The AI-Enabled Society of the Future Must Be Breach Ready
I am now of the firm opinion that breach readiness cannot be an enterprise-only milestone; it must also be a societal goal.
The die has been cast.
Banning Routers Won’t Secure the Internet
I am now of the firm opinion that breach readiness cannot be an enterprise-only milestone; it must also be a societal goal.
The die has been cast.
As AI-enabled digital services become mainstream post-2026, the societal need for AI safety and the availability of its underlying and interconnected technology labyrinths will become mainstream. If we are to lead lives that reap the real benefits of AI, not just the technology, we need to ensure it is resilient, breach ready, and hence dependable.
But let me peg it to the present. This is April 2026, and as I write this note, threat actors have begun aligning with the geopolitical situation unfolding worldwide. We will be mere spectators to humanity adapting to how AI will change our lives, not to a script, but meandering through the successes and failures of the axis between business and technology. Greed, war, and power, not human need, are driving the use of AI by governments.
I started my morning pondering over two seemingly disconnected news stories. The first was more usual, though a bit disconcerting. CISA warned that hackers are actively exploiting a critical vulnerability, CVE-2026–33017, affecting the Langflow framework for building AI agents. Vulnerability in building AI? It did feel ominous.
The next seemed like a scene straight out of a movie.
On Sunday, March 22, at 3:30 AM in Germany, police officers handed over a CVE advisory about PTC systems, with a CVSS score of 10, to sleepy administrators, triggering a series of frantic calls. And as the day wore on, I read them again, together, and another reality dawned on me. These two were connected. And we have a responsibility.
If we continue to develop our technology without wisdom or prudence, our servant may prove to be our executioner.
If we do not put in place mechanisms to address AI flaws in time, we will end up creating a distrustful, almost dystopian world. And time is the luxury we do not have. Adapting to AI is already proving tumultuous, and over time, the world will only trust those who inspire confidence in their ability to withstand cyberattacks while remaining reasonably unaffected, because they are breach ready.
The common man will find it difficult to trust the people responsible for keeping digital systems running reliably so they deliver results, not chaos. A future with untrusted AI operations will lead to tougher laws or an outbreak of lawlessness, causing society to overreact and disrupt harmonious coexistence. That seems to be a dystopian scenario.
Thomas Edison once famously remarked, “I have not failed. I have just found 10,000 ways that won’t work.” We will probably find millions, if not more, ways that AI won’t work. And then we will find that one, which will give us an edge in the market, enabling us to achieve our business objectives more quickly, more effectively, and more sharply.
But Will We Be Reliable?
Every new technology transition is fraught with experiments. With AI, the magnitude would only be higher, faster, and significantly more complex.
Technology for societal use needs to be reliable, efficient, and affordable. And its output needs to be predictable and help us feel safe.
Vulnerable AI systems invoke panic and distrust of technology. What we need are abilities that shield society from vulnerabilities and technology failures. And when it comes to digital and AI, we need to move the focus from prevention to resilience.
MIT Sloan conducted 37 in-depth interviews with the chief executives of large enterprises (with average revenues of $12 billion) in the United States, Europe, and Asia. Nine of them had led their companies through a serious cyberattack and had shared battle-tested insights with MIT Sloan researchers to help those who had not yet suffered such an attack. The views were eye-opening. One comment stayed with me, because it implied that we must plan to be breach ready.
Even the most technologically advanced organizations will be breached — and they need to plan for that inevitability.
The problem is digital, but expressions affect human lives. Here is an example.
An LLM never sees raw text. It converts everything into tokens first, numerical IDs that represent words, parts of words, punctuation, or spaces. This conversion happens before any processing begins. Safety filters check for specific words or phrases. Attackers split harmful words across token boundaries to evade detection. Example: a filter blocks ‘ignore instructions’ but may miss ‘ign’ + ‘ore inst’ + ‘ructions’ as separate tokens. This technique is used in jailbreaking attacks.
This information is not new. We now need to focus on denying cyberattackers from exploiting this.
The business challenge that every AI and cyber leader needs to worry about today is how to give the world assurance that even if we do not patch a zero-day, we will not perish.
This is the primary premise of being breach-ready.
Trust me, this is possible.
In 2026, we have already invested in prevention.
We already have the tools.
We just need to glue them together.
In a closed loop.
Weaknesses in AI will remain contained.
Cyber attackers will not be able to move around.
Digital Innovation Will Produce Trusted Connected Experiences
That is where the Breach-Ready Collective plays a huge role in addressing emerging threats from new digital and AI initiatives and in shielding minor failures from ballooning into disasters, which will lead to distrust and disenchantment.
The Breach Ready Collective uses AI-empowered microsegmentation as a foundational fabric and interconnects Endpoint Detection and Response platforms, Next-Generation Firewall platforms, Secure Access Service Edge platforms, OT cybersecurity platforms, AI-powered Deception decoys, Identity Management platforms, Web Application Firewalls, and Vulnerability Management platforms through bi-directional integration.
This enables CEOs, CISOs, and cyber-aware Boards to anticipate, withstand, and evolve their cyber resilience posture, assuring stakeholders that their digital and AI innovations are reliable, safe, and efficient.
CXOs and CISOs need to sit down with their board and management team before an attack to identify the business processes most critical to keeping the business running. This Minimum Viable Digital Business will also drive the Maximum level of Material Impact they are willing to accept in pursuit of innovation and market leadership.
We are entering an era in which AI agents can be given a CVE advisory and tasked with producing a working exploit within minutes. Not hours. Minutes. The usual window almost certainly reflects human-augmented exploitation, with skilled attackers using AI as an accelerant. As these tools mature and autonomous offensive AI agents become more capable, I would expect the window to compress toward 2 hours or less for well-described vulnerabilities.
Think about what that means structurally. The entire premise of patch-and-scan security — detect, analyze, prioritize, test, deploy — assumes you have time. AI is systematically collapsing that assumption. And for something like Langflow, which sits at the heart of AI agent infrastructure, the irony is almost painful:
AI frameworks are being exploited by AI-accelerated attackers.
The Call to Action for Ceos and Boards Could Not Be Clearer
We need to assure societies (and other stakeholders) that businesses using AI can be trusted to deliver predictable goods or services, even in the event of an unprecedented cyberattack.
But there is no time. We are already late. And the journey is not easy. As the famous Chinese proverb by Laozi says, every great endeavor starts with a small, initial action.
“A journey of a thousand miles begins with a single step.”
Take the first step toward breach readiness. Begin by assessing your exposure to breaches.
Conduct a Breach Readiness Impact Assessment to begin your journey.
Define the Minimum Viable Digital Business you can assure to stakeholders.
Determine the Maximum Acceptable Material Impact your business can tolerate in pursuit of innovation.
Engage the right experts to build a reference architecture for your own Breach-Ready Collective.
Leverage your existing cybersecurity investments.
Build the AI-powered future you want to reach. Be breach ready.
AI will reshape society faster than most institutions are prepared for. The organizations that earn trust in that future will be the ones that are ready to withstand failure without collapsing.
If you are ready to assess your exposure and take the first practical step toward breach readiness, contact us to start the conversation.
The post The AI-Enabled Society of the Future Must Be Breach Ready appeared first on ColorTokens.
*** This is a Security Bloggers Network syndicated blog from ColorTokens authored by Agnidipta Sarkar. Read the original post at: https://colortokens.com/blogs/ai-breach-readiness-digital-society/
About Author
