Business & Technology
Cybersecurity has a speed problem
When Anthropic unveiled Claude Mythos in April, the reaction across the cybersecurity industry was immediate. Boards demanded answers, tech leaders called urgent meetings, and a familiar narrative began to take hold: AI is changing the rules of cybersecurity.
But while this is partly true, it misses the real point. AI hasn’t changed the rules. It has simply sped up the game and exposed that the rules were already broken.
For years, cybersecurity operated on a relatively stable assumption. If attackers discovered a vulnerability, it would take time to exploit it, and defenders would have a window to respond. That window was never perfect, but it made the system workable.
That time is now gone. In 2018, the average time between discovering a vulnerability and exploiting it was measured in years. Today, it is measured in hours, so this isn’t a gradual shift, it’s a fundamental change in how cyber risk behaves.
What tools like Mythos show is not a leap in technical capability, but a breakthrough in execution. Vulnerabilities that have existed for decades can now be found and exploited almost instantly. The bottleneck is no longer discovery. It is deciding what to fix and doing it fast enough.
So, this is where the real challenge begins.
On the defensive side, organisations are increasingly overwhelmed. AI systems can surface huge volumes of vulnerabilities, but they are far less effective at identifying which ones are actually exploitable. Security teams are left with growing backlogs, trying to prioritise risk while the cost of delay continues to rise.
Attackers, meanwhile, face a much simpler problem. They do not need to fix anything. They only need one viable path. AI gives them the ability to test multiple options and select the most effective route at machine speed.
This imbalance sits at the heart of the issue.
It is also being reinforced by a deeper structural problem. Many organisations still manage cybersecurity as if time is on their side. Annual penetration tests, slow patch cycles and retrospective reporting are all built on the assumption that vulnerabilities can be addressed before they are exploited.
That assumption no longer holds, especially as at the same time, the attack surface continues to expand. Every new integration, cloud service or legacy system creates another potential entry point. In many cases, the greatest risks do not come from well-tested core systems, but from overlooked suppliers or outdated components that no one wants to touch.
This is why the Mythos moment is about more than software flaws. It is about digital exposure. Most organisations do not fully understand what is exposed or how it could be exploited.
Therefore, the response cannot be to simply do more of the same, and this isn’t a problem that simply hiring more analyst can solve. The scale and speed of modern threats have already outgrown what humans can handle alone.
What is needed is a shift in approach, from reacting to incidents to continuously validating risk.
That shift depends on three things: visibility, validation and speed. Organisations need to understand what is exposed, prove what is actually exploitable, and act before attackers do.
But even that is not enough on its own.
We are now entering a phase where cybersecurity becomes an AI versus AI problem. Attackers are already using automated systems to scan, test and exploit vulnerabilities at scale. Defenders will have to respond in kind, using AI to continuously probe their own systems, simulate attacks and prioritise real risk.
The difference will come down to how effectively that technology is directed. AI can generate possibilities at scale. It can surface thousands of potential weaknesses. But it still lacks context. It cannot reliably decide what matters most, or what a real attacker would do next, and that responsibility still sits with humans.
Which means the real battleground in cybersecurity is shifting. It is no longer about who can find vulnerabilities first. It is about who can make better decisions, faster.
AI will continue to uncover weaknesses. That is inevitable. The question is who can turn that information into action before it is exploited.
Because cybersecurity is no longer just a technical challenge, it is a race, and right now, most organisations are running behind.
The title is awarded to ‘the business most able to demonstrate all-round achievement, a clear vision for the future, success against objectives and sustained growth’.
Bicester Motion, which was also a finalist in the Large Business Award category, became the 30th recipient of the event’s most prestigious award.
The company is based on a former RAF Bomber Training Station.
Since its founding in 2013, Bicester Motion has been based at a 444-acre site of national historic importance.
Under its stewardship, 99 per cent of the site’s buildings have been reactivated or restored for modern use.
A spokesman for Bicester Motion said: “A sustainable mobility future is the key to unlocking future human progress and it imagines a world where we can all move without impact – at a time when mobility will make or break our planet.”
Further recognition may be on the horizon, with Bicester Motion shortlisted for seven awards across several upcoming ceremonies, including the Commercial Property Awards, Construction News Awards, Constructing Excellence London & South East Awards, and the RTPI South East Planning Awards.
The company describes itself as ‘a vibrant and dedicated centre of excellence, where mobility businesses can thrive,’ and aims to ‘build the world’s leading mobility community’.
Planted Plates, founded by Didcot entrepreneur Henna Afzal, began as a food truck at the park’s street food pop-up event, Milton Feast, in 2021.
After five years of steady growth, the business has moved from its first bricks-and-mortar site on Eastern Avenue to a larger unit at Signal Yard, marking a return to its roots within the Milton Park community.
Ms Afzal said: “When I started Planted Plates, I simply wanted to create food that people genuinely looked forward to eating. For me, it’s always been about flavour first.
“You don’t have to be vegan to enjoy great food, and we’ve been incredibly lucky to build such a supportive community of customers over the last few years.
“Milton Park has been part of our journey from the beginning.”
Planted Plates offers a daily-changing menu of plant-based breakfasts, lunches, pastries, and barista coffee.
The new space includes a larger seating area designed to encourage people to meet, work, and socialise throughout the day.
Ms Afzal added: “Starting at Milton Feast gave us the opportunity to test ideas, build a following and grow the business.
“Opening at Signal Yard feels like a full-circle moment and we’re excited to welcome both familiar faces and new customers through the door.
“I am incredibly proud of how far the business has come.
“This move gives us the opportunity to expand our offer, grow the team and continue building something that people genuinely enjoy being part of.”
The cafe also provides vegan catering services to businesses across Milton Park, using a zero-CO2 delivery vehicle.
Ms Afzal’s brother, Jack, has now joined the team as the company looks to recruit further staff.
The opening of Planted Plates is part of Milton Park’s £14m investment in Signal Yard, which aims to create a new social and retail destination for the park’s 280+ companies and the wider community.
Clare Fleet, asset manager of Milton Park at Federated Hermes Real Estate, said: “One of the ambitions for Signal Yard has always been to support independent businesses and create a destination that brings people together.
“Planted Plates perfectly captures that vision.
“Henna has built a fantastic business at Milton Park over the last five years and we’re delighted to see her become the first food and beverage operator to open at Signal Yard.”
Signal Yard is bringing together a mix of independent retailers, food and beverage operators, and health and wellbeing services in a central location at Milton Park.
Planted Plates has also been shortlisted in the Ox in a Box Awards, which celebrate Oxfordshire’s favourite independent food and drink businesses.
Public voting is open via the Ox in a Box website until 20 June 2026.
Rhubarb Seating, based in Oxfordshire, earned the title in Design Conformity’s 2026 industry report, which assessed the sustainability performance of more than 170,000 furniture businesses across the UK and Europe.
It was one of only four UK companies to receive the ‘Leader’ classification, reserved for just 0.1 per cent of those evaluated.
David Matthews, director at Rhubarb Seating, said: “Rhubarb has always got one eye on refurbishment and future-proofing when developing a product, focusing on making it easy to reupholster, repair and re-use.
“Being recognised above most of the sector’s biggest names validates what we’ve always believed: good design and sustainable design are the same thing.”
The recognition follows independent verification of Rhubarb’s Cantay and Banquette seating ranges through Design Conformity’s Carbon Efficiency platform.
Both products achieved C3 Carbon Efficiency Ratings, reflecting strong performance in planned reuse.
The analysis found the Cantay 2-Seater Sofa had a verified carbon footprint of 60.99kg CO₂e, while the Banq Medium Back Straight unit recorded 69.48kg CO₂e.
Mr Matthews said: “There is definitely something inherently beautiful about a board of timber, utilised to its maximum, to create the component elements of a piece of furniture.”
Certified products are now listed on the Design Conformity directory.
-
Oxford News4 weeks agoOxfordshire families invited to free day of fun in Bicester
-
Business & Technology4 weeks agoNew ‘high-quality’ mushroom business launched in Oxford
-
Crime & Safety3 weeks agoPhotos as 1979 Pontiac Firebird ‘bursts in flames’ at Tesco
-
Student Life3 weeks agoTransgender rights protest in central Oxford following updated EHRC guidance
-
Business & Technology4 weeks agoNHS IT outages disrupt 274,620 patient interactions
-
Business & Technology3 weeks agoFlex Health Hub officially opens at Milton Park Oxfordshire
-
Business & Technology3 weeks agoOxford firm wins major backing for fin-based tidal power
-
UK News4 weeks agoUS strikes Iran missile sites and mine laying vessels as Trump’s promised peace deal remains elusive | US-Israel war on Iran