AI Unleashed: A Business Owner's Playbook

By Benjamin Spooner

A gentle, newbie-friendly entry point into AI fundamentals, setting the stage for practical business applications without overwhelming technical jargon.
- What is AI? A simple overview: AI as machines mimicking human intelligence, from rule-based systems to modern learning models.
- Transformers explained: The building blocks of today's AI-think of them as super-efficient "brains" that process vast amounts of text by focusing on relationships between words, enabling tools like ChatGPT to generate human-like responses.
- AI agents demystified: Beyond chatbots, agents are autonomous "workers" that can plan, execute tasks, and learn from interactions, like a virtual assistant that handles emails, schedules, and decisions on its own.
- Key concepts for beginners:
- Context: The "memory" AI uses-information fed into a model to inform its responses (e.g., uploading your business FAQs to tailor answers).
- Context fetching: How AI retrieves relevant data dynamically, such as pulling from databases or web searches to stay current.
- Limitations of context: Token limits (e.g., models can only "remember" so much at once, leading to potential forgetfulness or errors in long conversations); strategies to manage this, like summarizing inputs.
- Differences in models: Open-source vs. proprietary (e.g., Llama vs. Grok), size (smaller for speed, larger for complexity), and fine-tuning (customizing for specific tasks).
- Training vs. inference: Training is the resource-intensive "learning" phase (done by developers, not users); inference is the fast "using" phase where you query the model for outputs-affordable and accessible for businesses.
- Why this matters for you: These basics empower non-tech-savvy owners to choose tools wisely and avoid common pitfalls, paving the way for real ROI.

• Format: Paperback
• Language: English
• ISBN: B0FMMSZVC2
• ISBN13: 9798296716101
• Release Date: August 2025
• Publisher: Independently published
• Length: 119 Pages
• Weight: 0.38 lbs.
• Dimensions: 9.0" x 0.3" x 6.0"