The Verification Premium: How AI Is Changing Legal Ethics, Billing, and Professional Competence

 

The Verification Premium: Ethics, Billing, and Competence in the Age of Generative AI

By Alfred R. Rego Jr.    (c) March 28, 2026

As artificial intelligence accelerates legal drafting, the real professional cost may lie not in creation—but in verification.

Introduction

Artificial intelligence is rapidly changing how lawyers research, draft, and analyze legal issues. Tasks that once required hours of manual labor can now be initiated in seconds. Yet, this efficiency has produced an unexpected consequence: while AI reduces drafting time, it often exponentially increases the time required for rigorous verification.

This emerging reality is the “verification premium”—the additional professional time required to confirm the accuracy of AI-assisted work before it can be ethically relied upon or filed with a court. This development presents both a practical and ethical question for the Rhode Island bar: If AI increases efficiency but also increases the need for professional oversight, how should lawyers think about billing, supervision, and competence?

The answer lies not in inventing new rules, but in applying longstanding professional responsibility principles to these powerful new tools.

Defining the Verification Premium

The verification premium reflects a structural shift in how legal work is performed. AI may dramatically reduce the time required to generate a first draft, but that time savings is often partially offset by the lawyer’s non-delegable duty to independently confirm the accuracy of the output.

A common example illustrates the point: An AI system may produce a complex litigation motion in thirty minutes that might otherwise take several hours to draft. The lawyer must then spend significant time:

• Verifying each legal citation for accuracy;

• Confirming the context of quoted authority;

• Checking specific jurisdictional and procedural requirements; and

• Ensuring no “hallucinated” or fabricated authorities have been included.

The result is a paradox familiar to modern practitioners: work product is generated faster, yet total billable time may not decrease proportionally because professional verification remains an essential, human-led safeguard. Understanding and explaining this distinction to clients will likely become a cornerstone of billing transparency in the coming years.

Judicial Reaction and Emerging Risk

Recent sanctions decisions1 across multiple jurisdictions demonstrate that courts have little tolerance for unverified AI submissions. Attorneys have faced sanctions, fee awards, and reputational harm after submitting filings containing fabricated cases or “hallucinated” quotations.

While some courts have begun requiring specific AI-use certifications, the underlying judicial message is clear: The use of AI does not reduce a lawyer’s professional responsibility. Courts continue to treat AI errors no differently than any other failure of diligence or competence. Responsibility remains solely with the attorney whose name appears on the signature line.

Ethical Framework Under the Rhode Island Rules of Professional Conduct

The ethical questions raised by AI largely fall within existing professional responsibility principles.

Rule 1.1 – Competence

Rhode Island Rule 1.1 requires competent representation, which necessitates the legal knowledge, skill, thoroughness, and preparation reasonably necessary for the representation. Nationally, the ABA and many other jurisdictions have formally adopted a “technology clause” into Comment [8] of Rule 1.1, requiring lawyers to keep abreast of the benefits and risks associated with relevant technology. While Rhode Island has not yet formally incorporated this specific language into its comments, the underlying duty of thoroughness and preparation remains the governing standard. In the AI context, this duty inherently includes understanding the risk of “hallucinations” and implementing rigorous verification procedures before relying on AI-assisted work product.

Rules 5.1 & 5.3 – Supervisory Responsibility

Rule 5.1 requires firms and supervising lawyers to implement practices reasonably designed to ensure compliance with professional obligations. Furthermore, Rule 5.3 requires appropriate supervision of non-lawyer assistance. AI tools function similarly to junior research assistants and therefore require identical professional oversight. Lawyers must independently review AI output and remain responsible for all work submitted under their name.

• As of this writing, Rhode Island has not yet issued formal AI ethics guidance, placing responsibility squarely within existing Rules of Professional Conduct.

Risks and Benefits: A Balanced Integration

AI adoption presents real risks that require careful management, including:

• Hallucinations: Confidently presented but entirely nonexistent cases or statutes.

• Skills Degradation: The risk of weakening foundational research and synthesis skills among newer attorneys.

• Billing Scrutiny: Increased client questioning regarding how AI efficiency is reflected in final invoices.

Despite these risks, the benefits drive adoption. AI can improve access to legal services by lowering barriers for high-volume matters, enhance research by identifying overlooked patterns in litigation analytics, and improve administrative efficiency in routine tasks like contract review and discovery organization.

Practical Ethics Checklist for Lawyers Using AI

To mitigate exposure, lawyers should adopt simple risk-management habits before relying on AI-assisted work:

• Verify all citations and quoted authority against primary sources.

• Confirm key legal conclusions through independent research.

• Check for jurisdictional and procedural accuracy specific to Rhode Island courts.

• Protect confidential client information by ensuring AI tools are secure and non-public.

• Bill transparently for both the drafting efficiency and the essential verification time.

Conclusion

Lawyers have seen technological change before. From typewriters to word processors, from bookshelves to online research, each innovation promised efficiency. None altered the fundamental obligation that the lawyer—not the tool—remains responsible for the work.

Generative AI is simply the newest example of that pattern. It may change how quickly we draft, how broadly we research, and how efficiently we organize information. What it cannot change is the professional duty to ensure that what we file, advise, and bill for is accurate, defensible, and worthy of the trust placed in us.

The real divide ahead may not be between lawyers who use AI and those who do not, but between those who treat it as a shortcut and those who treat it as a tool requiring professional discipline. In that environment, speed will be common. Judgment will remain rare.

The verification premium is therefore not a temporary inconvenience. It is the modern expression of an old professional truth: the value of a lawyer has never been measured by how quickly words are produced, but by the confidence that those words can be relied upon.

References

1. See Mata v. Avianca, Inc., 678 F. Supp. 3d 443 (S.D.N.Y. 2023); Park v. Kim, 91 F.4th 610 (2d Cir. 2024) (imposing sanctions and disciplinary referrals on counsel who cited ChatGPT-generated non-existent cases without conducting reasonable inquiry under Rule 11).

2, Rhode Island Rules of Professional Conduct, Rule 1.1.

3. Rhode Island Rules of Professional Conduct, Rule 5.1.

4. Rhode Island Rules of Professional Conduct, Rule 5.3.

5. ABA Model Rules of Professional Conduct Rule 1.1, Comment [8].

6. R.I. Exec. Order No. 2024-03 (Establishing the Committee on AI and the Courts).

* Shannon McKeen, Students Can Generate Anything With AI. But Can They Tell What’s True?, Forbes (Dec. 29, 2025) (the term “verification premium” has been used to describe the increasing value of validation skills in AI-generated content environments). Mario Thomas (Ai/software engineering, board advisory) – in late 2025 – early 2026, uses “verification premium” to describe the economic advantage held by experts who can verify AI-generated code and outputs, both on his blog and in LinkedIn. Anton Tyshko (software engineering commentary) – popularizes the slogan “Code = Commodity, Verification = Premium,” applying the same idea in LinkedIn.

About the Author

Alfred R. Rego Jr. is a Rhode Island attorney practicing in Bristol since 1976, concentrating in real estate, land use, probate, and litigation matters. 

This article was prepared with the assistance of artificial intelligence research and drafting tools. All cited authorities, quotations, and legal propositions were independently confirmed by the author. AI outputs were treated as preliminary research only and were subject to traditional legal verification.