Tooling
Lasso Security highlights sampling drift risks in watermarked agent systems
Verification by Lasso Security reveals that watermarking large language models can cause sampling drift, which alters model outputs. The findings highlight the critical operational boundary required between AI proposals and autonomous execution across payments and regulatory compliance.
Tooling
Google launches Gemini 4 Argon globally to tackle complex enterprise workflows
Google has announced the global release of Gemini 4 Argon, a new artificial intelligence model designed for demanding business operations. The model focuses on supporting complex specialised workloads, including software development, financial analysis, and enterprise research tasks.
Research
Nvidia unveils ReplaySSM to accelerate hybrid model inference
Nvidia has introduced ReplaySSM, an inference mechanism designed to speed up hybrid large language models. The technique optimises generation by avoiding the need to write back state to memory. Developed as a collaborative research project, it addresses critical throughput bottlenecks in hybrid architectures.
