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AI is evolving faster than our traditional safeguards

700 million weekly users, 2-hour autonomy, and a "jagged" truth. 📉

The 2026 International AI Safety Report confirms what we see at Naimuri: AI is evolving faster than our traditional safeguards.

The report is the next iteration of the comprehensive review of the latest scientific research on the capabilities and risks of general-purpose AI systems.

Led by Turing Award winner Yoshua Bengio and authored by over 100 AI experts, the report is backed by over 30 countries and international organisations. It represents the largest global collaboration on AI safety to date.

Here is the Naimuri take on what matters for the UK’s security and tech landscape:

1️⃣ Autonomy is here: AI agents can now complete multi-hour software tasks alone.

2️⃣ Inconsistency is the risk: Models are brilliant but jagged. They pass PhD exams but fail common sense tests. 

3️⃣ Defence must evolve: Criminals are already using AI to find software vulnerabilities at scale.

Our view? We can't slow down innovation, but we must speed up AI Assurance.

At Naimuri, we’re helping our customers navigate this jagged landscape with traceable AI and robust data engineering. We are closing that gap by treating AI Safety not as a post-launch check, but as a core engineering discipline.

From uncertainty quantification to traceable architectures, we are building the tools that allow the UK to exploit the benefits of AI. 

We make sure the overburden is removed without compromising on security or trust. Find out more about what we do.


Explore jobs at Naimuri

Software Engineer

Working to make the UK a safer and better placeOur vision is to revolutionise national security, data intelligence, and law enforcement through the use of technology. We’re the company everyone wants to work with.We are a team of highly experienced, passionate, technology experts.We combine our experience gained from working in large systems integrators and apply it with the speed, innovation and mindset of a small, efficient organisation.We are motivated by our mission to make the UK a safer and better place, which is evident in everything we do. We are committed to constant improvement driven by ever evolving culture, people and processes.We don’t do agile, we are agile.Being lean and agile is not something we do, it’s something we are. It is ingrained as a core characteristic of our DNA. It is instinctive in the mindset of all our people and implicit in everything we do.Software DevelopmentWe are experts across the full development lifecycle in increasing efficiencies and streamlining processes. We focus on the whole life costs, not just development. Our approach to developing systems is secure by default and couples technical excellence with innovative, forward thinking solutionsSecure Cloud MigrationWe can extend your networks into the cloud, migrating your applications and infrastructure with a strong focus on security and reliability. Our approach provides a seamless transition, allowing you to take advantage of the cloud with minimum disruption to your business.DevOpsReduce the cycle of developing your software to getting it deployed into production. We can help you automate your infrastructure and provide your development team with a toolset which makes this self-service. No more raising tickets with the Operations team and waiting for servers to be provisioned. We can help you to develop a Continuous Delivery Pipeline that will allow you to realise the value of your applications sooner and with much lower Operational risk.Our people are what make us great.We are a diverse group of inventive, pragmatic, forward thinking individuals.We put our people first to cultivate a creative environment where everyone can thrive.

Naimuri
Data Engineer
Salford

Working to make the UK a safer and better placeOur vision is to revolutionise national security, data intelligence, and law enforcement through the use of technology. We’re the company everyone wants to work with.We are a team of highly experienced, passionate, technology experts.We combine our experience gained from working in large systems integrators and apply it with the speed, innovation and mindset of a small, efficient organisation.We are motivated by our mission to make the UK a safer and better place, which is evident in everything we do. We are committed to constant improvement driven by ever evolving culture, people and processes.We don’t do agile, we are agile.Being lean and agile is not something we do, it’s something we are. It is ingrained as a core characteristic of our DNA. It is instinctive in the mindset of all our people and implicit in everything we do.Software DevelopmentWe are experts across the full development lifecycle in increasing efficiencies and streamlining processes. We focus on the whole life costs, not just development. Our approach to developing systems is secure by default and couples technical excellence with innovative, forward thinking solutionsSecure Cloud MigrationWe can extend your networks into the cloud, migrating your applications and infrastructure with a strong focus on security and reliability. Our approach provides a seamless transition, allowing you to take advantage of the cloud with minimum disruption to your business.DevOpsReduce the cycle of developing your software to getting it deployed into production. We can help you automate your infrastructure and provide your development team with a toolset which makes this self-service. No more raising tickets with the Operations team and waiting for servers to be provisioned. We can help you to develop a Continuous Delivery Pipeline that will allow you to realise the value of your applications sooner and with much lower Operational risk.Our people are what make us great.We are a diverse group of inventive, pragmatic, forward thinking individuals.We put our people first to cultivate a creative environment where everyone can thrive.

Naimuri
Business Change Manager

Working to make the UK a safer and better placeOur vision is to revolutionise national security, data intelligence, and law enforcement through the use of technology. We’re the company everyone wants to work with.We are a team of highly experienced, passionate, technology experts.We combine our experience gained from working in large systems integrators and apply it with the speed, innovation and mindset of a small, efficient organisation.We are motivated by our mission to make the UK a safer and better place, which is evident in everything we do. We are committed to constant improvement driven by ever evolving culture, people and processes.We don’t do agile, we are agile.Being lean and agile is not something we do, it’s something we are. It is ingrained as a core characteristic of our DNA. It is instinctive in the mindset of all our people and implicit in everything we do.Software DevelopmentWe are experts across the full development lifecycle in increasing efficiencies and streamlining processes. We focus on the whole life costs, not just development. Our approach to developing systems is secure by default and couples technical excellence with innovative, forward thinking solutionsSecure Cloud MigrationWe can extend your networks into the cloud, migrating your applications and infrastructure with a strong focus on security and reliability. Our approach provides a seamless transition, allowing you to take advantage of the cloud with minimum disruption to your business.DevOpsReduce the cycle of developing your software to getting it deployed into production. We can help you automate your infrastructure and provide your development team with a toolset which makes this self-service. No more raising tickets with the Operations team and waiting for servers to be provisioned. We can help you to develop a Continuous Delivery Pipeline that will allow you to realise the value of your applications sooner and with much lower Operational risk.Our people are what make us great.We are a diverse group of inventive, pragmatic, forward thinking individuals.We put our people first to cultivate a creative environment where everyone can thrive.

Naimuri
Business Analyst

Working to make the UK a safer and better placeOur vision is to revolutionise national security, data intelligence, and law enforcement through the use of technology. We’re the company everyone wants to work with.We are a team of highly experienced, passionate, technology experts.We combine our experience gained from working in large systems integrators and apply it with the speed, innovation and mindset of a small, efficient organisation.We are motivated by our mission to make the UK a safer and better place, which is evident in everything we do. We are committed to constant improvement driven by ever evolving culture, people and processes.We don’t do agile, we are agile.Being lean and agile is not something we do, it’s something we are. It is ingrained as a core characteristic of our DNA. It is instinctive in the mindset of all our people and implicit in everything we do.Software DevelopmentWe are experts across the full development lifecycle in increasing efficiencies and streamlining processes. We focus on the whole life costs, not just development. Our approach to developing systems is secure by default and couples technical excellence with innovative, forward thinking solutionsSecure Cloud MigrationWe can extend your networks into the cloud, migrating your applications and infrastructure with a strong focus on security and reliability. Our approach provides a seamless transition, allowing you to take advantage of the cloud with minimum disruption to your business.DevOpsReduce the cycle of developing your software to getting it deployed into production. We can help you automate your infrastructure and provide your development team with a toolset which makes this self-service. No more raising tickets with the Operations team and waiting for servers to be provisioned. We can help you to develop a Continuous Delivery Pipeline that will allow you to realise the value of your applications sooner and with much lower Operational risk.Our people are what make us great.We are a diverse group of inventive, pragmatic, forward thinking individuals.We put our people first to cultivate a creative environment where everyone can thrive.

Naimuri

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