The Creative Content Coalition for AI Safety (CCCAIS)

Filmmakers, musicians, and comedians team w/AI safety researchers transforming technical concepts into compelling viral shorts making critical risks consumable.

TAAC: Cross-Provider Safety Analysis of Prompt Compression in LLM Inference

Novel safety failure modes discovered across 7 LLM providers with 35,000+ controlled inference trials. Targeting NeurIPS 2026.

Safe AI Germany (SAIGE)

Germany’s talents are critical to the global effort of reducing catastrophic risks brought by artificial intelligence.

Towards Shared AI Compute Infrastructure

Help a Bootstrapped AI Risk Literacy Founder Get To IASEAI 2026 in Paris

Nutrition labels transformed food safety through informed consumer choice, help me do the same for AI and make this standard :)

[Retroactive] Funding for developing new "substrate-flexible risk" threat model

I self-funded research into a new threat model. It is demonstrating impact (accepted at multiple venues, added to BlueDot's curriculum).

Red Set ProtoCell: An Open-Source Immune System for AI Models

A modular red-teaming and risk-evaluation framework for LLM safety

Neuro-Safety: Reducing AI Latency for Bio-Safe Interaction

Developing an Edge-AI framework to reduce response latency to <0.6s, mitigating user cognitive stress and establishing "Digital Pharmacotherapy" standards.

AI Security Startup Accelerator Batch #2

Funding 5–10 AI security startups through Seldon’s second SF cohort.

Verified GenAI: Agentic QC for Reliable Product Visualization

Build an agentic LLM+VLM pipeline that generates product visuals and automatically verifies identity, color, and artifacts, enabling scalable, trustworthy e-com

FLUQ: Restoring Trust through Decentralized Verifiable Randomness

Building an open-source protocol to ensure that digital luck and high-stakes selections are provably fair, transparent, and beyond the reach of centralized bias

AI:Save Our Souls

A tech-infused immersive musical. Experience the future of storytelling where artificial intelligence meets the depths of human emotion.

Formal Certification Technologies for AI Safety

Developing the software infrastructure to make AI systems safe, with formal guarantees

FloraForge: Aesthetic Gene Editing in Petunias

A modular gene-editing platform for engineering new pigment patterns in ornamental plants, starting with a vein-pattern rescue line in petunias.

Fund thebes' model tinkering

Research, tutorial writing, and open-source libraries & tools for experimenting with language models

Software to detect data fabrication

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.

SDCPNs for AI Safety

Developing correct-by-construction world models for verification of frontier AI

Disentangling Political Bias from Epistemic Integrity in AI Systems

An Integrative Framework for Auditing Political Preferences and Truth-Seeking in AI Systems

Eradicate the hidden factory farming of feeder rodents

Developing and commercializing an alternative to feeder rodents—tackling one of the most neglected and high-suffering forms of factory farming.

AIVA OS: Causal Intelligence for Medicine

Reconstructs longitudinal patient state, identifies causal drivers, and runs simulations to prevent high severity clinical failures under fragmented data.