Concern 1000 · Working draft · editorial review in progress

Uncertainty and disagreement about probability

Disagreement about catastrophic AI risk reflects uncertainty about future capabilities, human choices and the ways events could unfold.

Understanding the concern

People may agree that a harm would be severe while disagreeing sharply about its likelihood. Their estimates can depend on different time frames, definitions and assumptions. Surveys of AI researchers describe those beliefs; they do not turn an opinion into a measured probability or reveal a single scientific consensus.

A forecast of flooding is hard to compare if one person means next week and another means the next century. AI risk conversations need the same clarity. Rather than collecting alarming or reassuring numbers, ask what event is being estimated, what evidence supports the estimate and what would change it. Some practical precautions may be worthwhile across several possible futures.

An example

Two speakers give very different risk estimates, then discover that they were imagining different time horizons and different kinds of harm.

Illustrative unless identified as a documented case.

Words in plain English

AI
Software that learns patterns from examples or uses rules to perform tasks such as recognizing images or generating text. It can make mistakes and does not understand every situation as a person would.

Evidence and its limits

The survey reports respondents' beliefs at a particular time and depends on sampling and question wording. It is not a measured probability of catastrophe or a substitute for examining specific risk pathways.

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Broader frameworks and background

These resources provide context. They do not establish every claim in this concern.

A question to discuss

Which assumptions explain our disagreement, and which actions make sense even while the uncertainty remains?

Keep track of different views, what needs checking, and any next step in your own discussion notes.

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Principles for the conversation

Before you finish · reflect together

Virtues and principles to consider

Virtues are qualities we practice in how we treat people and make choices. They are not scores for judging someone. Use these ideas to explore what a thoughtful response could look like.

Hope

Hope means seeing worthwhile possibilities and taking steps toward them, even when the outcome is uncertain. It does not require ignoring harm or promising that everything will work out.

Name the improvement you want in people's lives, then identify one realistic action and the conditions it needs. Keep room to revise the approach when evidence changes.

Ask together: What better outcome is worth working toward, and what can we do next?

Humility

Humility means recognizing the limits of our knowledge and being willing to learn from others. Expertise can be valuable without answering every question.

State where evidence is weak, invite criticism, and listen to people with different experience. Leave room to revise a decision when new information appears.

Ask together: What might we be missing, and who could help us see it?

Courage

Courage means acting on a well-grounded responsibility even when it is uncomfortable. It can mean trying something useful, admitting a mistake, or challenging pressure to move too fast.

Make it possible for people to raise concerns without punishment. Support those who point out harm, and be willing to pause a popular project when evidence gives a good reason.

Ask together: What important action are we avoiding because it is difficult?

Editorial ratings

These are editorial judgments from the register, not measured probabilities or predictions about your situation.

Severity
Serious · 3/5
Likelihood
Documented at scale · 5/5
Time horizon
Now
Register risk score
15
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