Delegates participate in a plenary session during the UK's AI Safety Summit at Bletchley Park. AFP
Delegates participate in a plenary session during the UK's AI Safety Summit at Bletchley Park. AFP
Delegates participate in a plenary session during the UK's AI Safety Summit at Bletchley Park. AFP
Delegates participate in a plenary session during the UK's AI Safety Summit at Bletchley Park. AFP

Five ideas to tackle AI frontier threats


Damien McElroy
  • English
  • Arabic

When the Bletchley Declaration was agreed to by 28 nations in the UK this week, the world had, for the first time, a definition of a potentially dangerous “frontier” that artificial intelligence is approaching with breakneck pace.

A two-day summit issued a definition of this frontier, with the overarching issue being the potential intentional misuse or outright loss of control of a powerful autonomous system.

The governments involved in the conference, including the US, EU and China, want to put the onus on developers to ensure this never happens.

“Frontier AI developers also have a unique responsibility to support and enable efforts to understand AI capability and risk, including co-operation in AI safety research, and sharing data on how their systems are used,” the declaration said.

During the creation of the declaration, roundtables made up of officials, industry experts and visionary exchanged views on what the challenges represent and how to tackle the dangers.

Below is a selection of the summaries of the panels that discussed the issues at stake.

Josephine Teo, Singapore's Minister for Communications and Information, speaks at Bletchley Park at the summit on AI. EPA
Josephine Teo, Singapore's Minister for Communications and Information, speaks at Bletchley Park at the summit on AI. EPA

Josephine Teo, Minister for Communications and Information, Singapore

“Current models do not present an existential risk and it is unclear whether we could ever develop systems that would substantially evade human oversight and control,” said Ms Teo.

“There is currently insufficient evidence to rule out that future frontier AI, if misaligned, misused or inadequately controlled, could pose an existential threat.

“This question is an active discussion among AI researchers. It may be suitable to take more substantive action in the near term to mitigate this risk.

“This may include greater restrictions upon, or potentially even a pause in, some aspects of frontier AI development, in order to enjoy the existing benefits of AI whilst work continues to understand safety.”

Angela McLean, UK Chief Scientific Adviser, speaks at Bletchley Park. Getty Images
Angela McLean, UK Chief Scientific Adviser, speaks at Bletchley Park. Getty Images

Dame Angela McLean, Chief Scientific Adviser, UK

“Current models are not the answer. We need better ones,” Dame Angela said.

“We need lots of research on new architectures, which are engineered to be safe by design. We have a lot to learn from safety engineering.

“We need to add non-removable off switches. We need to discuss open and closed release but not too heatedly, and model size matters in that discussion.

“Epistemic modesty is crucial, we have lots of uncertainty.”

Yi Zeng, of the Chinese Academy of Sciences, speaks at Bletchley Park. Getty Images
Yi Zeng, of the Chinese Academy of Sciences, speaks at Bletchley Park. Getty Images

Yi Zeng, Chinese Academy of Sciences

“While open access models have some benefits like transparency and enabling research, it is impossible to withdraw an open access model with dangerous capabilities once released,” Mr Yi said.

“This merits particular concern around the potential of open access models to enable AI misuse, though an open discussion is needed to balance the risks and benefits.”

Francois-Philippe Champagne, Canadian Minister for Innovation, Science and Industry, speaks at the AI Safety Summit. Getty Images
Francois-Philippe Champagne, Canadian Minister for Innovation, Science and Industry, speaks at the AI Safety Summit. Getty Images

Francois-Philippe Champagne, Minister for Innovation, Science and Industry, Canada

“Frontier AI companies have started to put some safeguards around their models, but this needs to be complemented by government action,” Mr Champagne said.

“There is a need to work together across governments, industry and experts, especially on testing.

“The risks these AI systems pose to the public are significant. It is urgent that we both research and discover ways to ensure current models and future models do not enable bad actors to cause harm.”

Marietje Schaake, Stanford University Cyber Policy Centre, speaks at the event. PA
Marietje Schaake, Stanford University Cyber Policy Centre, speaks at the event. PA

Marietje Schaake, Stanford Cyber Policy Institute

“We should invest in basic research, including in governments’ own systems,” Ms Schaake said.

“Public procurement is an opportunity to put into practice how we will evaluate and use technology.

“We must not miss out on the opportunity to use AI to solve global problems, including strengthening democracy, overcoming the climate crisis, and addressing societal bias.

Why your domicile status is important

Your UK residence status is assessed using the statutory residence test. While your residence status – ie where you live - is assessed every year, your domicile status is assessed over your lifetime.

Your domicile of origin generally comes from your parents and if your parents were not married, then it is decided by your father. Your domicile is generally the country your father considered his permanent home when you were born. 

UK residents who have their permanent home ("domicile") outside the UK may not have to pay UK tax on foreign income. For example, they do not pay tax on foreign income or gains if they are less than £2,000 in the tax year and do not transfer that gain to a UK bank account.

A UK-domiciled person, however, is liable for UK tax on their worldwide income and gains when they are resident in the UK.

What are NFTs?

Are non-fungible tokens a currency, asset, or a licensing instrument? Arnab Das, global market strategist EMEA at Invesco, says they are mix of all of three.

You can buy, hold and use NFTs just like US dollars and Bitcoins. “They can appreciate in value and even produce cash flows.”

However, while money is fungible, NFTs are not. “One Bitcoin, dollar, euro or dirham is largely indistinguishable from the next. Nothing ties a dollar bill to a particular owner, for example. Nor does it tie you to to any goods, services or assets you bought with that currency. In contrast, NFTs confer specific ownership,” Mr Das says.

This makes NFTs closer to a piece of intellectual property such as a work of art or licence, as you can claim royalties or profit by exchanging it at a higher value later, Mr Das says. “They could provide a sustainable income stream.”

This income will depend on future demand and use, which makes NFTs difficult to value. “However, there is a credible use case for many forms of intellectual property, notably art, songs, videos,” Mr Das says.

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Updated: November 02, 2023, 4:57 PM