Software to match people with shared AIS interests into teams that complete projects, increasing the odds that those beyond narrow talent pipelines upskill, develop credibility, and turn their ideas into output.
Software to match people with shared AIS interests into teams that complete projects, increasing the odds that those beyond narrow talent pipelines upskill, develop credibility, and turn their ideas into output.
Project Details
Updated 07/30/26 · Edited by orgWe’re running a pilot of 62 people (as of 6/28) live at www.mangrove.one and are discovering that providing peer accountability via online matchmaking is effective at motivating people to produce AI safety output rather than just reading about it.
You can try out the Mangrove platform for yourself here. The password to the alpha is: "MakeAISafe"
In the next month, we would like to
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Scale these findings to onboard a beta cohort of 500 people.
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Host hackathons on Mangrove to grow the user base. This will improve matchmaking, given that matchmaking platforms benefit from network effects. It will also enable us to stress-test Mangrove’s infrastructure so that Apart Research can be confident about using Mangrove to facilitate its hackathon matchmaking- solving a problem where Apart hackathon registrants fail to find partners.
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Build out a track-record system that compiles project outputs, attendance records, and peer reviews in a way that both protects privacy and improves matchmaking quality. This would simultaneously create a datasource that employers and grantmakers could use to find high quality candidates to extend opportunities to.
Our team has been self-funded since April and currently includes
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Zach Hsu (Stanford, BCG)
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Jayani Srinivasan (UC Berkeley, Apart Research hackathons, Blue Dot)
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Josh Peng (UBC Alumni, AI Safety Camp, Blue Dot, 2x Mangrove participant)
Theory of Impact
Updated 08/17/26 · By grantmaking.aiJoining a peer group to upskill into AI safety makes people more likely to put in the effort to become useful to the field. However it rarely happens. Many AGI-pilled people outside of safety hubs default to reading alone, or worse, going about life as usual.
This is because it is hard to find peers with shared interest, availability, and motivation to meet on a recurring basis. We hypothesize that if the friction of finding peers with these three traits were lowered, more people would gain the motivation to upskill autodidactically, enabling qualified talent to grow faster than the expansion rate of fellowships like MATS, Generator, or Horizon.
While the odds that there are people in your local area who share both your availability and your specific AI safety interests are low, the odds that a good fit exists globally is near certain. So how can we connect these suitable people together online?
Mangrove is that connection layer. Members share their interests and paint their weekly availability, then post project ideas or apply to existing ones. When enough people commit to an idea and their schedules overlap, Mangrove forms the team and provisions everything it needs to start: a private Slack, workspace, and suggested meeting times. Finding the right peers goes from months of coffee chatting to minutes via the software.
People
Updated 07/14/26 · Edited by orgFounder
Funding Details
- Apr 15, 2026
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- Seeking first grant
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Track Record
- 62 member alpha pilot with positive feedback- including 6 members asking if their peers could get access.
- 14 projects ideas posted, of which 7 have kicked off as group projects, with one already submitting research to a UN Forum.
- A functional platform with native project management software, provided to all users for free (AI meeting notes, automated todo tracking, scheduling, and more).
Discussion
Private comment. Only shown to approved funders and grant reviewers.
I am glad to have come across Mangrove prior to that it was such a hassle to find people with similar goals when it comes to running a project. The match-making makes it easy for me to apply for projects and work on things I am passionate about with people that have skills that I can learn from and build my career capital.
Proud to be an AI Safety researcher working with a Mangrove project team led by Josh Peng on "(Re)designing Middle Powers: Investigating Sovereign AI Initiatives and Socio-economic Realities".