Mindscapes: World Building for AI Safety

An interdisciplinary research group based in Oxford for character training, model pyschology and multi-agent interaction dynamics

Competition on Using AI for Human Fall and Recovery Detection for Elderly Care

International Online Competition on Human Fall and Recovery Detection over METU-HFRD Dataset

Expert-defined evals of AI decisions impacting wildlife

Creation of expert defined evals of whether AI models protect or destroy wildlife and their ecosystems

Undergrad Sole-author NeurIPS 2026 Main Track paper: travel to present in Sydney

Diploma graduate from Bangladesh with no undergraduate study, no lab and no supervisor, needs help with travel costs to present at NeurIPS 2026 in Sydney.

An open-weight cpu-efficient AI security model for multi turn agent security

Building the next generation of our open-weight prompt injection detection model.

Finding the prosodic word in animal communication

A pilot study in applying phonological theory to an annotated dataset of primate vocal behaviors

Presenting Research on Reliable AI Agent Evaluation and RL at NeurIPS 2026

Presenting work on "How Well LLMs Simulate Users in AI Agent Evaluations" at AABA4ET workshop at NeurIPS 2026

Arena: AI agents living as settlers in a replayable world

The Arena is a world, a framework in which AI agents can experience existence. We humans can learn from it: what makes us more?

Depth or Length? How Looped LLMs Trade Hidden Loops for Visible Reasoning

GPU funding to finish my research of looped language models. Early tests show extra loops replace reasoning length.

Human Access: Animated Web Series Communicating ASI Risk

Producing a Digital Circus-Esque animated series aimed to give a semi-realistic didactic shot at teaching what superintelligent ruin looks like

SaneCite: Is science still relying on retracted research?

An open count of how often retracted papers still get cited as support. This grant pays people to check the AI's calls and widens the reading.

Clinical expertise combined with AI improves radiologist impressions

Extracted cognition files and report scaffolding will save the radiologist hours

AI generation of complex 3D anatomy and clinical understanding

CNSatlas.com

NeuroRad Tracts

An AI-driven educational platform

NeuroRad.ai: Keeping Neuroradiology Evidence Current

A free resource connecting neuroradiology claims to the evidence behind them

Open source AI Safety Research Fellowship

Supporting young researchers building open tools, evaluations, and research for safer, more accountable AI

NadIntellect Lab: first live test of a constrained information channel

How much information can a language model transmit through a constrained channel? We’re testing this in our first E3-A experiment.

AI safety content creator in Germany (scale existing channel)

Millions of people watch my AI safety videos each month, but so far my channel has cost me more money than I’ve made with it.

Travel Grant: SDNTS Neuroscience School in Uruguay

JARVIS: An self-evolving Mixture-of-Experts (MoE) LLM-An Auditable Research Loop

It evolves its own architecture, it picks its own next step, tries changes to its own design: adds layers and experts, trains the child (wider context)