You’re a Computer Science Major. Don’t Panic.; The New York Times, November 12, 2025

 Mary Shaw and Michael Hilton, The New York Times ; You’re a Computer Science Major. Don’t Panic.

"The future of computer science education is to teach students how to master the indispensable skill of supervision.

Why? Because the speed and efficiency of using A.I. to write code is balanced by the reality that it often gets things wrong. These tools are designed to produce results that look convincing, but may still contain errors. A recent survey showed that over half of professional developers use A.I. tools daily, but only about one-third trust their accuracy. When asked what their greatest frustration is about using A.I. tools, two-thirds of respondents answered, “A.I. solutions that are almost right but not quite.”

There is still a need for humans to play a role in coding — a supervisory one, where programmers oversee the use of A.I. tools, determine if A.I.-generated code does what it is supposed to do and make essential repairs to defective code."

New ABA Rules on AI and Ethics Shows the Technology Is 'New Wine in Old Bottles'; The Law Journal Editorial Board via Law.com, August 16, 2024

 The Law Journal Editorial Board via Law.com; New ABA Rules on AI and Ethics Shows the Technology Is 'New Wine in Old Bottles'

On July 29, the American Bar Association’s Standing Committee on Ethics and Professional Responsibility issued Formal Opinion 512 on generative artificial intelligence tools. The opinion follows on such opinions and guidance from several state bar associations, as well as similar efforts by non-U.S. bars and regulatory bodies around the world...

Focused on GAI, the opinion addresses six core principles: competence, confidentiality, communication, meritorious claims and candor to tribunal, supervision and fees...

What is not commonly understood, perhaps, is that GAI “hallucinates,” and generates content...

Not addressed in the opinion is whether GAI is engaged in the practice of law...

At the ABA annual meeting, representatives of more than 20 “foreign” bars participated in a roundtable on GAI. In a world of cross-border practice, there was a desire for harmonization."