AI Governance

NVIDIA has launched the Open Agent Safety Platform, an open reference design that enforces AI agent safety outside the agent itself. OpenShell, an Apache 2.0 runtime, sandboxes agents under YAML policies. Sentry, an out-of-band watchdog on BlueField-4 DPUs, can quarantine an agent that escapes its boundary in milliseconds. NVIDIA says over 100 organizations are working with the platform.

GGUF, GPTQ, AWQ, EXL2, and EXL3 solve the same problem in different ways. This guide separates file containers from quantization methods. It explains bits per weight, calibration, and hardware fit. Then it shows which format to pick for Macs, consumer GPUs, and production serving.

OpenAI can disclose misalignment before fixes exist. Its 6 initial reports include fabricated data and leaked API keys.

In this tutorial, we explore how to design production-grade safety for LLM-based applications using the NeMo Guardrails framework. We move beyond simple prompt filtering to implement a layered architecture, featuring deterministic PII redaction, retrieval filtering, output masking, and policy-based tool gating. By integrating stateful multi-turn evaluation and detailed activation tracing, we demonstrate how to build an auditable, secure, and cost-effective AI assistant capable of managing sensitive financial interactions while maintaining strict compliance standards

63% of organizations have no AI governance policy. Shadow AI is already running inside your stack — here is the data.

As Generative AI matures, so do the threats against it. AI Red Teaming has evolved from a niche security practice into a regulatory requirement. Our 2026 guide breaks down the top 19 tools—including Mindgard, Garak, and Microsoft’s PyRIT—to help security teams identify vulnerabilities like data leakage and bias before they reach production.

AI-related risks concern policymakers, researchers, and the general public. Although substantial research has identified and categorized these risks, a unified framework is needed to...

Large language models (LLMs) have gained significant attention in solving planning problems, but current methodologies must be revised. Direct plan generation using LLMs has...

Recently, the UK government-backed AI Safety Institute has introduced Inspect, an Artificial Intelligence (AI) safety review tool, as a major step towards improving the...

Natural language processing is one area where AI systems are making rapid strides, and it is important that the models need to be rigorously...

The UK's MHRA, The U.S. Food and Drug Administration (FDA), and Health Canada have come together to work on the ten basic guiding principles...

From Deep Blue's victory over chess grandmaster Garry Kasparov to AlphaGo being the first computer program to defeat a Go World Champion, unbeatable superhuman...

With the pandemic's arrival, the internet has become an even more integral part of everyone's daily existence. Because of the interconnectedness of our modern...

In today's world, Artificial Intelligence (AI) systems pose numerous challenges, such as ineffective or unsafe patient care, biases in hiring procedures, undermining people's privacy,...

Machine Learning (ML) and, in particular, Deep Learning is drastically changing the way we conduct business as now data can be utilized to guide...

A governance paradigm called "responsible AI" describes how a particular organization handles the ethical and legal issues around artificial intelligence (AI). Liable AI projects...

When you use a machine learning model to predict something, it is essential to know how reliable the predictions are. It is tough to...

According to observations, children with autism frequently speak more slowly than similarly developing kids. They differ in their speech in other ways, most notably...

Artificially Intelligent models, particularly those based on deep neural networks, have been viewed as black-box models since the rise of machine learning. This is...

For a long time, scientists have been concerned about the ever-increasing carbon footprint. The World Meteorological Organization recently stated that the global temperature has...

This Article is written as a summay by Marktechpost Staff based on the paper 'A federated graph neural network framework for privacy-preserving personalization'. All...

This Article is written as a summay by Marktechpost Staff based on the paper 'Joint Recommendation for Language Model Deployment'. All Credit For This...

This Article is written as a summay by Marktechpost Staff based on the 'AI Verify' Paper and post. All Credit For This Research Goes...