Consent Must Travel With the Data: A Rule for AI Personalisation
Responsible AI personalisation requires consent, purpose and revocation to travel with data as it moves from collection to inference and action.
Marychuks.com AI, Psychology, Business & CreativeVerse
Empowering Minds with AI, Psychology and Digital Innovation
Everything AI
Responsible AI personalisation requires consent, purpose and revocation to travel with data as it moves from collection to inference and action.
Effective AI leadership replaces constant approvals with clear escalation rules based on impact, reversibility, permissions and uncertainty.
A framework for testing whether an impressive AI demo can become a repeatable, profitable and governable business workflow.
A practical two-pass prompting method that separates open exploration from evidence-based decision-making.
OpenAI is reportedly preparing GPT-6 Cyber, highlighting how rapidly AI is moving from general intelligence into specialised cybersecurity systems.
OpenAI has introduced a framework for investigating and reporting model misalignment, raising an important question about how AI incidents should be documented.
Texas has halted new state permits for data centres while officials audit their impact on electricity, water and infrastructure as AI demand accelerates.
Amazon has blocked Meta’s Muse AI agent from shopping on its platform, exposing a major unresolved question in agentic commerce: who controls AI access?
China is applying greater scrutiny to humanoid robot IPOs as attention shifts from impressive demonstrations toward commercial deployment and revenue quality.
Stop teams reopening the same choices. Build a decision-rights map that clarifies who decides, who contributes, when approval is needed and how to escalate.