A Bug in the Logic: Regulators try to solve the workplace AI problem … – The Federalist Society
Earlier this month, the Biden administration published a request for information on artificial intelligence in the workplace. The request asked workers to submit, among other things, anecdotes about how they had been affected by AI. These anecdotes would then be used to develop new policy proposals.
The request failed to say, however, why new policies were needed. The administration had already conceded that AI tools were covered by existing law. And in fact, it had already issued guidance under those laws. So it didnt seem to be covering any legal or policy gap. Instead, it seemed to be making a political statement. It seemed to be targeting AI because AI is poorly understood, and therefore unpopular. But that kind of approach to regulation promises to produce no real solutions. Instead, it promises only talking points and red tape.
The administration is hardly the first to see AI as an easy political target. States and cities have already started planting their flags. First out of the gate was New York City, which passed the nations first law regulating AI-powered selection tools. The New York law requires employers to disclose their AI-powered selection tools, put the tools through annual bias audits, and give candidates a chance to ask for other selection methods. Likewise, there are at least four AI bills pending in California. The most far-reaching one, AB 331, would require employers not only to disclose their AI tools, but also to report AI-related data to a state agency. The law would also create a private right of action, serving up still more work to the busy Golden State plaintiffs bar.
In short, lawmakers are clearly interested in AI and its effects on workers. Less clear, however, is what they hope to add to existing law. Just last week, the EEOC published updated guidance explaining how Title VII applies to AI-powered tools. Similarly, the NLRBs General Counsel recently announced that the National Labor Relations Act already forbids AI tools that chill protected concerted activity. And Lina Khan, chair of the FTC, has written that [e]xisting laws prohibiting discrimination will apply [to AI tools], as well as existing authorities proscribing exploitative collection or use of personal data.
Given this existing coverage, its unclear what new policies the administration thinks it needs. Nor is it clear what harms the administration is trying to prevent. In the RFI, the administration linked to a handful of articles published on general-interest websites. But some of the articles were more than seven years old, and none of them established any discriminatory effects. One even suggested that companies were using AI tools to keep workers and consumers safe. How any of this called for a new policy response was left unsaid.
One suspects the administration left so much unsaid because it has so little to say. It cited no real evidence that AI is harming workers. But finding real harm didnt seem to be the point. Rather, the point seemed to be scoring an easy political win. The administration is targeting AI because few people understand the technology. It can therefore crack down on AI tools without generating much backlash.
That kind of thinking is short-sighted. Not only has the administration identified no harm; it has failed to consider AIs potential benefits. For example, AI-powered tools might help workers be more productive. The tools might help workers find jobs more suited to their skillsets. The tools might even help workers stay safe. Without more real-world experience, those benefits are impossible to quantify. Yet the administration is rushing ahead anyway, assuming the tools are nefarious without considering their possible upside.
For now, then, the RFI looks like a regulatory misstep in the making. Workplace AI is too new and too unfamiliar to know whether regulation is necessary, much less what a proper regulatory regime would look like. For once, regulators should aim before they fire.
Note from the Editor: The Federalist Society takes no positions on particular legal and public policy matters. Any expressions of opinion are those of the author. To join the debate, please email us atinfo@fedsoc.org.
Go here to read the rest:
A Bug in the Logic: Regulators try to solve the workplace AI problem ... - The Federalist Society
- What Apples AI deal with Google means for the two tech giants, and for $500 billion upstart OpenAI - Fortune - January 14th, 2026 [January 14th, 2026]
- Whats Expensive in AI? The Answer is Changing Fast. - SaaStr - January 14th, 2026 [January 14th, 2026]
- Four Ways I Use AI as a Principal (and One Way I Never Will) (Opinion) - Education Week - January 14th, 2026 [January 14th, 2026]
- Pentagon rolls out major reforms of R&D, AI - Breaking Defense - January 14th, 2026 [January 14th, 2026]
- Pentagon task force to deploy AI-powered UAS systems to capture drones - Defense News - January 14th, 2026 [January 14th, 2026]
- Buy These 3 AI ETFs Now: They Could Be Worth $15 Million in 30 Years - The Motley Fool - January 14th, 2026 [January 14th, 2026]
- ServiceNow Patches Critical AI Platform Flaw Allowing Unauthenticated User Impersonation - The Hacker News - January 14th, 2026 [January 14th, 2026]
- Partnering with Sandstone: An AI-Native Platform for In-House Legal Teams - Sequoia Capital - January 14th, 2026 [January 14th, 2026]
- Bandcamps Mission and Our Approach to Generative AI - Bandcamp - January 14th, 2026 [January 14th, 2026]
- Mom of one of Elon Musk's kids says AI chatbot Grok generated sexual deepfake images of her: "Make it stop" - CBS News - January 14th, 2026 [January 14th, 2026]
- Bill Gates Says 'AI Will Change Society the Most'Job Disruption Has Already Begun, 'Less Labor' Will Be Needed, And 5-Day Work Week May Disappear -... - January 14th, 2026 [January 14th, 2026]
- Prediction: This Artificial Intelligence (AI) Chip Stock Will Outperform Nvidia in 2026 (Hint: It's Not AMD) - The Motley Fool - January 14th, 2026 [January 14th, 2026]
- Microsoft responds to AI data center revolt, vowing to cover full power costs and reject local tax breaks - GeekWire - January 14th, 2026 [January 14th, 2026]
- War Department 'SWAT Team' Removes Barriers to Efficient AI Development - U.S. Department of War (.gov) - January 14th, 2026 [January 14th, 2026]
- South Koreas Revised AI Basic Act to Take Effect January 22 With New Oversight, Watermarking Rules - BABL AI - January 14th, 2026 [January 14th, 2026]
- Musks AI tool Grok will be integrated into Pentagon networks, Hegseth says - The Guardian - January 14th, 2026 [January 14th, 2026]
- You cant afford not to use it: Inderpal Bhandari speaks about the future of AI in sports - The Daily Northwestern - January 14th, 2026 [January 14th, 2026]
- How AI image tools can be tricked into making political propaganda - Help Net Security - January 14th, 2026 [January 14th, 2026]
- Mesa County to test AI software for housing development reviews - KKCO 11 News - January 14th, 2026 [January 14th, 2026]
- 'Most Severe AI Vulnerability to Date' Hits ServiceNow - Dark Reading | Security - January 14th, 2026 [January 14th, 2026]
- Self-learning AI generates NFL picks, score predictions for every 2026 divisional round matchup - CBS Sports - January 14th, 2026 [January 14th, 2026]
- Gen AI Is Threatening the Platforms That Dominate Online Travel - Harvard Business Review - January 14th, 2026 [January 14th, 2026]
- NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery In the Age of AI - Eli Lilly - January 14th, 2026 [January 14th, 2026]
- AI Fraud Has Exploded. This Background-Check Startup Is Cashing In. - Forbes - January 14th, 2026 [January 14th, 2026]
- Caterpillar Briefly Tops $300 Billion Valuation on AI Rally - Yahoo Finance - January 14th, 2026 [January 14th, 2026]
- Google has the best AI for enterprise right now, Ray Wang - Fox Business - January 14th, 2026 [January 14th, 2026]
- What AI is actually good for, according to developers - The GitHub Blog - January 14th, 2026 [January 14th, 2026]
- Apple and Google are teaming up on AI. What it means for both stocks - CNBC - January 14th, 2026 [January 14th, 2026]
- A Look At Cisco Systems (CSCO) Valuation As AI And Cybersecurity Expansion Gain Traction - simplywall.st - January 14th, 2026 [January 14th, 2026]
- US allows Nvidia to send advanced AI chips to China with restrictions - Yahoo Finance - January 14th, 2026 [January 14th, 2026]
- AI industry insiders launch site to poison the data that feeds them - theregister.com - January 11th, 2026 [January 11th, 2026]
- The agentic commerce platform: Shopify connects any merchant to every AI conversation - Shopify - January 11th, 2026 [January 11th, 2026]
- Google teams up with Walmart and other retailers to enable shopping within Gemini AI chatbot - AP News - January 11th, 2026 [January 11th, 2026]
- This CEO laid off nearly 80% of his staff because they refused to adopt AI fast enough. 2 years later, he says hed do it again - Yahoo Finance - January 11th, 2026 [January 11th, 2026]
- Bridging the gap between AI and medicine: Claude in Microsoft Foundry advances capabilities for healthcare and life sciences customers - Microsoft - January 11th, 2026 [January 11th, 2026]
- Artificial Intelligence (AI) Is Driving a New Wave of Infrastructure Spending. This Stock Is Key. - Yahoo Finance - January 11th, 2026 [January 11th, 2026]
- Job Seekers Find a New Source of Income: Training AI to Do Their Old Roles - The Wall Street Journal - January 11th, 2026 [January 11th, 2026]
- The AI platform shift and the opportunity ahead for retail - blog.google - January 11th, 2026 [January 11th, 2026]
- Applied Digital Just Solved AI's Biggest Bottleneck with Technology From the 1800s - The Motley Fool - January 11th, 2026 [January 11th, 2026]
- Can Agentic AI reduce the burden of compliance? - Security Boulevard - January 11th, 2026 [January 11th, 2026]
- Americas AI Boom Is Running Into An Unplanned Water Problem - Forbes - January 11th, 2026 [January 11th, 2026]
- AI, edge, and security: Shaping the need for modern infrastructure management - Network World - January 11th, 2026 [January 11th, 2026]
- Your next primary care doctor could be online only, accessed through an AI tool : Shots - Health News - NPR - January 11th, 2026 [January 11th, 2026]
- Brad Gerstner breaks from the crowd on one AI stock - thestreet.com - January 11th, 2026 [January 11th, 2026]
- Are we in an AI bubble? What 40 tech leaders and analysts are saying, in one chart - CNBC - January 11th, 2026 [January 11th, 2026]
- AI is intensifying a 'collapse' of trust online, experts say - NBC News - January 11th, 2026 [January 11th, 2026]
- Anthropic follows OpenAI in rolling out healthcare AI tools - Investing.com - January 11th, 2026 [January 11th, 2026]
- Behind Anthropic's stunning growth is a sibling team that may hold the key to generative AI - CNBC - January 11th, 2026 [January 11th, 2026]
- Fears of an AI bubble were nowhere to be found at the worlds biggest tech show - CNN - January 11th, 2026 [January 11th, 2026]
- 'No one verified the evidence': Woman says AI-generated deepfake text sent her to jail | Action News Investigation - 6abc Philadelphia - January 11th, 2026 [January 11th, 2026]
- Global AI adoption rose in 2025 but regional gaps widened | ETIH EdTech News - EdTech Innovation Hub - January 11th, 2026 [January 11th, 2026]
- AI isn't making us smarter it's training us to think backward, an innovation theorist says - Business Insider - January 11th, 2026 [January 11th, 2026]
- The "Safest" Trillion-Dollar Artificial Intelligence (AI) Stock to Invest $50,000 In Right Now - The Motley Fool - January 11th, 2026 [January 11th, 2026]
- Prediction: These 2 AI Stocks Will Be Worth More Than Palantir by the End of 2026 - The Motley Fool - January 11th, 2026 [January 11th, 2026]
- A new AI tool could dramatically speed up the discovery of life-saving medicines - Phys.org - January 11th, 2026 [January 11th, 2026]
- After 7 years at McKinsey, I left to build an AI healthtech startup. I had to unlearn the pursuit of perfection. - Business Insider - January 11th, 2026 [January 11th, 2026]
- I never expected an AI app to replace my keyboard, but I was wrong - Android Authority - January 11th, 2026 [January 11th, 2026]
- YouHodler CEO Ilya Volkovs 2026 Crypto Predictions for Stablecoins, AI, Lightning, Bitcoin and More - Crowdfund Insider - January 11th, 2026 [January 11th, 2026]
- I asked AI to beat the S&P 500 it gave me this strategy - MSN - January 11th, 2026 [January 11th, 2026]
- Ant International Partners with Googles Universal Commerce Protocol to Expand AI Capabilities - Business Wire - January 11th, 2026 [January 11th, 2026]
- CES 2026: Follow live for the best, weirdest, most interesting tech as this robot and AI-heavy event wraps up - TechCrunch - January 9th, 2026 [January 9th, 2026]
- Physical AI dominates CES but humanity will still have to wait a while for humanoid servants - Reuters - January 9th, 2026 [January 9th, 2026]
- OpenAI and SoftBank announce $1 billion investment in SB Energy as part of massive AI buildout - CNBC - January 9th, 2026 [January 9th, 2026]
- DeepSeek To Release Next Flagship AI Model With Strong Coding Ability - The Information - January 9th, 2026 [January 9th, 2026]
- AI on Campus: Rethinking the Core Goals of Higher Education - GovTech - January 9th, 2026 [January 9th, 2026]
- 3 Brilliant AI Stocks That Could Double in 2026 - The Motley Fool - January 9th, 2026 [January 9th, 2026]
- DeepSeek to launch new AI model focused on coding in February, The Information reports - Reuters - January 9th, 2026 [January 9th, 2026]
- Marsha Blackburn: My convictions on AI have been clear, not all over - Chattanooga Times Free Press - January 9th, 2026 [January 9th, 2026]
- OpenAI Is Asking Contractors to Upload Work From Past Jobs to Evaluate the Performance of AI Agents - WIRED - January 9th, 2026 [January 9th, 2026]
- AI Hallucinations, Sanctions, and Context: What a Florida Disciplinary Case Really Teaches - JD Supra - January 9th, 2026 [January 9th, 2026]
- Californias budget projections rely heavily on a continued AI boom - capradio.org - January 9th, 2026 [January 9th, 2026]
- No 10 condemns insulting move by X to restrict Grok AI image tool - The Guardian - January 9th, 2026 [January 9th, 2026]
- How to regulate AI by learning from the United States - omnesmag.com - January 9th, 2026 [January 9th, 2026]
- The Change You Need Is the Change You Make. SaaStr AI Annual 2026 Will Help You Get There. - SaaStr - January 9th, 2026 [January 9th, 2026]
- Reimagining Merchandising in the Era of Agentic AI - Bain & Company - January 9th, 2026 [January 9th, 2026]
- Bill Gates says AI could be used as a bioterrorism weapon akin to the COVID pandemic if it falls into the wrong hands - Fortune - January 9th, 2026 [January 9th, 2026]
- So are we in an AI bubble? Here are clues to look for. - NCPR: North Country Public Radio - January 9th, 2026 [January 9th, 2026]
- #679: Why AI Taking Your Job Isnt the Real Problem, with Fmr. OpenAI Exec Zack Kass - Afford Anything - January 9th, 2026 [January 9th, 2026]
- Idaho Statesman AI falsely said a brewery closed, hurting business. Union calls for guardrails on the tech. - BoiseDev - January 9th, 2026 [January 9th, 2026]
- What effect will AI have on the radiologist workforce? - AuntMinnie - January 9th, 2026 [January 9th, 2026]