Tag

Responsibility

15 articles

AI Ethics · ARTICLEMEMBERS

Human oversight that can intervene

How a small team uses a deliberately incorrect AI draft to test whether a person can genuinely stop, correct and justify an action

AI ethics Human oversight Automation bias Responsibility

AI Ethics · ARTICLEMEMBERS

Governance for small teams: one page per AI use case instead of corporate formalism

A practice and course article about bounded responsibility, reviewable decisions, and the right to end an AI use case again.

AI ethics Governance SME Responsibility

AI Ethics · ARTICLEFREE

Who bears responsibility when AI prepares the work?

This article examines responsibility in the moment between a plausible AI draft and an effective decision. What matters is not who clicks last, but who can know, change, stop and later explain.

AI ethics Responsibility Human oversight Automation bias

AI Ethics · ARTICLEFREE

AI ethics begins before the first prompt

This article develops the editorial thesis that ethical decisions about AI can be made before anyone opens the model. Which problem counts as worth solving, and who may bear the consequences of a proposed solution?

AI ethics Responsibility Governance Human & AI

AI Project Management · ESSAYFREE

After the Prompt

How project management turns artificial intelligence into responsible agency

Project management Agents Judgement Sovereignty

AI Project Management · ARTICLEMEMBERS

AI adoption is change management

Enable employees instead of just rolling out tools

AI literacy AI & work Human & AI Responsibility

AI Project Management · ARTICLEFREE

Human in the Loop Is a System, Not an Emergency Stop

How to build gates properly.

Gates Human oversight Automation bias Responsibility

AI Project Management · ARTICLEFREE

Holacratic AI Teams

Rethinking goals, roles, and autonomy.

Agents Autonomy Governance Responsibility

AI Project Management · ARTICLEFREE

Designing AI Agents as Team Roles

Orchestrator, Reviewer, Specialist, and Documentation.

Agents Orchestration Responsibility Handoff

AI Project Management · ARTICLEMEMBERS

From Employee to Project Lead

How AI shifts roles, hierarchies, and responsibility.

Project management Responsibility Governance Orchestration

AI Project Management · ARTICLEMEMBERS

People Stay in Charge — Responsibility in AI Projects

AI can research, draft, plan, analyze, and execute. But the more capable it becomes, the more important one non-automatable question becomes: Who decides what is correct, sufficient, acceptable, and truly finished?

Project management Responsibility Governance Decision-making

Prompt & Context Engineering · ESSAYFREE

Beyond the Prompt

The operating system for working with artificial intelligence. A long essay on prompting, context, knowledge, agents, quality and digital sovereignty.

Context Agents Governance Responsibility

Prompt & Context Engineering · ARTICLEMEMBERS

Safe agents: permissions, sandboxes, reviews and the art of saying no

Autonomy does not become trustworthy because a system may do more. It becomes trustworthy when it knows what it may not do.

AI & work Agents Safety Responsibility

Prompt & Context Engineering · ARTICLEMEMBERS

How a domain expert becomes a useful tool

A person is not automated; a clear slice of expert work is made accessible to others.

AI & work Domain tool Prototype Responsibility

Prompt & Context Engineering · ARTICLEMEMBERS

What an agent harness is — and why autonomy needs boundaries

A reliable agent is not made by one prompt. It is made by an environment that keeps its steps visible and stoppable.

Agent harness Autonomy Responsibility

Governance6 Agents5 AI ethics4 Human oversight3 Automation bias3 AI & work3 Human & AI3 Project management3 Autonomy2 Orchestration2

Responsibility

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