DATE: MONDAY, AUGUST 31, 2026
★ SPECIAL PRINT EDITION ★
SECTION: AI

AI-Powered Cybersecurity Threats: Can Governments Keep Up

AI-Powered Cybersecurity Threats: Can Governments Keep Up

Aug 31, 2026 - 20:54
How AI could make it harder for governments to use hacking tools
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Key Highlights

  • AI-powered security tools can identify vulnerabilities at an early stage
  • Government surveillance is becoming increasingly sophisticated
  • The use of hacking tools is becoming more prevalent

Earlier in August, cryptography professor Matthew Green wrote a controversial thread on X and a longer blog post that went viral within the cybersecurity community. Green, who has long been a close observer of the debate around the use of hacking tools “I’m concerned that AI is going to make software much too secure,” Green wrote, warning that the U.S.

government may lose access to security flaws to hack into targets they need to surveil as companies patch an unprecedented volume of bugs.

Law enforcement have long claimed that encryption made it difficult to catch criminals and terrorists. The concept of “going dark” was popularized in 2014 at a time when then-FBI director James Comey warned that encryption could hamper authorities from being able to listen in on conversations or access data on devices.

Around this time, apps like Signal, WhatsApp, and Apple’s iMessage rolled out end-to-end encryption to the masses, making traditional real-time wiretapping of calls and text messages almost impossible.

Tech giants like Apple also began making data on their devices encrypted

Since then, authorities have still been able to catch criminals — including In part, as Green explains, that is because of “an uneasy kind of truce.” That is, instead of incorporating backdoors into devices to help authorities get the data, governments have instead invested money into buying hacking tools and spyware that can subvert the security of devices and their owners. For Green, that truce is about to be disrupted That, in theory, suggests we will get to a point where companies can make their software and systems significantly less bug-ridden — and prone to attacks.

The end result, per Green, is that governments could ask for backdoors again, making everyone’s devices less secure

We asked several people to chime in on Green’s argument, from privacy and cybersecurity experts to hackers who have experience developing hacking tools for governments.

Read More: Anthropic and: OpenAI are joining the AI stage at TechCrunch Disrupt 2026

Some agree with Green, some disagree, and some see it both ways. Luna Tong, a researcher who has previously worked at two prominent companies that search for bugs and develop exploits to help governments break into systems, agreed with Green, saying that there is a “gold rush of bugs right now but it’s a temporary phenomenon and bugs will get scarce again soon.”

Another researcher, who has more than a decade of experience working at offensive security firms, said that he is worried AI could make human security researchers obsolete because it will be much harder to find bugs, and that defenders will eventually have the edge over offensive researchers. The person asked not to be named so that they could speak more freely.

“It’s clear that no state will throw away the possibility of surveillance,” said Paolo Stagno, the chief technology officer at Crowdfense, a well-known company that develops, acquires, and sells unknown vulnerabilities — also known as zero-days — to governments. Stagno explained that the current process of requiring governments to exploit security flaws to break into devices is the “most democratic system we have,” but that the status quo may not last if bugs become too hard to find.

Three other people who currently work in the offensive cybersecurity industry, and one who used to, disagreed.

Their arguments boil down to: Easy bugs will be easier to find; more complex bugs that are generally more valuable and useful for governments will not go away; and, AI can actively assist the researchers who sell bugs to government authorities. Hamid Kashfi, who is the founder of offensive security firm DarkCell and also works at the AI cybersecurity startup Xbow, said that “for every AI found and reported bug out there, there are probably 20 that are not reported.” Kashfi explained that researchers who do not want to report bugs to vendors can still find complex and valuable bugs.

Two of the researchers who currently make a living looking for bugs for zero-day firms told TechCrunch that they were less concerned about the rise of AI than they were about a slew of new security protections in modern devices that make them more difficult to hack.

Eva Galperin, the director of cybersecurity at the digital rights Electronic Frontier Foundation and an expert on government spyware, said that offense has the advantage today due to a combination of AI being highly capable of finding bugs, and an increase in the number of vulnerabilities introduced

On the other hand, Galperin argued that finding more bugs doesn’t necessarily mean more bugs will be patched fast enough, or even at all, given that patching can be a complex process. Galperin said that there will still be a renewed push for backdoors at some point because authoritarian regimes always want “exceptional access.”

Katie Moussouris, who has helped companies both big and small deal with reported bugs and patch them for decades, said that, “we have some distance to go before the latest phones and laptops are completely bug free.”

“There will be some point at which finding bugs will be much harder and that may trigger these pressures to build in backdoors,” said Moussouris, the founder and CEO of Luta Security. “I think we have at least until after the next presidential election before the intelligence community is materially hampered enough to push for backdoors in a serious way,” said Moussouris.

Also Read: Barret Zoph,: the Thinking Machines co-founder who defected to OpenAI, is now

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence. Lorenzo Franceschi-Bicchierai is a Senior Writer at TechCrunch, where he covers hacking, cybersecurity, surveillance, and privacy.

You can contact or verify outreach from Lorenzo com, via encrypted message at +1 917 257 1382 on Signal, and @lorenzofb on Keybase/Telegram. The startup community will gather to answer a pivotal question: How do you build sustainably in the AI era? Musk’s faster path to more gas turbines comes with pollution problem

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Frequently Asked Questions

AI-powered security tools can help governments identify vulnerabilities in software and hardware systems, but also raise concerns about the potential for backdoors and surveillance.

The use of hacking tools is becoming more prevalent and sophisticated, with AI-powered tools playing a key role in this evolution.

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Tech journalist and AI enthusiast who enjoys keeping up with the latest in hardware, processors, emerging AI tools, and software. I like digging into new technology, understanding how things actually work, and following the developments that could shape the way we use technology in the future.

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