Frontier
Track research, releases, long-term trends and governance debates.
- Trends And Forecasts (3)
- Annual Reports (2)
- Research Feeds (293)
- Model Releases (310)
- Policy And Governance (89)
697 resources · page 20 of 22
CARLA
Creator not supplied; see original source.
CARLA simulator documentation: setup, Python API, sensors and scenarios for autonomous-driving research.
Chemprop
Creator not supplied; see original source.
Chemprop documentation: PyTorch framework for training message-passing neural networks for molecular property prediction.
CityLearn
Creator not supplied; see original source.
CityLearn documentation: open-source Gymnasium environment for reinforcement learning in building energy and demand response.
ClimaX
Creator not supplied; see original source.
ICML 2023 paper ClimaX: a foundation model for weather and climate.
Samuel Bendett (CNA)
Creator not supplied; see original source.
CNA expert page for Samuel Bendett, who analyses Russian military technology, drones and autonomous systems.
New CNAS Report Examines the Role of AI in Russia's Confrontation with the West
Creator not supplied; see original source.
CNAS press release on its May 2024 report on the role of AI in Russia's confrontation with the West.
Autonomous chemical research with large language models (Coscientist)
Creator not supplied; see original source.
Nature paper (2023) on Coscientist, autonomous chemical research with large language models.
CSET: Harnessed Lightning (PLA and AI)
Creator not supplied; see original source.
CSET report Harnessed Lightning analysing Chinese PLA procurement of AI from public contract records.
U.S. and Chinese Military AI Purchases (CSET)
Creator not supplied; see original source.
CSET report analysing US and Chinese military purchases of AI systems from procurement records.
CSIS Wadhwani AI Center
Creator not supplied; see original source.
CSIS Wadhwani AI Center: research on AI governance, geopolitics and national security.
DDPM
Creator not supplied; see original source.
arXiv paper (2020) "Denoising Diffusion Probabilistic Models", introducing DDPM image generation by learning to reverse a gradual noising process.
DeepONet (Lu et al.)
Creator not supplied; see original source.
arXiv paper (2019) introducing DeepONet for learning nonlinear operators of differential equations.
DiT (Scalable Diffusion Transformers)
Creator not supplied; see original source.
arXiv paper (2022) introducing Diffusion Transformers (DiT), scalable diffusion models with transformer backbones.
Domain randomization for sim-to-real
Creator not supplied; see original source.
arXiv paper (2017) introducing domain randomization for transferring networks trained in simulation to real robots.
Dstl assurance of AI and autonomous systems
Creator not supplied; see original source.
Dstl biscuit book on assurance of AI and autonomous systems: requirements, data, algorithms and system integration.
Essentia
Creator not supplied; see original source.
Essentia documentation: open-source library from UPF for audio and music analysis, with ML models.
Flow Matching
Creator not supplied; see original source.
arXiv paper (2022) "Flow Matching for Generative Modeling", introducing flow matching for training continuous normalising flows.
Fourier Neural Operator (Li et al.)
Creator not supplied; see original source.
arXiv paper (2020) introducing the Fourier Neural Operator for learning parametric PDE solutions.
FuXi Weather
Creator not supplied; see original source.
arXiv PDF (2024) of FuXi Weather, an end-to-end ML system forecasting directly from raw observations.
GANs (Goodfellow)
Creator not supplied; see original source.
arXiv paper (2014) by Goodfellow et al. introducing generative adversarial networks (GANs) and adversarial training.
Gemini image generation got it wrong (postmortem)
Creator not supplied; see original source.
Google post explaining what went wrong with Gemini's image generation of people and the planned fixes.
GenCast paper
Creator not supplied; see original source.
arXiv paper (2023) introducing GenCast, a diffusion-based ensemble model for medium-range weather forecasting.
Global Fishing Watch research
Creator not supplied; see original source.
Global Fishing Watch research page: studies using machine learning and satellite data on ocean activity.
Scaling deep learning for materials discovery (GNoME)
Creator not supplied; see original source.
Nature paper (2023) on GNoME, scaling deep learning to discover new stable materials.
GraphCast paper
Creator not supplied; see original source.
arXiv paper (2022) introducing GraphCast, a graph neural network for medium-range global weather forecasting.
Grid2Op
Creator not supplied; see original source.
Grid2Op documentation: Python framework for developing and testing control agents on simulated power grids.
Hi3D 产品概述
Creator not supplied; see original source.
Hi3D API overview in Chinese: Math Magic's 3D generation service that turns 2D images into 3D models.
Hi3D API introduction
Creator not supplied; see original source.
Hi3D API introduction: image-to-3D generation API from Math Magic based on its Sparc3D and Ultra3D models.
Intern-S1: A Scientific Multimodal Foundation Model
Creator not supplied; see original source.
arXiv PDF (2025) of the Intern-S1 technical report, Shanghai AI Laboratory's scientific multimodal model.
JSP 936: Dependable AI in defence, Part 1 directive
Creator not supplied; see original source.
JSP 936 Part 1: UK MOD directive on dependable AI in defence, the main policy for safe AI adoption.
KAN: Kolmogorov-Arnold Networks
Creator not supplied; see original source.
arXiv paper (2024) introducing Kolmogorov-Arnold Networks (KAN) with learnable activation functions on edges.
Champion-level drone racing using deep reinforcement learning (Swift)
Creator not supplied; see original source.
Nature paper (2023) on Swift, a deep RL drone that beat human champions in drone racing.