Mehtaverse
by Swapneel
Swapneel Mehta
Postdoc at BU and MIT
Founder at SimPPL
Cambridge, MA
Bio
I am a postdoctoral associate at Boston University and MIT developing mechanisms for reducing strategic deception in information environments where humans interact with AI agents. I explore how credibility signals shape human behavior on digital platforms. My research explores the social, technological, and economic drivers of digital trust.
Here’s my job market paper on “Market Design Interventions for Safer Agentic AI” and a first-author working paper on time-series causal inference for social networks.
Applied Research
I founded and co-lead a tech nonprofit, SimPPL, rebuilding trust in online information, collaborating with international newsrooms, think tanks, and UN agencies in several countries. We raised $2.5 million in competitive awards with collaborators, working on two projects:
- Arbiter is a platform to trace digital discourse across social media platforms, especially for the early detection of digital harms. We empower researchers to trace claims across digital platforms including Bluesky, YouTube, Reddit, X, and others, improving transparency in the online information environment.
- Sakhi is an award-winning, MIT-incubated tech venture delivering reproductive health literacy in India and Bangladesh, now working with Cohere Labs on reproductive health evaluations of large language models.
While Arbiter improves digital transparency, Sakhi explores trust-building mechanisms in health information.
Professional Background
In industry, I worked at Twitter, Adobe, Slack, with Meta at Oxford, startups, and CERN on AI products, algorithms, and applications. I have been an Atlantic Dialogues Emerging Leader, Google Research Innovator, CTS Belfer Fellow, and won several grants from Google, Mozilla, Wikimedia, Ford Foundation, Omidyar Network, and others to support my research involving SimPPL.
Dissertation: I received my Ph.D. (2019-23) from NYU Data Science, estimating the causal effects of interventions to improve online safety. My research was one of the first to show platforms that the interventions they deploy can have meaningful effects off-platform even if they seem ineffective within their platform, and resulted in evantual internship offers at Meta, Twitter, Mirosoft, and Google.
Advising: I served as a Community Advisory Board member at the Integrity Institute (read the 2023 Annual Impact), Responsible Tech Affiliate at All Tech is Human, and sit on 3 Boards of Studies at D.J. Sanghvi College of Engineering. I’ve mentored about 130 undergraduates and 4 high-school students. 4 of my mentees are now pursuing their Ph.Ds in Computer Science while several are graduate students, and others work at FAANG companies and startups.
Teaching
I have run several bootcamp-style programs spanning a week to a year, training several hundred students in computer science, programming, machine learning (ML), artificial intelligence (AI), and most recently on AI Product Development. These programs won SimPPL a unique double award from Google exploreCSR (twice) and Mozilla Responsible Computing Challenge. Teaching evaluation via student testimonials are here. My mentees have published 15+ papers at ICML, IC2S2, ICWSM, NeurIPS, AAAI, Stanford Trust and Safety, Dg.O, and other workshops/conferences.
Art: I don’t talk much about this but I kinda went to 14 years of art school, some of my work is here.
News
- Invited talk for Arbiter to journalists in the Philippines.
- Invited lightning talk at Day Zero event by DW Akademie in Chiang Mai, Thailand.
- Trainer for Kenyan Journalists to use LLMs, part of DW Akademie's AI in the Newsroom Fellowship.
- Presenting Sakhi at Psych of Tech Conference in DC.
- Invited talk to the JournalismAI community Arbiter.
- Invited talk for Arbiter at WikiCon North America in NYC.
- Joined my friends at the MAD Warfare Podcast for a discussion on how to "Hack the Algorithm" and bend recommender systems to your will.
- Invited panelist for panel at NYU CDS titled "What the heck does a Data Scientist Do?".
- Invited talk at Splice Beta 2025 on monetization models for news (thanks to DW Akademie!).
- Invited talk at AMA Marketing and Public Policy Conference.
- Presenting Sakhi at MIT Decentralized AI Summit (April 14-16).
- Finalist for the OSV Fellowship, 2025.
- Invited panelist on "Our Tech Future: Promise and Perils" at Prince Mahidol Awards Conference 2025.
- Invited talk at Misinfocon India.
- Cofounder Smriti Bhaya finalist at Commonwealth Youth Awards for Sakhi.
- Invited talk to Google's Monetized Product Policy Team.
- Launched a Mozilla-funded Responsible AI Product Development Program to scale AI ventures.
- Selected for ITS Rio Global Policy Fellowship (Brazil).
- Selected for NEXT Milan Business Leaders Award by ISPI.
- Talk at Yale AI, ML, Business Analytics Conference on "Market Interventions for Safer Agentic AI".
- Talk at MarkTech Conference at Columbia Business School.
- Finalist, Schmidt Futures Intl. Strategy Forum.
- Selected for Atlantic Dialogues Emerging Leaders Program in Morocco.
- Short Oral at WISE 2024 on economic welfare in reputation-based marketplaces.
- Nominated for BU's Inaugural Best Postdoc Award.
- Finalist for BU Postdocs Lightning Talk Competition.
- Lightning Talk and 2 Posters at Stanford T&S Research Conference.
- Oral Talk at IC2S2 on governance in online marketplaces.
- Invited Panel on AI Auditing by Dr. Rumman Chowdhury.
- Paper on the "History of Transparency Regulations" accepted at Dg.O in Taiwan.
- Invited talk at UNESCO World Press Freedom Day event in Chile.
- Selected for MIT's Delta V Accelerator Program for Sakhi.
- Won 2nd place at MIT's PKG IDEAS Social Innovation Challenge.
- Sakhi featured on Rest of World.
- Invited Panelist at TrustCon 2024 on GenAI and Election Threats.
- Featured on DW Akademie's Toolkit.
- Invited Panelist at Finnish Embassy in NYC on Strengthening the Information Ecosystem.
- Won the Belfer Fellowship for research into networked hate and harassment.
- Selected as Responsible Tech Affiliate with All Tech is Human.
- Co-authored Integrity Institute's Blog post on GenAI, Transparency Best Practices Deck, and Response to Oversight Board.
- Mentioned on the Google Cloud blog.
- Won the AI2Amplify Fellowship and Hackathon.
- Accepted into the Integrity Institute.
- Received Google Research Innovator Award.
- Received WikiCred (Wikimedia) funding for Parrot Report (featured blog post).
- Hosted talks and workshops for Deutsche Welle Akademie staff and partners (read more).
- Workshop on AI for Agent-based Models accepted at ICLR 2023.
- Training undergrads in social network analysis via Unicode Research Seminars.
- Co-organized NeurIPS 2022 Workshop on Broadening Research Collaborations in ML.
- Accepted position on Board of Studies at D.J. Sanghvi College of Engineering.
- Invited to present research at MIT Media Lab, Misinfo. Village @ DEFCON 2022, Truth and Trust Online, Graphika.
- Presented work on Twitter interventions at Stanford Trust and Safety Research Conference.
- Paper with Oxford and CSMAP accepted for Oral at AI for Agent-based Models Workshop at ICML 2022.
- Interned at Twitter's Civic Integrity team.
- SimPPL selected for NYC Media Lab's AI and Local News Challenge.
- Early SimPPL work presented to Twitter's Cortex Org and Facebook's Probability Org.
- Offer to be Data Scientist Intern with Microsoft's Azure ML Team.
- COVID-19 Policy Interventions paper accepted at PROBPROG 2021, MIT.
- Trending Hashtag Recommendation for Videos with Adobe Research accepted at ISM 2021.
- Data Science Research Intern at Adobe Research (May - Dec 2020).
- Received IRIS-HEP Fellowship, 2019.
- Launched Unicode Research.
- Published articles in Open Source for You (OSFY) Magazine.