AI Context: What It Is, How It Works, and Its Real Limits
AI context is the information a model can reference in one request. Learn what fills the context window, real 2026 window sizes, and why accuracy drops.
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AI context is the information a model can reference in one request. Learn what fills the context window, real 2026 window sizes, and why accuracy drops.
Microsoft AI has just unveiled one of its most significant bets in artificial intelligence to date: a family of seven new AI models developed in-house under the MAI brand. But the...
Image To understand how frontier AI companies (like OpenAI, Google, or Anthropic) build AI Models, you should first know a very fundamental concept...
For almost a decade, AI researchers have been obsessed with one kind of artificial intelligence—large language models (LLMs), which they train to write, talk, and reason using word...
How agentic workflows can automate architecture debates, compare tradeoffs and produce stronger software designs
Over the past two years, I’ve had hundreds of conversations about AI with regulators, financial institutions, engineers, executives, and skeptics. What keeps coming up is how much...
In this article, we will build a simple understanding of the following: What a model is Why a model needs tools What tools are How an agent uses tools Model vs. ChatGPT Befor...
Target SVP Siobhán Mc Feeney says the AI models her company runs aren't what gives Target its edge — everything built around them is."There's a lot in it. That to us is the moat,"...
A new framework helps AI better understand complex visual documents like presentation slide decks, brochures, and reports.
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Growing adoption of agentic AI is exposing the limitations of single-stack infrastructure, prompting enterprises to rethink how models, hardware and sovereignty are managed
Last October, I published a blog proposing a different mental model for AI agents: Treat them as cognitive skills and products, not as digital employees. That framing has since res...
There's an important distinction between AI that just works today, and AI that lasts at scale. Many companies optimize hard for the first one without ever asking whether they're bu...
AI Doesn't Replace Your Architecture; It Becomes Part of It Picture this. Your team has just integrated a large language model into your enterprise application. The demo looked com...
From mindset to system design — real-world use cases across 7 industries, 4 architecture case studies, and a full system design…Continue reading on Medium »
Independent agencies have no shortage of AI-powered solutions to choose from. Tools that can reduce manual work, improve speed, and support better decision-making are everywhere in...
AI mimics human visual attention to improve artistic design evaluation accuracy and help designers create visually appealing products while preserving cultural identity. Researcher...
The Economist scored 25 frontier AI models on the World Values Survey. Lab of origin is a weaker predictor than training & alignment choices : Gemini & Qwen are neighbors,...
The world’s most advanced AI companies just learned a lesson that enterprises have understood for decades: Technology doesn’t create value — solutions do. Our 2024 Forrester Wave™...
Generative AI models are getting better every month. Using them is not. You still have to pick the right model, write the right prompt, and fiddle with settings before achieving de...
Large language models have evolved from simple chat interfaces into autonomous systems capable of planning, reasoning, and interacting with external tools. The next stage of this e...
AI stands for artificial intelligence, yet I prefer the term Dr. Venkat Subramaniam used in one of his talks: Accelerated Inference. To my mind, it is far more accurate, so I have...
You are a software engineer. Your craft honed through years of careful practice. Then suddenly, there are these chatbots and agents. Overnight, your colleagues got a new title on L...
After a few years of monitoring and studying corporate AI implementations, I’m still puzzled by one thing: most of them begin with a discussion of the model being used. Should we g...
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