From Buzzword To Liability
- Kushraj Singh Jaoli
- Apr 1
- 2 min read
The Crackdown on AI Washing and Dark Patterns
Through the booming Twenties of this Century, the "Wild West" era of artificial intelligence marketing has hit a legal brick wall. For years, "AI" was a magic word that inflated valuations and drove clicks. Today, it is a liability for those who cannot back up their claims. The dual threats of AI washing and AI-powered dark patterns have become the primary targets of global regulators, marking a shift from innovation at any cost to "Fairness by Design.[1]"
BUZZWORD TO LIABILITY
The Enforcement Wave: FTC and SEC
The Federal Trade Commission (FTC) has moved past mere warnings. The Growth Cave case [2] in January 2026, where a company falsely claimed its “AI” automated online education, has defined clear boundaries: if it’s manual labour behind a digital curtain, it isn’t AI. FTC Director Chris Mufarrige recently emphasized that AI cannot thrive without "marketplace trust," leading to a string of settlements against firms like Workado for deceptive performance claims.[3] BUZZWORD TO LIABILITY Simultaneously, the SEC is policing the boardroom. Following the high-profile charges against Joonko and the settlements with Delphia, the SEC is treating "AI washing" as a core securities fraud issue. Public companies are now under a microscope, required to prove that their "proprietary algorithms" are more than just basic spreadsheets or third-party API wrappers.
The Rise of Behavioral Deception
While AI washing misleads as to what a product is, AI-driven dark patterns manipulate how users interact with it. In 2026, we are seeing a transition from static tricks: like "roach motels" that make cancelling difficult to dynamic, a form of AI-personalized manipulation.
According to reports presented at the INTA 2026 meeting in London, new "behavioral" patterns have emerged:
Sycophantic Assistants: Large Language Models are designed to flatter users or agree with risky prompts to boost retention scores.
Sneaking: AI subtly adjusting the intent or tone of a user’s text during "summarization" to favour a brand’s agenda.
The "No Way Back" Loop: A novel deceptive design identified in early 2026 ecommerce studies where AI-generated interfaces remove navigation paths once a purchase intent is detected.
A Regulatory New Normal
The EU AI Act’s milestone enforcement in August 2026 formally bans these manipulative techniques. In the U.S., while the Kim Memo from the USPTO has made it easier to patent genuine AI breakthroughs by easing "mental process" rejections, the bar for marketing them has never been higher.[4]
For IP professionals and tech leaders, the mandate is clear: audit your AI claims today. In 2026, transparency is no longer a "nice-to-have" feature—it is the only way to stay out of the courtroom. References :
[1] (January 17, 2025). The FTC is on the Front Lines of AI Innovation & Regulation. Federal Trade Commission. https://www.ftc.gov/system/files/ftc_gov/pdf/ai-accomplishments-1.17.25.pdf
[3] (April 28, 2025). FTC Order Requires Workado to Back Up Artificial Intelligence Detection Claims. Federal Trade Commission. https://www.ftc.gov/news-events/news/press-releases/2025/04/ftc-order-requires-workado-back-artificial-intelligence-detection-claims [4] Kim, C. (August 4, 2025). USPTO Issues Memorandum Reminding Examiners Regarding Subject Matter Eligibility Evaluation. USPTO. https://www.morganlewis.com/pubs/2025/08/uspto-issues-memorandum-reminding-examiners-regarding-subject-matter-eligibility-evaluation
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