Ella Wei
Achieving major reductions in code complexity and compute overhead while improving transparency and reducing deceptive model behavior
Alex Leader
Measuring whether AI can autonomously execute multi-stage cyberattacks to inform deployment decisions at frontier labs
Joseph E Brown
A constraint-first approach to ensuring non-authoritative, fail-closed behavior in large language models under ambiguity and real-world pressure
Pedro Bentancour Garin
Building the governance and orchestration layer for safe, autonomous AI-driven research and innovation.
Mackenzie Conor James Clark
An open-source framework for detecting and correcting agentic drift using formal metrics and internal control kernels
Finn Metz
Funding 5–10 AI security startups through Seldon’s second SF cohort.
Xyra Sinclair
Unlocking the paradigm of agents + SQL + compositional vector search
Mirco Giacobbe
Developing the software infrastructure to make AI systems safe, with formal guarantees
Justin Bianchini
A modular gene-editing platform for engineering new pigment patterns in ornamental plants, starting with a vein-pattern rescue line in petunias.
João Medeiros da Fonseca
Phenomenological Fine-tuning for Medical AI Alignment
Will Shin
A global IP project reimagining ecology and future technology and institutions through character-driven narratives.
Theia Vogel
Research, tutorial writing, and open-source libraries & tools for experimenting with language models
Jade Master
Developing correct-by-construction world models for verification of frontier AI
Sandy Tanwisuth
We reframe the alignment problem as the problem of governing meaning and intent when they cannot be fully expressed.
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.
Chetan Kharbanda
Funding circles and advisory to fund high impact non-profits
