AI Archives - ThebusinessSeries

How to Orchestrate a Fully Autonomous Multi-Agent Research and…

arthur.wayne@thebusinessseries.comDecember 17, 2025

In this tutorial, we implement how we build a small but powerful two-agent CrewAI system that collaborates using the Gemini Flash model. We set up our environment, authenticate securely, define specialized agents, and orchestrate tasks that flow from research to structured writing. As we run the crew, we observe how each component works together in […]

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5 AI Model Architectures Every AI Engineer Should Know

arthur.wayne@thebusinessseries.comDecember 13, 2025

Everyone talks about LLMs—but today’s AI ecosystem is far bigger than just language models. Behind the scenes, a whole family of specialized architectures is quietly transforming how machines see, plan, act, segment, represent concepts, and even run efficiently on small devices. Each of these models solves a different part of the intelligence puzzle, and together […]

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Nanbeige4-3B-Thinking How a 23T Token Pipeline Pushes 3B…

arthur.wayne@thebusinessseries.comDecember 13, 2025

Can a 3B model deliver 30B class reasoning by fixing the training recipe instead of scaling parameters? Nanbeige LLM Lab at Boss Zhipin has released Nanbeige4-3B, a 3B parameter small language model family trained with an unusually heavy emphasis on data quality, curriculum scheduling, distillation, and reinforcement learning. The research team ships 2 primary checkpoints, […]

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How to Design a Fully Local Agentic Storytelling Pipeline…

arthur.wayne@thebusinessseries.comDecember 12, 2025

In this tutorial, we build a fully local, API-free agentic storytelling system using Griptape and a lightweight Hugging Face model. We walk through creating an agent with tool-use abilities, generating a fictional world, designing characters, and orchestrating a multi-stage workflow that produces a coherent short story. By dividing the implementation into modular snippets, we can […]

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OpenAI Introduces GPT 5.2 A Long Context Workhorse For Agents,…

arthur.wayne@thebusinessseries.comDecember 11, 2025

OpenAI has just introduced GPT-5.2, its most advanced frontier model for professional work and long running agents, and is rolling it out across ChatGPT and the API. GPT-5.2 is a family of three variants. In ChatGPT, users see ChatGPT-5.2 Instant, Thinking and Pro. In the API, the corresponding models are gpt-5.2-chat-latest, gpt-5.2, and gpt-5.2-pro. Instant […]

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CopilotKit v1.50 Brings AG-UI Agents Directly Into Your App…

arthur.wayne@thebusinessseries.comDecember 11, 2025

Agent frameworks are now good at reasoning and tools, but most teams still write custom code to turn agent graphs into robust user interfaces with shared state, streaming output and interrupts. CopilotKit targets this last mile. It is an open source framework for building AI copilots and in-app agents directly in your app, with real […]

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