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AI fundamentals in 5 parts: Probability Engine, Art of the Prompt, Hallucinations, Workflows, Human-AI Partnership
Managing risk, ethics, and policy in an autonomous world.
Advanced Claude AI for professionals: prompting, tools, agents, safety, and production patterns. Intermediate audience. Keep each section practical and concise.
Technical red-teaming and protecting autonomous systems.
Running agents on phones and local hardware.
Technical "grading" frameworks for non-deterministic code.
Autonomous systems for fraud, risk, and fiscal reporting.
When to customize weights using LoRA and PEFT.
Ensuring 100% reliability in how LLMs trigger external software.
Focus on deployment, scaling, and production monitoring.
Using the new universal standard for agent-to-tool connections.