AI, Intent, and Responsibility
In my previous article, “AI and the Fear of the Unknown,” I discussed how unfamiliar technology can influence judgment. That discussion raises a further question: how much of our concern belongs to the technology, and how much belongs to the people using it?
A person intent on deception, manipulation, or harm does not need artificial intelligence to possess that intent. Those motives existed long before AI. Removing the technology does not necessarily remove the objective or prevent someone from pursuing it through other means.
That distinction matters when deciding where responsibility belongs.
AI can process information, identify patterns, and help produce results. Its capabilities depend on information and computational methods. A useful result still requires a basis; speed does not make an unsupported answer correct.
For many tasks, AI changes how quickly or efficiently an objective can be pursued. Work that previously required substantial human effort may become easier to perform. The underlying objective may remain achievable without AI, although the time, cost, and resources required would change.
That does not make the change insignificant. Making harmful conduct easier, faster, or more widely accessible can increase the danger. A capability that once required considerable expertise may become available to someone who lacks it. The technology deserves scrutiny for what it enables and amplifies.
But scrutiny must include the person choosing the objective.
Consider deception. A dishonest person can misrepresent facts without AI. If that person uses AI to make the deception more convincing or distribute it more broadly, the technology increases the person's capability. It does not excuse the decision to deceive.
The same principle applies inside an organization. A leader who accepts an AI-generated answer without adequate verification has made a decision about how much trust to place in that answer. Saying “the AI told us” does not explain why the organization treated the output as sufficient grounds for action.
Responsibility includes deciding what information enters a system, what authority it receives, how its work is checked, and who can intervene when something goes wrong.
Harm also does not require a bad person. Carelessness, flawed information, poorly defined objectives, and inadequate oversight can produce damaging results. Responsible use therefore requires attention to both deliberate misuse and ordinary failures of judgment.
I am not suggesting that AI presents no distinctive risks. Its speed, reach, and ability to operate with limited supervision can change the consequences of a mistake or a harmful decision. Those differences deserve specific examination rather than broad assurances or broad fear.
Removing or deliberately limiting AI does not take away a person's harmful intent. Someone determined to achieve a particular result may pursue a different path and still reach the same outcome. The route, time, and effort may change; the objective remains.
Sound judgment requires examining the entire situation: the objective, the capability, the access, the safeguards, and the people responsible.
Fear can draw our attention to a potential danger. Understanding allows us to decide what to do about it.
AI deserves scrutiny. The people who design it, authorize its use, and act on its output deserve scrutiny as well.
This is where an independent consultant or advisor adds value: examining how the obstacle has been defined, challenging assumptions, and identifying what those closest to the issue may have overlooked.
A business that relies on AI alone to resolve an obstacle risks reinforcing the thinking that contributed to it. The people experiencing the difficulty may also be selecting the data, framing the questions, and interpreting the answers. Incomplete information or flawed assumptions can carry through the analysis and produce a convincing response that leaves the underlying problem unresolved.
An independent advisor brings an outside perspective and the discipline to question both the information supplied and the conclusions drawn. AI can support that work. It does not remove the need for independent judgment or accountability.
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