ai/ml

Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling

Standard discrete diffusion models treat all unobserved states identically by mapping them to an absorbing [MASK] token. This creates an…

4 days ago

Implement automated smoke testing using Amazon Nova Act headless mode

Automated smoke testing using Amazon Nova Act headless mode helps development teams validate core functionality in continuous integration and continuous…

4 days ago

Announcing MCP support in Apigee: Turn existing APIs into secure and governed agentic tools

Today, we expanded Google’s support for Model Context Protocol (MCP) with the release of fully-managed, remote MCP servers, giving developers…

4 days ago

Semantic Mastery: Enhancing LLMs with Advanced Natural Language Understanding

Large language models (LLMs) have greatly improved their capability in performing NLP tasks. However, deeper semantic understanding, contextual coherence, and…

5 days ago

Real-world reasoning: How Amazon Nova Lite 2.0 handles complex customer support scenarios

Artificial intelligence (AI) reasoning capabilities determine whether models can handle complex, real-world tasks beyond simple pattern matching. With strong reasoning,…

5 days ago

From adoption to impact: Putting the DORA AI Capabilities Model to work

The 2025 State of AI-assisted Software Development report revealed a critical truth: AI is an amplifier. It magnifies the strengths…

5 days ago

How AWS delivers generative AI to the public sector in weeks, not years

When critical services depend on quick action, from the safety of vulnerable children to environmental protection, you need working AI…

6 days ago

SO-Bench: A Structural Output Evaluation of Multimodal LLMs

Multimodal large language models (MLLMs) are increasingly deployed in real-world, agentic settings where outputs must not only be correct, but…

1 week ago

Using MCP with Web3: How to secure agents making blockchain transactions

At Google Cloud, we sit at a unique intersection of two transformative technologies: AI and Web3. The rise of AI…

1 week ago

Engineering more resilient crops for a warming climate

Scientists are using AlphaFold to strengthen a photosynthesis enzyme for resilient, heat-tolerant crops.

1 week ago