2025-04-17
Retrieval-Augmented Generation: SMBs’ Solution for Utilizing AI Efficiently and Effectively
As Artificial Intelligence (AI) continues to dominate headlines, the focus of conversation is shifting to the outcomes and implications for businesses. Many large enterprises are using AI to automate repetitive tasks, like accounting, and increase operational efficiency overall. AI has shown value for the large organizations that have resources to carefully implement it through their […]
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2025-11-16
From shiny object to sober reality: The vector database story, two years later
When I first wrote “Vector databases: Shiny object syndrome and the case of a missing unicorn” in March 2024, the industry was awash in hype. Vector databases were positioned as the next big thing [...]
2025-10-24
Mistral launches its own AI Studio for quick development with its European open source, proprietary models
The next big trend in AI providers appears to be "studio" environments on the web that allow users to spin up agents and AI applications within minutes. Case in point, today the well-funded [...]
2025-10-02
'Western Qwen': IBM wows with Granite 4 LLM launch and hybrid Mamba/Transformer architecture
IBM today announced the release of Granite 4.0, the newest generation of its homemade family of open source large language models (LLMs) designed to balance high performance with lower memory and cost [...]
2025-11-20
Grok 4.1 Fast's compelling dev access and Agent Tools API overshadowed by Musk glazing
Elon Musk's frontier generative AI startup xAI formally opened developer access to its Grok 4.1 Fast models last night and introduced a new Agent Tools API—but the technical milestones were imm [...]
2025-11-06
Why Google’s File Search could displace DIY RAG stacks in the enterprise
By now, enterprises understand that retrieval augmented generation (RAG) allows applications and agents to find the best, most grounded information for queries. However, typical RAG setups could be an [...]
2025-11-07
NYU’s new AI architecture makes high-quality image generation faster and cheaper
Researchers at New York University have developed a new architecture for diffusion models that improves the semantic representation of the images they generate. “Diffusion Transformer with Represent [...]
2025-11-13
Inside LinkedIn’s generative AI cookbook: How it scaled people search to 1.3 billion users
LinkedIn is launching its new AI-powered people search this week, after what seems like a very long wait for what should have been a natural offering for generative AI.It comes a full three years afte [...]
2025-10-19
The teacher is the new engineer: Inside the rise of AI enablement and PromptOps
As more companies quickly begin using gen AI, it’s important to avoid a big mistake that could impact its effectiveness: Proper onboarding. Companies spend time and money training new human workers [...]