·AI Agents and LLMs
Responsible AI for Builders, Not Policymakers
Stop talking about ethics and start building with safety. Learn the practical engineering guardrails, audit trails, and logging strategies for responsible AI.
safety
14 articles
·AI Security
Module 15 Lesson 1: Intro to AI Guardrails
The safety net. Learn the core concepts of AI Guardrails—external security layers that monitor and control the flow of text into and out of an LLM.
·AI Security
Module 21 Lesson 2: AGI Existential Risk
The ultimate security challenge. Explore the theories of AGI (Artificial General Intelligence) risk, the 'Inscrutability' of superintelligence, and the 'Stop-Button' problem.
·AWS Bedrock
Module 14 Lesson 1: Agent Approval Flows
Safe Autonomy. How to implement 'Pause and Approve' patterns to ensure humans sign off on high-stakes AI actions.
·AWS Bedrock
Module 16 Lesson 2: Defending the Prompt
Prompt Injection Defense. Advanced strategies for preventing users from tricking your agent into tool misuse.
·AWS Bedrock
Module 20 Lesson 2: Multi-Stage Reasoning
Chain of Thought Orchestrated. How to build complex reasoning pipelines where multiple AI models check each other's work.
·AWS Bedrock
Module 9 Lesson 1: Bedrock Guardrails
Setting the Safety Net. How to use AWS Bedrock Guardrails to filter sensitive content and block inappropriate prompts.
·AWS Bedrock
Module 9 Lesson 2: Verification and Grounding
Fighting the Hallucination. Advanced techniques to ensure the AI stays strictly within the retrieved documentation.
·Generative AI
Module 2 Lesson 4: Hallucinations and Bias
Common failure modes. Why AI makes things up and how to detect biased or incorrect outputs.
·Generative AI
Module 6 Lesson 1: Responsible AI
The Weight of Creation. Discussing deepfakes, copyright, and the environmental impact of large-scale AI.
·Generative AI
Module 6 Lesson 2: Security and Privacy
Protecting the Prompt. Understanding prompt injection attacks and data leakage risks in AI systems.
·LangChain
Module 10 Lesson 3: Safety Limits (Max Iterations & Timeouts)
Guarding the Budget. How to prevent your agents from getting stuck in infinite loops and burning through your API credits.
·Agentic AI
Module 3 Lesson 5: Human-in-the-Loop Pattern
The safety net. When and how to pause an autonomous agent to ask for human approval.
·Agentic AI
Module 7 Lesson 5: Human Approval Nodes
The pause button. Implementing 'interrupts' that allow humans to review and edit agent state before final actions.