Ep 476: Top Reason For AI Failure - Cognitive Bias

Training data is biased. Humans are flawed. Which is a major reason AI can fail – cognitive bias. Anatoly Shilman, CEO of Cogbias AI, joins us as we chat about what cognitive bias is in AI, why it's important, and what we can all do about it. Newsletter: Sign up for our free daily newsletter More on this Episode: Episode Page Join the discussion: Ask Jordan and Anatoly questions on AI bias Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup Website: YourEverydayAI.com Email The Show: info@youreverydayai.com Connect with Jordan on LinkedIn Topics Covered in This Episode: 1. Understanding Cognitive Bias 2. Cognitive Bias in AI Models 3. Training Data and Model Development 4. Future of AI and Managing Bias Timestamps: 02:00 Daily AI News 06:16 Cognitive Bias Mitigation Platform 08:50 AI Enthusiasm vs. Cautionary Tales 12:48 AI Bias Stems from Human Bias 16:14 Influence of System Prompts on Bias 19:46 AI Information Parsing Challenges 20:56 AI Training and Labeling Challenges 24:05 "Achieve AI Success with Expertise" 28:23 Bias and Diversity in AI Models 31:33 Addressing Cognitive Bias in Data Keywords: Cognitive bias, AI failure, large language models, ChatGPT, Gemini, Copilot, Claude, bias reflection, AI news, AI sales tools, Microsoft, Salesforce, Microsoft 365 Copilot, Sales Agent, Sales Chat, Google, AI mode, Google One AI Premium, Gemini 2.0, OpenAI, AI agents, enterprise automation tools, confirmation bias, heuristic, framing bias, hallucination, training data, model perception, data labeling, reasoning models, agentic environments. Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Ready for ROI on GenAI? Go to youreverydayai.com/partner