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107 items for “open models”: records, experiences, guides and model families. Source reports remain distinct from discoveries.

discovery · Source published 2026-09-28

NVIDIA adds an independent safety layer for AI agents.

AI agents can write code, use tools and keep working long after a person steps away. NVIDIA’s September 28 Open Agent Safety Platform launch puts permission controls outside the agent’s workload and offers a separate hardware-backed watchdog. The aim is to give people stronger control over what agents can reach; the launch does not establish that agents are now safe in every setting.

discovery · Source published 2026-10-27

Google’s Genie 4 adds sound and conversation to worlds you can explore

Google DeepMind’s new world model lets testers steer generated scenes while their surroundings and characters respond. Access remains limited, and a convincing scene is not a validated simulation.

discovery · Source published 2026-10-08

UW protein designers get more room to test new ideas

A computing grant gives UW researchers more capacity to explore protein designs, with open tools planned and laboratory evidence still essential.

discovery · Source published 2026-10-09

Your AI doesn’t have to live on someone else’s computer

Downloadable models can handle some everyday tasks on a device you own. That gives people a new choice about their prompts. Artists’ consent, land-use decisions and electric bills raise different questions.

discovery · Source published 2025-10-16

Rehearsing a fusion pulse before it happens

Google DeepMind and Commonwealth Fusion Systems announced a partnership in which CFS uses the open-source TORAX plasma simulator in daily workflows to test and refine SPARC operating plans before the tokamak is turned on.

discovery · Source published 2026-10-02

Apple plans a more deliberate boundary for agents and private data.

Apple plans additional Full Disk Access controls as autonomous AI agents become more capable. The announcement leaves implementation and timing open.

discovery · Source published 2026-10-19

Anthropic’s free OSS Scanner helped uncover a serious curl flaw. The fix is already out.

A maintainer-confirmed repair shows what AI-assisted security can deliver. Anthropic’s October 19 update also raises a bigger question: how do we give open-source defenders more capability without simply giving them more work?

discovery · Source published 2026-10-21

RFD4-Proteina gives researchers a new way to design proteins. The important results begin in the lab.

UW Medicine and NVIDIA have released a protein-design model with code, weights and experimental findings. The opportunity is to help more researchers test useful ideas—with clear limits on what the early evidence establishes.

discovery · Source published 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.

discovery · Source published 2023-04-05

SAM 1: selecting an object with a point or a box

The original 2023 Segment Anything release, now commonly called SAM 1, turns a click, box, or rough mask into an object segmentation, giving annotators and analysts an editable first pass across varied images.

discovery · Source published 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.

discovery · Source published 2023-06-08

Sketching music from words and melody

MusicGen generates music from a text description and can use an input melody as an additional condition, providing a downloadable tool for research and creative prototyping.

discovery · Source published 2022-02-16

A local visual-inspection workbench

Anomalib packages multiple anomaly-detection methods into a modular library for finding and localizing unusual regions in inspection images, with paths from experiments to optimized edge inference.

discovery · Source published 2025-11-18

A public archive that starts with your question.

The National Archives announced that its new The American Story museum exhibition would use AI-driven portals to tailor historical-record exploration to visitors' stated interests, with a route to revisit content online.

discovery · Source published date unknown

A GPU goes into orbit.

Starcloud says its Starcloud-1 satellite launched with an NVIDIA H100 and later trained nanoGPT in space.

discovery · Source published 2026-08-25

Reasoning weights with a permissive license.

IBM released Granite 4.2 weights in 3B, 8B, and 30B sizes under Apache-2.0, with reasoning and tool-calling capabilities.

discovery · Source published 2026-09-01

Two hundred and seven building blocks for AI in a browser.

Hugging Face released 207 versioned WebGPU kernels with tests and benchmarks under Apache-2.0 for developers building browser-based AI.

discovery · Source published 2019-05-01

A hybrid cooling system cut direct water use at an operating national-laboratory data center.

DOE reports that NREL’s thermosyphon hybrid system avoided 2.10 million gallons over two years and cut data-center water use in half by using dry heat rejection when weather allowed while retaining a cooling tower for peak conditions.

discovery · Source published 2026-10-02

Anthropic puts real deployment work at the center of AI training.

Claude Frontier Academy links engineering instruction to a workplace project. Its usefulness will depend on what participants can safely deliver afterward.

discovery · Source published 2025-08-28

CMU robots turned a sentence into a LEGO guitar

A 2025 Carnegie Mellon project shows what it takes to turn a description into a design that robots can actually build.