…sts more time and more tokens. Eventually the agent gives up. The model isn’t the constraint. Context is. That’s the constraint that GitLab Orbit removes. Now generally available, Orbit is t…
…present an alignment assessment of four incidents in which Claude models gained unauthorized access to real third-party systems. We described three of these incidents on July 30; we identifi…
… AI risks while maintaining our commitment not to train or deploy models unless we have implemented adequate safeguards. Key improvements include new capability thresholds to indicate when w…
… learning. GNoME is a state-of-the-art graph neural network (GNN) model. The input data for GNNs take the form of a graph that can be likened to connections between atoms, which makes GNNs p…
On July 30, we reported three incidents in which Claude models gained unauthorized access to real computer systems. The models—intentionally running without cyber safeguards for evaluation p…
… might use different techniques to assess the same type of threat model, and even when they use the same technique, the way they go about red teaming might look quite different in practice. …
…, content generation, or AI-driven services relied on pre-trained models, including large language models (LLMs) like GPT-2, which gained traction around 2018. These models generated respons…
…aps. Canonical module summaries. Hand-built manifests telling the model where things live. I wrote none of it. The agent reads config/routes.rb, follows the conventions Rails apps have agree…
…w it provides a unified interface for working with large language models. In part two, we dove into Microsoft.Extensions.VectorData and how it brings semantic search and RAG patterns to .NET…
…imits start. And the word “unlimited” almost always attaches to a model, a period, or a set of “marked features”, not to an account. Higgsfield runs several Seedance unlimited offers at once…