Furkan Elmas
Early-stage work on a small internal-control layer that tracks instability in LLM reasoning and switches between SAFE / WARN / BREAK modes.
Building an operator-based simulation environment to analyze stability, divergence, threshold failures, and collapse modes in advanced AI-related systems.
Theia Vogel
Research, tutorial writing, and open-source libraries & tools for experimenting with language models
Pedro Bentancour Garin
Building the first external oversight and containment framework + high-rigor attack/defense benchmarks to reduce catastrophic AI risk.
Jade Master
Developing correct-by-construction world models for verification of frontier AI
Markus Englund
Continue developing ‘copy-paste-detective’ - a software that detects signs of data fabrication in scientific research - and run it against 20,000 publicly available Excel datasets.
David Rozado
An Integrative Framework for Auditing Political Preferences and Truth-Seeking in AI Systems
GG
Developing and commercializing an alternative to feeder rodents—tackling one of the most neglected and high-suffering forms of factory farming.
Bryan Davis
A set of AI-powered open-source tools intended to shorten time-to-market for medtech innovators.
Thomas Briggs
This nationwide report will provide a detailed account of the policies states have that in place to help advanced learners thrive.
David Carel
Accelerating the adoption of air filters in every classroom
Armon Lotfi
Multi-agent AI security testing that reduces evaluation costs by 10-20x without sacrificing detection quality
Michaël Rubens Trazzi
Funding gap to pay for a video editor and scriptwriter
Adam "Poe" Wilson
This is to prevent issues of misalignment due to investors and nation backers
Leo Hyams
A 3-month fellowship in Cape Town, connecting a global cohort of talent to top mentors at MIT, Oxford, CMU, and Google DeepMind
