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Engineering Trust — AI Safety for Developers

For engineers building safe and trustworthy AI systems

Half-day workshopWorkshop
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Program Overview

What This Program Covers

As AI systems take on more consequential roles, the engineers who build them have a responsibility to understand the safety, fairness, and trust implications of their work. This program teaches developers the practical engineering techniques for building AI systems that are safe, fair, explainable, and worthy of user trust.

What You'll Learn

  1. 1Apply AI safety principles to real engineering decisions
  2. 2Implement output filtering and content moderation systems
  3. 3Detect and mitigate bias in AI applications
  4. 4Build explainability features that help users understand AI decisions
  5. 5Design human-in-the-loop systems for high-stakes AI decisions
  6. 6Implement privacy-preserving AI patterns
  7. 7Conduct AI risk assessments for new features and systems

Outline

Program Snapshot

Module 1 — AI Safety Engineering

  • ›Safety principles for AI systems
  • ›Failure mode analysis for AI features
  • ›Output filtering and guardrail design
  • ›Hands-on: build a content moderation system

Module 2 — Fairness and Bias

  • ›Sources of bias in AI systems
  • ›Bias detection and measurement techniques
  • ›Mitigation strategies in practice
  • ›Hands-on: audit an AI system for bias

Module 3 — Explainability and Trust

  • ›Why explainability matters to users
  • ›Engineering explainability into AI features
  • ›Human-in-the-loop design patterns
  • ›Hands-on: add explainability to an AI feature

Module 4 — Privacy and Risk

  • ›Privacy-preserving AI techniques
  • ›AI risk assessment frameworks
  • ›Regulatory considerations (EU AI Act, etc.)
  • ›Building a responsible AI practice

Who This Is For

  • Software engineers building AI features
  • ML engineers and AI platform engineers
  • Product managers working on AI products
  • Engineering leads setting AI standards

Prerequisites

  • Experience building software professionally
  • Basic familiarity with AI/ML concepts helpful
  • No formal AI safety background required

Bring This Program to Your Team

Every bILTup program is fully customized to your team's tech stack, goals, and timeline. Tell us about your team and we'll design something built specifically for you.

Request This Program