Alibaba Pioneers Revenue Share on Open-Weight Models — the First Chinese Lab to Tax Deployment

Alibaba is pioneering a revenue-share model on open-weight Qwen3.8, the first Chinese lab to formalize monetization beyond API pricing. Tests whether Max-class performance can command deployment ...

AI infrastructure spending shifts in latest sign of deployment maturity

Enterprises are now pouring more resources into operating the technology at scale rather than on training models, according to Gartner.

No cloud, no GPUs, no problem: Liquid AI's new model LFM2.5-2.6B brings powerful AI agents to devices as small as a Raspberry Pi

Earlier this week, the AI startup Liquid, formed in by former MIT computer scientists, debuted LFM2.5-2.6B, a new open-weight ...

Pre-Deployment Simulations Are Vital To Developing Generative AI That Can Best Provide Mental Health Advice

Pre-deployment simulation is a new technique from OpenAI. It can be used to better shape AI-led mental health guidance. An AI ...
HackerNoon

Easiest Way to Deploy Open-Source Models to Production in 2026

You picked the open-source models. Now comes the hard part: production. Compare DIY inference, managed APIs, and SIE for ...
eWeek

UK Weighs Statutory AI Pre-Deployment Testing Amid Agent Security Incidents

UK officials are considering whether frontier AI testing should become statutory after agents from OpenAI and Anthropic ...
CSOonline

3 IAM deployment models: Which will work for your organization?

Each of the identity and access management platform deployment models--on-premises, cloud and hybrid--has trade-offs and different resource requirements. Identity and access management (IAM) platforms ...
Forbes

Beyond Innovation: Overcoming Challenges In Developing And Deploying AI Models

Artificial intelligence has become an important pillar for companies that truly want to reap rewards from their data-driven culture. To date, data science teams have successfully figured out how to ...