Practical Remedies for Reining in Shadow AI and How to Remove Recruiting's Hidden Risks: IndustryWeek's Weekly Review

Also, Alcoa aims to boost capacity and IW updates its compendium of STEM scholarship opportunities.
April 24, 2026
2 min read

Welcome to IndustryWeek's Weekly Review, where we reflect on the most-consumed content over the past seven days at www.industryweek.com. Continuous improvement and the increasingly popular AI are leading topics for this most recent Weekly Review; however, recruiting and STEM scholarships also grabbed the attention of our manufacturing community, illustrating the industry's ongoing interest in talent management. 

This week's Top 10 are: 

Lean or Six Sigma: the Progress Paradox: If you're talking continuous improvement and want to spark passionate debate, try this question: Which is better—lean or Six Sigma? Our podcast hosts tackle this turbulent topic.

Shadow AI Is Already in Your Plant (And Banning It Makes It Worse): None of this use is typically malicious, but it's happening without guardrails or oversight.

When Things Go Wrong, Who Is Really to Blame? One hint: It’s rarely an individual worker. Have you examined your system design lately?

Alcoa Adding Aluminum Capacity to Offset War Outages: CEO Bill Oplinger said “our commercial teams have been extremely busy” working with customers looking to repair disrupted supply chains.

A Practical Guide to Recruiting in Manufacturing: We've seen so much change in how employers hire talent that outdated practices are quickly becoming a hidden risk.

Updated: IndustryWeek’s Big List of Manufacturing Scholarships: Looking for financial help with trade school or college? Check out our compendium of STEM scholarship opportunities.

US Opens Tariff Refunds Portal After Court Struck Down Trump Duties: The extent to which consumers who have borne the brunt of tariffs will be repaid depends on whether companies share the recovered funds.

Get Your AI Terminology Straight: A Manufacturing Leader's Guide: If you don't know your LLMs from your MLs and agents, you're far from alone.

The Big Productivity Gains Will Come from Cross-Functional AI: The interaction of generative AI, agentic AI and machine learning across different areas of an organization holds the greatest promise for optimizing talent.

Why Building a Manufacturing Division From Scratch Beat the Safer Bet: The steel manufacturer I worked for wanted to acquire. I steered them toward a start-up division instead.

Sign up for our eNewsletters
Get the latest news and updates

Voice Your Opinion!

To join the conversation, and become an exclusive member of IndustryWeek, create an account today!