Nvidia Nemotron 3 Ultra - Output tps Blackbox AI -> 420 CoreWeave -> 261.7 Together AI -> 249.3 Nebius -> 140.7 GMI -> 124.7

Docker inside ▲ Sandbox live 𝚗𝚘𝚠

I want to keep everyone updated on the details of the security investigation. The team performed an in-depth analysis to search for root causes and to better understand the behavior of the threat actor. We cast a very wide net, pulling and processing nearly a petabyte of logs of the entire Vercel Network and API, extending well beyond the initial Context[.]ai compromise. We now understand that the threat actor has been active beyond that startup's compromise. Threat intel points to the distribution of malware to computers in search of valuable tokens like keys to Vercel accounts and other providers. Once the attacker gets ahold of those keys, our logs show a repeated pattern: rapid and comprehensive API usage, with a focus on enumeration of non-sensitive environment variables. As a result: ◾We've deepened and widened our collaboration with partners across the industry, like Microsoft, AWS and Wiz, to further protect the broader internet. ◾ We've notified other suspected victims of this threat actor, independent of this event, encouraging them to rotate credentials and adopt best practices. We've also shipped a bunch more product enhancements. I'm extremely thankful to our team and industry partners for working around the clock. For more details on the ongoing investigation, refer to our security bulletin: vercel.com/kb/bulletin/verce…

Community is your only moat.

Model collection: huggingface.co/collections/m…

Does any of it violate copyright? According to Anthropic itself, their devs do not write any code by hand. As far as I know, AI-generated code is not copyrightable under US law. So correct me if I'm wrong, but you should not be able to use the DMCA to take down this code, right?

the @multigres operator is now open source progress so far: ◆ Direct pod management ◆ Zero-downtime rolling upgrades ◆ pgBackRest PITR backups ◆ Observability with OTel tracing link to repo in thread

Vercel team left their mark on wonderful Arizona this week for our company offsite 🇺🇸😄 So excited to push the frontier with such amazing colleagues and friends

To manage growing demand for Claude we're adjusting our 5 hour session limits for free/Pro/Max subs during peak hours. Your weekly limits remain unchanged. During weekdays between 5am–11am PT / 1pm–7pm GMT, you'll move through your 5-hour session limits faster than before.

Use /schedule to create recurring cloud-based jobs for Claude, directly from the terminal. We use these internally to automatically resolve CI failures, push doc updates, and generally power automations that you want to exists beyond a closed laptop