In May 2026, a Palo Alto family filed a federal civil rights complaint against Palo Alto Unified after their high school sophomore's English essay was flagged as 76% likely AI-generated by Turnitin's AI-writing detector. The district ordered an in-class handwritten rewrite as the corrective step. The family alleges that the assistant principal then had a school secretary type up both the handwritten rewrite and the final exam and ran those typed versions through Turnitin again, without notifying the family or getting consent. The original Turnitin score knocked the student's semester grade from a low A or high B down to a C, with knock-on consequences for college prospects. The family submitted roughly 1,200 pages of evidence including drafts, notes, and document revision history. The complaint also alleges unequal application of the detector by gender and race in the same classroom.

In late April 2026, the instructor of Purdue's CS 240 computer science course emailed more than 200 students accusing them of using AI on assignments. The email cited "clear and concrete indicators" of AI use, landed on the last day students could drop the class, and warned of course failure plus referral to the dean of students. Students had five days to fill out an online form describing which assignments they had used AI on. Outcry followed quickly, and the allegations were dropped within days. The instructor told students he understood the timing could be seen as "coercive." His own data, made available later, showed AI agents performing 10 to 15 percentage points worse than human students on the same assignments - which makes a blanket "200+ of you cheated with AI" assumption hard to support on the merits the professor had in hand.

California community college districts are spending millions of taxpayer dollars on AI chatbots from vendors like Gravyty and Gecko - ostensibly to help students navigate admissions, financial aid, and campus services. A CalMatters investigation found the bots routinely serve up inaccurate or flat-out wrong answers instead. Three districts reported annual chatbot costs ranging from $151,000 to nearly half a million dollars. At Fresno City College, the student government vice president said her school's mascot-branded chatbot repeatedly botched basic campus questions. The OECD found it noteworthy enough to log in its AI Incidents and Hazards Monitor.

A security researcher found 16 vulnerabilities - six critical - in an EdTech app featured on Lovable's showcase page, which had over 100,000 views and real users from UC Berkeley, UC Davis, and universities across Europe, Africa, and Asia. The AI-generated authentication logic was backwards, blocking logged-in users while granting anonymous visitors full access. 18,697 user records including names, emails, and roles were accessible without authentication, along with the ability to modify student grades, delete accounts, and send bulk emails. Lovable initially closed the researcher's support ticket without response.

In January 2024, Duolingo cut roughly 10% of its contract workforce - primarily content translators and writers who created language-learning exercises - as the company shifted to using GPT-4 and other AI tools for content generation. CEO Luis von Ahn later posted an internal "AI-first" memo on LinkedIn describing a strategy to gradually replace contractor work with AI and only hire when teams could not automate further. The memo drew hundreds of critical comments from users and language professionals. Von Ahn later admitted the memo "did not give enough context" and clarified that full-time employees were not being replaced, though user complaints about declining content quality persisted.

On August 9, 2023, the EEOC's first AI-related discrimination lawsuit reached a settlement. iTutorGroup, a company providing English-language tutoring services to students in China via US-based remote tutors, had programmed its applicant screening software to automatically reject female applicants over 55 and male applicants over 60. Over 200 qualified US applicants were rejected because of their age. The company agreed to pay $365,000, adopt a new anti-discrimination policy, provide training to hiring staff, and submit to EEOC compliance monitoring for at least five years. EEOC Chair Charlotte Burrows called AI a "new civil rights frontier."