Inference

A recent study highlights the limitations of traditional Multi-Factor Authentication (MFA) in preventing lateral movement and privilege escalation within an organization's Active Directory, even when all MFA checks pass and login attempts appear legitimate. This finding underscores the need for more advanced security measures to detect and prevent insider threats. Practical implication for engineers building AI systems is to consider integrating more sophisticated threat detection and prevention capabilities into their security frameworks.

Agentic AI inference at one-tenth the cost per token with NVIDIA Vera Rubin NVL72. Agent sandboxes run 50% faster on NVIDIA Vera than traditional CPUs — while enterprise data queries are up to 3x faster with the Vera CPU. And 5,000 enterprises like Lilly, Samsung and Honeywell are running AI workloa...

As companies move from testing AI to broader adoption, the biggest challenge is building scalable AI inference systems that perform without breaking the budget. The next wave of AI won’t be won on raw power alone — it will be decided by who can do more with less. When AI inference first took o...

Dutch artificial intelligence infrastructure giant Nebius Group N.V. said today it’s recruiting the core engineering team from AI orchestration software firm Clarifai Inc. in an effort to boost its managed inference services. As part of the deal, Nebius is also snapping up Clarifai’s portfolio of pa...

Today, Amazon SageMaker AI introduces OpenAI-compatible API support for real-time inference endpoints. If you use the OpenAI SDK, LangChain, or Strands Agents, you can now invoke models on SageMaker AI by changing only your endpoint URL. You don’t need a custom client, a SigV4 wrapper, or code rewri...

As enterprises push AI beyond the pilot stage, the cost and complexity of running inference at scale are forcing a fundamental rethink of how infrastructure is designed, governed and sourced, putting horizontal cloud — one shared foundation for running workloads across the enterprise — at the center...

Voice agents, live captioning, contact center analytics, and accessibility tools all depend on real-time speech-to-text, where your application streams audio in and receives transcription back simultaneously over a single persistent connection. Traditional request-response inference falls short here...