New York City Delays Enforcement Date for AEDT Law and Issues “Final Rule”
Client Alert | 1 min read | 04.06.23
Today, the New York City Department of Consumer and Worker Protection (“DCWP”) announced the “Final Rule” for the New York AEDT law (Local Law 144), and stated that the enforcement date is moved back from April 15, 2023, to July 5, 2023.
This is the second time the DCWP has changed the enforcement date for New York’s new AEDT law, which requires companies that use an automated employment decision tool to conduct a bias audit and notify job candidates. Crowell has monitored the law’s progress since last year.
In addition to pushing back the enforcement date by approximately ten weeks, the DCWP issued new rules that it states define terms and clarify requirements related to the bias audit, publishing results, and notice. The changes include:
- Modifying the definition of “machine learning, statistical modeling, data analytics, or artificial intelligence.” The DCWP specifically states that the modification “expand[s]” the scope of this definition;
- Adding a new requirement that the number of individuals in the “unknown” category must be stated in the summary results;
- Allowing the auditor to exclude a category that comprises less than 2% of the data being used for the bias audit from the calculations of impact ratio;
- Clarifying when an employer or agency may rely on a bias audit using another’s historical data;
- Clarifying that the number of applicants in a category and scoring rate for the category must be included in the summary results.
The notice also provides new examples of how to comply with the law and clarifies existing examples. Crowell will continue to monitor how Local Law 144 progresses over the next ten weeks.
Contacts
Insights
Client Alert | 3 min read | 07.13.26
Amici Rally Behind Liberty Global, Urging Tenth Circuit to Rein in Economic Substance Doctrine
Following the 10th Circuit's April 21, 2026, decision affirming the disallowance of Liberty Global’s $2.4 billion deduction under the codified economic substance doctrine, I.R.C. § 7701(o), Liberty Global filed a petition for panel rehearing or rehearing en banc on June 5, 2026. That petition has since drawn significant amicus support from various industry groups representing large taxpayers, as discussed below.
Client Alert | 3 min read | 07.10.26
Client Alert | 5 min read | 07.10.26
Client Alert | 6 min read | 07.09.26
EU Steel Overcapacity Regulation: New Permanent Measure in Force from 1 July 2026





