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Is it possible to build an 'honest AI'?

One of the godfathers of modern AI wants to create a safer AI model that can target those that cause social harm, writes Dr Armin Chitizadeh. So how will it protect us?

10 June 2025

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This week the US Federal Bureau of Investigation聽聽of bombing a fertility clinic in California last month allegedly used artificial intelligence (AI) to obtain bomb-making instructions. The FBI did not disclose the name of the AI program in question.

This brings into sharp focus the urgent need to make AI safer. Currently we are living in the 鈥渨ild west鈥� era of AI, where companies are fiercely competing to develop the fastest and most entertaining AI systems. Each company wants to outdo competitors and claim the top spot. This intense competition聽聽鈥� especially when it comes to safety.

Coincidentally, at around the same time of the FBI鈥檚 revelation, one of the godfathers of modern AI, Canadian computer science professor Yoshua Bengio,聽聽dedicated to developing a new AI model specifically designed to be safer than other AI models 鈥� and target those that cause social harm.

So what is Bengio鈥檚 new AI model? And will it actually protect the world from AI-faciliated harm?

An 鈥榟onest鈥� AI

In 2018, Bengio, alongside his colleagues Yann LeCun and Geoffrey Hinton, won the Turing Award for groundbreaking research they聽. A branch of machine learning, deep learning attempts to mimic the processes of the human brain by using artificial neural networks to learn from computational data and make predictions.

Bengio鈥檚 new nonprofit organisation,聽, is developing 鈥淪cientist AI鈥�.聽聽this model will be 鈥渉onest and not deceptive鈥�, and incorporate safety-by-design principles.

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According to a聽聽released online earlier this year, Scientist AI will differ from current AI systems in two key ways.

First, it can assess and communicate its confidence level in its answers, helping to reduce the problem of AI giving overly confident and incorrect responses.

Second, it can explain its reasoning to humans, allowing its conclusions to be evaluated and tested for accuracy.

滨苍迟别谤别蝉迟颈苍驳濒测,听. But in the rush for speed and new approaches, many聽聽can鈥檛 explain their decisions. Their developers have sacrificed explainability for speed.

Bengio also intends 鈥淪cientist AI鈥� to act as a guardrail against unsafe AI. It could monitor other, less reliable and harmful AI systems 鈥� essentially fighting fire with fire.

This may be the only viable solution to improve AI safety. Humans cannot properly monitor systems such as ChatGPT, which handle over a billion queries daily. Only another AI can manage this scale.

Using an AI system against other AI systems is not just a sci-fi concept 鈥� it鈥檚 a common practice in research to聽.

Adding a 鈥榳orld model鈥�

Large language models and machine learning are just small parts of today鈥檚 AI landscape.

Another key addition Bengio鈥檚 team are adding to Scientist AI is the 鈥溾�� which brings certainty and explainability. Just as humans make decisions based on their understanding of the world, AI needs a similar model to function effectively.

The absence of a world model in current AI models is clear.

One well-known example is the 鈥溾��: most of today鈥檚 AI models can imitate the appearance of hands but cannot replicate natural hand movements, because they lack an understanding of the physics 鈥� a world model 鈥� behind them.

Another example is how models such as聽.

This is despite simpler AI systems, which do contain a model of the 鈥渨orld鈥� of chess,聽.

These issues stem from the lack of a foundational world model in these systems, which聽.

The absence of a world model in current AI models is clear.

Dr Armin Chitizadeh

On the right track 鈥� but it will be bumpy

Bengio is on the right track, aiming to build safer, more trustworthy AI by combining large language models with other AI technologies.

However, his journey isn鈥檛 going to be easy. LawZero鈥檚聽聽is small compared to efforts such as the聽聽announced by US President Donald Trump earlier this year to accelerate the development of AI.

Making LawZero鈥檚 task harder is the fact that Scientist AI 鈥� like any other AI project 鈥� needs huge amounts of data to be powerful, and聽.

There鈥檚 also an outstanding question. Even if Bengio can build an AI system that does everything he says it can, how is it going to be able to control other systems that might be causing harm?

Still, this project, with talented researchers behind it, could spark a movement toward a future where AI truly helps humans thrive. If successful, it could set new expectations for safe AI, motivating researchers, developers, and policymakers to prioritise safety.

Perhaps if we had taken similar action when social media first emerged, we would have a safer online environment for young people鈥檚 mental health. And maybe, if Scientist AI had already been in place, it could have prevented people with harmful intentions from accessing dangerous information with the help of AI systems.

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