https://dinand.com/Selected essays, research and published perspectives on AI, enterprise systems and human judgment.en-usThu, 08 Oct 2026 14:38:01 GMThttps://dinand.com/publications/skin-in-the-game/https://dinand.com/publications/skin-in-the-game/Wed, 09 Sep 2026 00:00:00 GMTAI oversightA controlled experiment on the cost of wrongful blocks and the incentives that shape an AI reviewer.Original on LinkedInhttps://dinand.com/publications/inventory-under-uncertainty/https://dinand.com/publications/inventory-under-uncertainty/Mon, 15 Jun 2026 00:00:00 GMTSupply-chain resilienceAn inventory-planning experiment explores which kinds of stress prepare a policy for unfamiliar disruptions.Original on Mediumhttps://dinand.com/publications/move-37/https://dinand.com/publications/move-37/Wed, 29 Apr 2026 00:00:00 GMTProcess reinventionWhy the larger opportunity in agentic AI is not polishing an inherited workflow, but questioning whether the workflow should exist in its current form.Original on Capgeminihttps://dinand.com/publications/trade-promotion-agents/https://dinand.com/publications/trade-promotion-agents/Sat, 28 Feb 2026 00:00:00 GMTAgents in supply chainsManufacturer and retailer agents negotiate promotions inside a simulated market with competing incentives.Original on LinkedInhttps://dinand.com/publications/agent-memory-and-state/https://dinand.com/publications/agent-memory-and-state/Wed, 17 Dec 2025 00:00:00 GMTAgent engineeringA practical approach to keeping an agent’s constraints and current decisions clear during long sessions.Original on Mediumhttps://dinand.com/publications/context-that-learns/https://dinand.com/publications/context-that-learns/Sun, 12 Oct 2025 00:00:00 GMTAdaptive systemsHow feedback from an agent’s work can inform the context it uses on the next task.Original on Mediumhttps://dinand.com/publications/multimodal-business-reasoning/https://dinand.com/publications/multimodal-business-reasoning/Wed, 03 Sep 2025 00:00:00 GMTMultimodal AIA business perspective on research combining visual information with complex written evidence.Original on LinkedInhttps://dinand.com/publications/ai-capability-overhang/https://dinand.com/publications/ai-capability-overhang/Mon, 02 Jun 2025 00:00:00 GMTEnterprise adoptionWhy organizations need to develop the operating capacity to use the AI capabilities already available.Original on Mediumhttps://dinand.com/publications/symbiotic-intelligence-theory/https://dinand.com/publications/symbiotic-intelligence-theory/Thu, 23 Jan 2025 00:00:00 GMTHuman–AI collaborationA framework for thinking about human agency and the ways AI can extend our capacity to think together.Original on Mediumhttps://dinand.com/publications/from-chaos-to-managed-complexity/https://dinand.com/publications/from-chaos-to-managed-complexity/Fri, 01 Nov 2024 00:00:00 GMTData ecosystemsA case for treating modern data environments as evolving ecosystems rather than trying to force every source and decision into one rigid center.Original on LinkedInhttps://dinand.com/publications/liminality-of-data/https://dinand.com/publications/liminality-of-data/Tue, 03 Oct 2023 00:00:00 GMTChange and uncertaintyWhat the idea of liminality can teach data and AI leaders about working between an established order and one that has not yet taken shape.Original on LinkedInhttps://dinand.com/publications/creating-a-data-powered-culture/https://dinand.com/publications/creating-a-data-powered-culture/Fri, 21 Jan 2022 00:00:00 GMTData cultureA durable starting point for making data part of everyday decisions: connect technology, shared habits and organizational confidence.Original on LinkedIn