The reporting process
This is the second report to be released in the series of LLM reports on higher education.We decided to release it right after the first one, on ChatGPT, in the light of a LinkedIn comment by Paul Bashir alerting us to the announcement yesterday (May 11) by OpenAI of the OpenAI Campus Network Student Club marketing push, which has some aspects of the approach by Manus to engagement with institutions.
I have been using Manus intensively since April 2025, soon after its launch, and it has played a key role in several of my major reports, both public ones (like on the Strait of Hormuz situation) and those for clients. Thus I was particularly interested in this global report. Hence it is fair to say that the automatic analysts had a bit more than the usual human quantum of initial strategic help, though in part this was due to the fact that initial ranging shots had failed to turn up any examples of universities signing site licenses with Manus. It is always much more work to prove a negative.
The obscure and contested ownership situation with Manus also caused extra work. Routinely the terriers dig out company HQ location and registration details, but who actually owned Manus? And how did that affect institutions’ views?
Findings
Manus is an autonomous AI agent developed by Butterfly Effect, a company founded in China and now headquartered in Singapore. It was publicly launched in March 2025 and was notable for being among the first general-purpose AI agents capable of executing multi-step tasks autonomously – going beyond conversational responses to take actions such as browsing the web, writing code, and producing documents. Its name derives from the Latin word for “hand”, reflecting its positioning as an agent that acts, not merely advises.
The product’s corporate trajectory has been “turbulent”. In December 2025, Meta Platforms agreed to acquire Manus for more than $2 billion. However, in April 2026, China’s government blocked the acquisition, citing technology security concerns and foreign investment rules. As of the date of the report, Manus remains an independent product under Butterfly Effect, though its long-term ownership is unresolved.
Searches across .edu, .ac.uk, .edu.au, .ac.nz, and related academic TLDs returned no evidence of institutional IT service pages, provost announcements, or IT procurement notices describing a campus-wide Manus deployment. The product does appear in academic commentary but not in a procurement or licensing context.
Instead, Manus operates a dedicated Manus for Campus Programme which provides students and academic institutions with early access to AI capabilities and research privileges. Students can obtain a “Campus Pass” by verifying a university email address, which grants access to Manus at a discounted or free tier. The power of such models to achieve traction in universities should not be dismissed – it seems similar to those deployed in earlier eras by Apple and more recently with Dropbox, which has now led to Dropbox Education.
There is also a Fellow Programme, a competitive cohort-based scheme for students and early-career professionals. The Summer 2026 batch, announced in April 2026, attracted approximately 10,000 applications for around 50 places. Again reminiscent of Apple in the 1980s/90s.
The full report can be found here – it is quite short as there are no tables of institutions.
(Three more global LLM reports on the other LLMs are being finalised.)
Envoi
Manus reminds us that in leveraging AI for business advantage and education advantage, it is important to have not just an LLM but also a wrapper which allows and, moreover, supports the integration of the LLM into corporate and institutional workflows.
Afterword
As of May 12 there is no resolution of the ownership issue. A trenchant article in The Diplomat (May 7) puts the point clearly:
China’s Unwinding of the Manus Deal Highlights a Key US Advantage.
The Diplomat, 7 May 2026
Who wants to build a business in a place where you can get rich but you can never leave?
Opening up learning 