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Open intelligence

Models, access, ideas to build on. A place to discover developments quickly, then stay with the questions that matter to you.

See the work.

Newest source publications first. These are source dates, not live activity.

DISCOVERY · 2025-04-28

A security model for a SOC's own evidence ↗

Foundation-Sec-8B is a cybersecurity-focused Llama 3.1 derivative that organizations can download and adapt for security operations work involving their own alerts, cases, and threat knowledge.

Emerging · Cisco Foundation AI
DISCOVERY · 2025-03-13

A model whose full recipe is visible. ↗

Ai2 released OLMo 2 32B, a language model accompanied by publicly available data, code, weights, training details, and a reproducible training recipe.

Demonstrated · Ai2
DISCOVERY · 2025-02-20

A sign can be practiced and contributed. ↗

NVIDIA and partners launched Signs, an interactive platform for ASL learning and a validated sign-language dataset.

Emerging · NVIDIA / American Society for Deaf Children / Hello Monday
DISCOVERY · 2025-01-16

Proposing materials for a desired property ↗

MatterGen generates candidate inorganic crystal structures while conditioning on properties a researcher wants, changing the starting point from searching a known catalog to proposing structures for testing.

Demonstrated · Microsoft Research
DISCOVERY · 2024-12-03

Adapting one Earth model to many maps ↗

Prithvi-EO-2.0 is a geospatial foundation model that can be adapted to Earth-observation tasks such as flood mapping, crop classification, and land-use analysis.

Demonstrated · NASA and IBM Research
DISCOVERY · 2024-11-15

Assembling biological model workflows ↗

BioNeMo brings biological foundation models and training components into one framework for protein, molecular, and drug-research experiments.

Emerging · NVIDIA
DISCOVERY · 2024-06-13

Teaching a robot from demonstrations ↗

OpenVLA gives robotics teams a pretrained vision-language-action model plus instructions for fine-tuning it on their own robot demonstrations.

Experimental · Stanford, UC Berkeley, and Toyota Research Institute collaborators
DISCOVERY · 2024-05-20

Adapting one robot policy across nine platforms ↗

Octo is a generalist manipulation policy trained on the Open X-Embodiment dataset and evaluated as a reusable starting point for robots with different sensors, action spaces, and physical forms.

Demonstrated · UC Berkeley, Stanford University, Carnegie Mellon University, and Google DeepMind collaborators
DISCOVERY · 2024-01-22

Giving medical-image annotators an editable first boundary ↗

MedSAM adapts promptable segmentation to medical images and provides interactive tools for delineating structures or lesions for research annotation workflows.

Experimental · University research collaborators led by the University of Toronto
Across worlds: other records Bright met the same way ↗