New AI 'Homework Agent' Logs Into College Platform to Complete Assignments

The 'Einstein' AI tool from Companion.AI claims to automatically handle all your coursework, raising concerns about academic integrity.

Published on Feb. 23, 2026

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A new AI tool called 'Einstein' from Companion.AI claims it can log directly into a student's college learning management system, such as Canvas, and complete homework assignments, essays, discussions, and other coursework automatically without the student having to do any work. The company boasts the AI can 'do anything you can do' on the platform, sparking backlash from educators worried about the implications for academic integrity.

Why it matters

The emergence of AI tools that can autonomously complete college assignments raises serious concerns about the erosion of academic integrity. Educators have long struggled to combat cheating enabled by AI chatbots, and this new 'homework agent' takes that to the next level by automating the entire process of completing coursework. This could undermine the core purpose of higher education and devalue degrees if students can simply outsource all their work to AI.

The details

The 'Einstein' AI tool from Companion.AI is advertised as being able to log into a student's Canvas account, watch lectures, read assignments, write papers, participate in discussions, and submit completed work - all without the student having to lift a finger. The company claims the AI has a 'full virtual computer with a browser' that can handle anything a student can do on the platform. Companion's founder Advait Paliwal described the tool as 'OpenClaw as a student,' referring to the viral open-source AI agent that can 'actually do things.' However, it's unclear if the AI's capabilities are as robust as claimed, and there are concerns the work could be shoddy or easily detected as AI-generated.

  • Companion.AI launched the 'Einstein' AI tool in February 2026.

The players

Companion.AI

A startup company that has developed an AI 'homework agent' called 'Einstein' that can allegedly log into a student's college learning management system and complete assignments autonomously.

Advait Paliwal

The founder of Companion.AI and creator of the 'Einstein' AI tool.

Brendan Bartanen

An associate professor of education and public policy at the University of Virginia who warned about the rapid development of AI tools that can enable cheating.

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What they’re saying

“What many don't yet grasp is just how quickly all of these things — the good, the bad, and the ugly — are coming down the line. AI models have reached capability that allows for basically anyone with an internet connection to spin up functioning apps using just ideas expressed in natural language.”

— Brendan Bartanen, Associate Professor of Education and Public Policy, University of Virginia (Bluesky)

What’s next

Colleges and universities will likely need to update their acceptable use policies and academic integrity codes to address the emergence of AI tools like 'Einstein' that can autonomously complete student assignments. Educators will also need to find new ways to detect and deter this type of AI-enabled cheating.

The takeaway

The 'Einstein' AI tool from Companion.AI represents a concerning new frontier in the battle against academic dishonesty enabled by advanced AI technology. If such tools become widely adopted, it could fundamentally undermine the purpose of higher education and devalue college degrees if students can simply outsource all their work to AI. Colleges and educators will need to act quickly to address this emerging threat to academic integrity.