What happens now?
A web of consequences of AI
01Cybersecurity, safety & critical infrastructure resilience
AI is transforming cybersecurity, security operations, public safety, and critical infrastructure protection. AI-driven threats and vulnerabilities can affect interconnected digital and physical systems and the essential services societies depend on.
02Economy & the future of work
Artificial intelligence is transforming industries, productivity, employment, and economic competitiveness. These changes will create opportunities but may also introduce economic disruption and new inequalities.
03Society & human well-being
AI is changing education, healthcare, communication, and how people connect with one another. Its implications extend beyond technology into everyday human life.
04Demographics & social change
AI may reshape workforce structures, skills requirements, and population and generational dynamics. These shifts will influence societies in ways that unfold over decades, not years.
05Democracy, human rights & autonomy
AI creates new challenges for democratic institutions, human rights, privacy, and individual autonomy. It raises urgent questions about information integrity and the relationship between people and technology.
06AI governance & accountability
The growing capabilities and adoption of AI challenge existing governance systems and regulatory approaches. Institutional responsibilities and accountability mechanisms have not kept pace.
AI does not operate in silos.
Its impacts are interconnected.
Meanwhile…
Our governance, institutions and responses still operate in silos.
Cybersecurity experts focus on cybersecurity.
Economists focus on economic implications.
Policymakers focus on regulation.
Researchers focus on their respective disciplines.
Industry focuses on technological development and deployment.
Yet AI’s consequences cross all these boundaries.
Technology is advancing faster than our collective ability to understand, govern, and respond to its consequences.
The risks are interconnected.
So must our response be.
Even those who built the technology are warning us constantly.
Geoffrey Hinton
Nobel laureate, deep-learning pioneer
“I left so that I could talk about the dangers of AI without considering how this impacts Google.”
May 2023
On leaving Google, via CBS News (opens in a new tab)Elon Musk
xAI
“There’s this sub chance, that could be 10% to 20%, that it goes bad.”
October 2024
Future Investment Initiative, Riyadh, via Fortune (opens in a new tab)Bill Gates
Microsoft
“On the current course and speed, there’s a very high chance of a net negative outcome.”
August 2026
Interview with Axios (opens in a new tab)Sam Altman
OpenAI
“I agree with Dario that we need to pace the frontier.”
September 2026
Post on X (opens in a new tab)Dario Amodei
Anthropic
“We must slow the pace at which we improve the capabilities of AI models.”
September 2026
Essay: We Must Pace the Frontier (opens in a new tab)
Quoted from public sources. None of them is affiliated with NIARR or endorses it.
Read the transcript
This year, the Nobel Committees in Physics and Chemistry have recognized the dramatic progress being made in a new form of artificial intelligence that uses artificial neural networks to learn how to solve difficult computational problems.
This new form of AI excels at modeling human intuition rather than human reasoning, and it will enable us to create highly intelligent and knowledgeable assistants who will increase productivity in almost all industries.
If the benefits of the increased productivity can be shared equally, it will be a wonderful advance for all humanity.
Unfortunately, the rapid progress in AI comes with many short-term risks. It has already created divisive echo chambers by offering people content that makes them indignant. It is already being used by authoritarian governments for massive surveillance and by cyber criminals for phishing attacks.
In the near future, AI may be used to create terrible new viruses and horrendous lethal weapons that decide by themselves who to kill or maim.
All of these short-term risks require urgent and forceful attention from governments and international organizations.
There is also a longer term existential threat that will arise when we create digital beings that are more intelligent than ourselves. We have no idea whether we can stay in control. But we now have evidence that if they are created by companies motivated by short-term profits, our safety will not be the top priority.
We urgently need research on how to prevent these new beings from wanting to take control. They are no longer science fiction.
Thank you.
The future is not predetermined.
It depends on what we do today.
From silos to collaboration.
From reactive responses to resilience.