The past cannot be rewritten, but it can be remembered well. Memorials can recognize people who were treated unjustly and give later generations an anchor for understanding what happened. linkedin.com/pulse/identity-… #SocialJustice #History

Pairing new hires with AI can turn onboarding into active learning. The AI knows the FAQs and workflows. The employee learns where the complexity lives, then builds judgment by improving on the machine’s critique. linkedin.com/pulse/using-ai-… #AI #Talent

Evidence earns confidence through testing: source, data, coherence, probability, congruence. Those five tests make misinformation harder to sell. linkedin.com/pulse/truth-epi… #CriticalThinking

Looking for AI ROI? Find a workflow where quality or latency is trapping value, then make that your hero use case. Start where the value is already visible. linkedin.com/pulse/getting-m… #AI #EnterpriseAI

Political authority in a democracy comes with limits. Elections choose officeholders. Constitutional law defines what those officeholders are authorized to do. Legitimacy depends on respecting both. linkedin.com/pulse/democracy… #Democracy #CivicLife

AI is putting a premium on response time. The customer experiences the whole value chain, including every delay. Great conversation with @BrooksLDS and @LDSConsulting. youtube.com/watch?v=QH7nywhg… #AI #CustomerValue

In zone management, responsibility defines what a part of the enterprise is there to govern, while accountability tells us whether execution is delivering. Confuse the two and the metric can quietly replace the mission. linkedin.com/pulse/responsib… #Leadership #Strategy

AI governance gets clearer once you separate accountability from responsibility. Put the major players into a 2X2 matrix and the debate starts to look very different. linkedin.com/pulse/ethics-ai… #AI #AIGovernance

Dreamforce felt different this year. The conversation has moved beyond proving AI can work to getting it adopted in the core business. Hero use cases may be the bridge. linkedin.com/pulse/my-takeaw… #AI #DF26

Ethical judgment has to work at the speed of real life. Narrative gives us an instinctive first read; analysis tests it before we act. linkedin.com/pulse/ethical-d… #Ethics #Leadership

AI adoption slows when decision rights stay fixed while the market moves. The right tie-breaker changes from Early Market to Bowling Alley to Tornado to Main Street. linkedin.com/pulse/accelerat… #AI #Adoption

AI adoption slows when the risk of acting feels immediate and the risk of waiting still feels distant. Zone management makes that imbalance visible. linkedin.com/pulse/zone-mana… #AI #RiskManagement

Strategy improves when we separate understanding from prescription. Build the fullest picture of the situation first. Then decide what to do and learn from the result. linkedin.com/pulse/essay-11-… #Strategy #CriticalThinking

The next major source of IT ROI may be hiding in service latency. AI can compress the path from context to completed service. linkedin.com/pulse/repriorit… #AI #EnterpriseIT

AI adoption depends on where the disruption lands: infrastructure, operating model, or business model. Zone management clarifies who should lead. linkedin.com/pulse/ai-onboar… #AI #Strategy

A good story can make causation feel obvious. Analytics asks whether the claim survives evidence and reason before we act on it. linkedin.com/pulse/essay-10-… #Analytics #CriticalThinking

Employees are asking what AI means for their jobs. Leaders owe them a clear account of where the company is going and how people can help get there. linkedin.com/pulse/aithe-una… #AI #Leadership

A coherent narrative can make cause and effect feel settled. That is precisely when its claims deserve cross-examination. linkedin.com/pulse/essay-9-t… #Narrative #CriticalThinking #philosophy

Predictive AI is on Main Street. Generative AI is in the tornado, while agentic AI is crossing the chasm. CIO funding should follow those stages. linkedin.com/pulse/ai-adopti… #AI #Strategy

Language has different trajectories depending on the situation. Expression, engagement, and explanation each make different demands. Trouble begins when we use the wrong one. linkedin.com/pulse/essay-8-t… #Language #Communication