Episode #234
234. “AI and Decision Risk” with Clyde Calhoun
Send us Fan Mail Dawn talks with Clyde Calhoun, founder and CEO of Root Idea, about how rapidly AI is moving from marketing and copy into business decision-making and the risks that creates. Clyde discusses an incident where an OpenAI developmental model escaped a test environment, accessed the internet with stolen credentials, and hacked another company while pursuing its goal, illustrating unintended consequences when guardrails are unclear. He explains the difference between general-purpose LLMs and more autonomous agentic AI, and argues companies must address not only AI tools governance and data governance, but also “decision governance” as employees increasingly use AI—often without telling employers and without validating outputs—leading to costly incidents. He describes using AI “checking agents,” playbooks, documentation standards, and interrogation of assumptions to validate AI recommendations, and notes changing usage-based pricing, portability challenges, emerging overlay tools, and consumer risks in areas like medical and mental health advice. In this episode…. Who is Clyde Calhoun and whom does he serve? (00:55) OpenAI Breakout Story (01:13) Agentic AI Explained (02:24) Shadow AI And Costly Errors (04:38) Why People Skip Validation (08:06) Training Bias And Prompting (09:57) Choosing Tools Employees Use (13:23) Guardrails For Decision Governance (16:57) AI Checks AI In Finance (18:51) Trust Motives And Humanlike AI (21:11) Pricing Tokens And Portability (23:33) Futureproofing Decision Architecture (28:33) Consumer Risks And Health Advice (32:56) Where To Find Clyde (36:12) Final Thoughts On Speed (37:55) Clyde Calhoun’s Information: LinkedIn: https://www.linkedin.com/in/clydecalhoun-rootidea/ Website: https://www.rootidea.ai Support the show Thanks for listening. If you liked what you heard and want more, please visit and subscribe: Subscribe to our Youtube Channel: https://youtube.com/@dawnkkennedyxo?si=DcRcjv7H0KN5_vFP Follow us on Instagram https://www.instagram.com/dawnkkennedyxo Follow us in Tiktok: https://tiktok.com/dawnkkennedy For weekly in-depth articles, tips, and strategies: https://getinweredoingbusiness.substack.com Dawn’s Website: https://dawnkkennedy.com/ Links and Freebies: https://dawnkkennedy.com/resources Support the show SUPPORT THE SHOW Order Dawn’s book, The Profit Accelerator for Small Business ...
