HM Godoy

Video by OpenSourceLowTech via YouTube

A quick and dirty description of how the device basically functions.

Source

Video by OpenAI via YouTube

GPT-6 Astra achieves state-of-the-art results on benchmarks for long-running computer-use tasks across professions and desktop apps, which means anything you can do on a computer, Astra can do for you, fast.

It’s also the best model for software engineering to date and our most aligned model yet, with improvements in honesty and reductions in deceptive behavior.

GPT-6 Astra is rolling out today for enterprises and customers in our Trusted Access Program, with broad availability in ChatGPT Work and Codex coming to Plus, Pro, Business and Enterprise plans, and API and AWS customers in the next few days.

To experience Astra at its best, use the ChatGPT desktop app.

“Put That There" clip courtesy of MIT Media Laboratory, Chris Schmandt, and Eric Hulteen.

Source

Video by OpenCV via YouTube

The goal behind this session is to explain to developers how Visual SLAM maps differ from VPS maps, and how to approach challenges such as short-term and long-term relocalization. We will also explore the differences between machine-readable and human-readable maps, and why both need to coexist to support orchestration and coordination tasks occurring within the same physical space.

OpenCV is a 501(c)(3) registered non-profit in the United States. See how you can support open source CV & AI: http://opencv.org/support/

Watch along for your chance to win during our live trivia segment, and participate in the live Q&A session with questions from you in the audience.

Become a paid member of the channel to help us make more episodes https://www.youtube.com/channel/UCkrcW82Y2kbgU-U9RaYfgxw/join

Got a cool project of your own? Send it to us and you may be featured https://www.jotform.com/form/233105358823151

Thumbnail by Natalia de la Rosa natdlrs.com

Source

Video by PyTorch via YouTube

Richard Liaw of Ray discusses the project’s focus on building useful, critical AI infrastructure and the importance of Ray within the broader AI stack. He also speaks about maintaining Ray as an open, well-governed project that continues to evolve with its community.

PyTorch Conference North America returns October 20–21, 2026, in San Jose.

Register: https://hubs.la/Q04w5M9L0

Source

Video by NetApp Instaclustr via YouTube

With Instaclustr you can put Iceberg tables on FSxN and querying it with ClickHouse.

Try it for yourself with a free 30 day trial: https://console2.instaclustr.com/signup

Source

Video by FINOS via YouTube

Measuring AI developer productivity is harder than just counting merged PRs. The real test? Using AI to drastically reduce your organization’s vulnerability backlog from 500,000 to 100,000. See how quantifying CWE and CVE reduction proves actual security ROI. Discover how collaborative initiatives like FINOS OSERA help developers securely manage dependencies at scale. #DevSecOps #AI #OSERA

Source

Video by Sudo Show via YouTube

Linux does not need to imitate Windows to be useful. Michael Tunnell, Bill, Neal, and Noel explain why switching with an open mind matters, why Windows is not inherently “easy,” and how Linux offers its own workflows, tools, and freedoms worth learning.

Source