DataMPowered research on enterprise-ai, institutional capability, Operational Intelligence and accountable work.
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4 whitepapers tagged with "enterprise-ai"
What Salesforce Koa, the pursuit of superintelligence and a warning from Sam Altman reveal about institutional capability
Salesforce Koa shows how accumulated enterprise operating knowledge can become specialised model capability. The institutional question is what should enter the model, and what must remain independently authoritative.
Establish what can be established. Use inference for what genuinely needs to be inferred.
AI can make existing organisational capability easier to discover and use. But we may be taking a different path, reconstructing knowledge, rules, authority and execution inside increasingly capable AI systems.
The uncomfortable gap between what AI can do and what institutions can responsibly allow it to do
AI can look extraordinary when raw capability is enough. Inside an institution, capability must also operate within identity, authority, policy, accountability and judgement. What if that explains why AI can be easier to weaponise than to institutionalise?
Regaining Organisational Control in the Age of Outcome-Driven AI
A response to the tension between messy organisational reality and outcome-driven AI, and why the next phase of adoption depends on an operational layer that restores visibility, governance, and accountability.
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