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Cisco Launches Low-Cost AI Models for Source Code Security

Security Week - Tue, 07/21/2026 - 1:44pm

The open-weight Antares models are designed to pinpoint known vulnerabilities in codebases faster and at a fraction of the cost of larger AI models.

The post Cisco Launches Low-Cost AI Models for Source Code Security appeared first on SecurityWeek.

Categories: SecurityWeek

Mark Papermaster says Europe’s commitment to interoperability and diversity of supply could become a strategic advantage as AI infrastructure grows more heterogeneous

Computer Weekly Feed - Tue, 07/21/2026 - 1:16pm
Mark Papermaster says Europe’s commitment to interoperability and diversity of supply could become a strategic advantage as AI infrastructure grows more heterogeneous
Categories: Computer Weekly

Show HN: Hexagonal Game of Life Explorer

Hacker News - Tue, 07/21/2026 - 1:04pm

I've been working on this Game of Life Explorer Webapp for a couple of years now (later with LLM assistance). It's a browser-based simulator for hexagonal cellular automata where you can design, clone, mutate and evolve rulesets. I'm using Rust/WASM, WebGL2 and Web Workers to get the highest possible performance despite running on a Web browser. I put a lot of effort and time into fleshing out the functionality to make it as easy and enjoyable to use as possible. Granted it takes a special kind of curiosity to enjoy playing around with Cellular Automata.

The features I enjoy the most:

- Constraining Rulesets to Rotational Symmetry

- Cloning and Mutating Rulesets

- Coloring Cells based on the Rule that caused their current state

Intentional limitations:

- Hexagonal Grid with a maximum size of 576x666 toroidally wrapped

- binary states

- neighbourhood distance of 1

Everything is 100% open-source, I really appreciate feedback.

Comments URL: https://news.ycombinator.com/item?id=48995088

Points: 1

# Comments: 0

Categories: Hacker News

A private enterprise AI gateway

Hacker News - Tue, 07/21/2026 - 1:03pm

Article URL: https://github.com/astaxie/TokenHub

Comments URL: https://news.ycombinator.com/item?id=48995071

Points: 1

# Comments: 0

Categories: Hacker News

Text as Music

Hacker News - Tue, 07/21/2026 - 12:59pm
Categories: Hacker News

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