AWS Expands Tools for Enterprise AI, From Custom LLMs to On-Prem AI Hubs
AWS introduced new tools for enterprise customers to build and fine-tune custom large language models, alongside AI infrastructure offerings for on-premises deployments.
Agentic AI describes software that works toward an objective by deciding what to do next rather than waiting for a new instruction at every step. A typical agent interprets the goal, creates a plan, calls permitted tools, reviews the result, and adjusts when an action fails. This makes the approach useful for research, coding, customer operations, and other tasks that span several systems or decisions. Autonomy does not mean unlimited control: production agents should operate within explicit permissions, spending limits, data boundaries, and stopping rules. Logs and human approval checkpoints help teams trace decisions and intervene before an incorrect plan causes wider effects.
AWS introduced new tools for enterprise customers to build and fine-tune custom large language models, alongside AI infrastructure offerings for on-premises deployments.
DeepSeek has launched two new open-source AI models — V3.2 and V3.2-Speciale — that the company says match or exceed leading U.S. systems in advanced reasoning and tool-use tasks.
Amazon’s AI shopping assistant Rufus saw a sharp spike in Black Friday usage, fueling significantly higher purchase-conversion rates compared with non-AI sessions, according to new data from Sensor Tower and Adobe Analytics.
OpenAI and Perplexity introduced AI shopping tools this week, helping users find products through chat-based queries. Experts say startups with niche datasets may still outperform general-purpose chatbots.
Salesforce CEO Marc Benioff said he is abandoning ChatGPT in favor of Google’s new Gemini 3 AI, praising its speed, reasoning, and multimodal capabilities. The endorsement highlights growing competition in the AI sector.
Nvidia reported strong third quarter results driven by soaring demand for its data center GPUs and Blackwell architecture. The company raised its outlook as AI infrastructure spending accelerates.
Google has released Gemini 3, its most powerful AI model yet, offering advanced multimodal reasoning, coding capabilities, and agentic planning tools across multiple platforms.
xAI has launched Grok 4.1, a major model upgrade designed to deliver more creative, emotionally aware, and coherent interactions, with new Thinking and Non-Thinking variants now live across all xAI platforms.
Alibaba.com unveiled AI Mode at CoCreate Europe, integrating agentic AI into its platform to help businesses discover suppliers, optimize sourcing, and automate trade processes.
Google is introducing new AI-powered shopping experiences, including conversational search, agentic checkout, and Duplex-based store calls, designed to make online shopping faster, easier, and more natural ahead of the holiday season.