Over the past several months, we have substantially hardened the security of our research training environment. We’ve removed live internet access for all frontier models during training and built an offline world for them to use instead—a cached version of the web where they can still learn to browse, search, and use applications.
On September 20, after a model exploited a DNS misconfiguration to find a way outside of this offline world, we paused frontier training to strengthen containment further. We assembled teams of agents, powered by our most cyber-capable models, and tasked them with finding weaknesses in our research environments.
While they found no route to the internet they could easily exploit while concealing their activity from our monitors, they did find zero-day vulnerabilities, virtual machine escapes, and hardware side-channels for communication between agents. We used their discoveries to further strengthen our defenses and contribute fixes to open-source software.
After strengthening our containment architecture, we resumed our frontier RL training and inference on October 1. We’ve reserved substantial compute for continuous red-teaming, and made high-compute red-teaming part of the safety cases we use to decide whether frontier training and evaluation can proceed securely.
openai.com/index/securing…
Turn a single image into a character that can talk, laugh and whisper.
Upload your character, write their script, and direct the performance with audio tags. Chimera voices them with Eleven v4 and brings them to life on screen with Seedance 2.5.
What if your character could finally say it themselves? With Chimera they can.
Chimera pairs two of the world’s leading models, Eleven v4 and Seedance 2.5, to create realistic video with rich, emotional voices.
In ElevenCreative, create or upload a character, write their line,
NVIDIA and TCV are now investors in Higgsfield.
“The first thing and the last thing is you invest in people, not companies.” — Jensen Huang
That's one hell of an endorsement...
Jensen Huang: “… the founders of Higgsfield are visionary in the work that they do … but these are some of the brightest people in the world.”
We're grateful to Jensen and the teams at NVIDIA and TCV for believing in us. Both companies have joined Higgsfield as investors in
Introducing Higgsfield Genjutsu Lite.
Drop your photo into any trending video and you're in it.
Generations cost 3.5x less at 720p and 5x less at 1080p.
Available now on Higgsfield and via API. Genjutsu and Genjutsu Lite are free to try in select regions.
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