “inadequate,” because I have this measurable and reportable history of paying debts on time and a predisposition not to incur debt in the first place.  I apparently lack credit experience, because I have not joined the more common ranks of people willing, or obligated to pay 24% or more on credit card debt.

            I did get the opportunity to discuss this matter with a live, breathing human at Citibank.  She started with a scripted response mentioning that I while I did not “qualify” for a platinum colored card, I could receive a gold one upon paying a $59 annual fee.  With some prodding, she suggested that I could become more experienced with credit if I took out a mortgage, paid interest on credit card debt, used my cards more frequently, generated balances closer to my allowance and used more cards—like most red-blooded Americans.

            This experience and my ongoing research of two-sided markets confirm that people who pay in cash subsidize credit card users and encourage debt, perhaps even unsustainable debt. 

            Perhaps the Experian algorithm detected me as someone unlikely to incur debt, or even to use the credit card regularly.  Guilty as charged.