Insights from Keith Harrison-Broninski, CEO of Collaboration Tools Ltd

Insights from Keith Harrison-Broninski, CEO of Collaboration Tools Ltd

  • Defining safety as reducing risk “as low as reasonably practical.”
  • Building logical safety claims backed by real evidence through safety cases.

Podcast

Overview

Artificial Intelligence (AI) is transforming industries and daily life—but are we managing the risks effectively? In this insightful conversation, Keith Harrison-Broninski, CEO of Collaboration Tools Ltd and author, returns to discuss why making AI “safe” should be a priority for everyone and how established engineering approaches can guide us.

02:22 | What Does “Safe AI” Really Mean?

  • Defining safety as reducing risk “as low as reasonably practical.”
  • Building logical safety claims backed by real evidence through safety cases.
  • Why users instinctively double-check AI outputs before trusting them.
  • The danger of “weasel words” like “AI-generated,” which shift accountability without improving safety.

05:21 | Why AI Is Different From Traditional Technology

  • AI may be “just another technology,” but its learning capability changes everything.
  • The challenge of unpredictable outputs and endless input combinations.
  • Understanding the “blacker box” problem—AI systems becoming harder to interpret and audit over time.

13:32 | Regulation Alone Won’t Make AI Safe

  • Governments and ISO standards are creating AI governance frameworks.
  • Why compliance can become a checkbox exercise instead of meaningful safety practice.
  • The importance of applying practical systems-engineering methods to AI deployment.

21:44 | Turning Complex AI Risks Into Clear Safety Cases

  • Real-world examples of using AI to simplify technical safety documentation.
  • Introduction to Goal Structuring Notation (GSN) for mapping claims, evidence, and assumptions.
  • Using Bow Tie Diagrams to visualize threats, hazards, and consequences.
  • Why iterative audits and cross-functional collaboration are essential.

28:57 | Engineers vs. “Move Fast and Break Things”

  • Contrasting startup software culture with engineering safety culture.
  • Why fail-safes, redundancy, and layered protection matter in AI systems.
  • The need for a stakeholder ecosystem approach involving builders, users, and regulators.

35:06 | Closing the AI Accountability Gap

  • Applying aviation-grade safety principles to artificial intelligence.
  • How AI-powered tools are making advanced risk assessment easier and more scalable.
  • The opportunity to democratize safety-engineering practices.

41:49 | Building “Super Communities” With Trustworthy AI

  • Keith Harrison-Broninski’s vision for communities empowered by responsible technology.
  • Creating trustworthy, community-supporting applications.
  • Why “tech for good” depends on safety, transparency, and accountability.

RESOURCES:

Learn more about Keith Harrison-Broninski: LinkedIn 

Enjoyed this podcast?

Think a simple label like “AI-generated” will help? Keith Harrison-Broninski calls that a “weasel word.” It shifts responsibility onto the user while doing little to improve outcomes or safety.

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Profile

  • Keith Harrison-Broninski is the CEO of Collaboration Tools Ltd, as well as an author, keynote speaker, consultant, and magician.
  • He is known for his expertise in AI safety, trusted engineering methodologies, and operationalizing international AI standards and regulations.
  • Throughout his career, Keith has worked on critical systems in air traffic control, defense, and enterprise technology, focusing on reliability and trust.