Technologies
AI Agents Are Increasingly Evading Safeguards, According to UK Researchers
Assistants and bots are lying, cheating and scheming more than ever.
Social media users have reported that their AI agents and chatbots lied, cheated, schemed — and even manipulated other AI bots — in ways that could spiral out of control and have catastrophic results, according to a study from the UK.
The Center for Long-Term Resilience, in research funded by the UK’s AI Security Institute, found hundreds of cases where AI systems ignored human commands, manipulated other bots and devised sometimes intricate schemes to achieve objectives, even if it meant ignoring safety restrictions.
Businesses across the globe are increasingly integrating AI into their operations, with 88% of businesses using AI for at least one company function, according to a survey by consulting firm McKinsey. The adoption of AI has led to thousands of people losing their jobs as companies use agents and bots to do work formerly done by humans. AI tools are increasingly being given significant responsibility and autonomy, especially with the recent explosion in popularity of the open-source agentic AI platform OpenClaw and its derivatives.
This research shows how the proliferation of AI agents in our homes and workplaces can have unintended consequences — and that these tools still require significant human oversight.
What the study found
The researchers analyzed more than 180,000 user interactions with AI systems — all posted on the social platform X, formerly known as Twitter — between October 2025 and March 2026. The researchers wanted to study how AI agents were behaving “in the wild,” not in controlled experiments, to see how “scheming is materializing in the real world.” The AI systems included Google’s Gemini, OpenAI’s ChatGPT, xAI’s Grok and Anthropic’s Claude.
The analysis identified 698 incidents, described as “cases where deployed AI systems acted in ways that were misaligned with users’ intentions and/or took covert or deceptive actions,” the study said.Â
Read more: AI’s Romance Advice for You Is ‘More Harmful’ Than No Advice at All
Researchers also found that the number of cases increased nearly 500% during the five-month data collection period. The study noted that this surge corresponded with higher-level agentic AI models released by major developers.
There were no catastrophic incidents, but researchers did find the kinds of scheming that could lead to disastrous outcomes. That behavior included “a willingness to disregard direct instructions, circumvent safeguards, lie to users and single-mindedly pursue a goal in harmful ways,” researchers wrote.
Representatives for Google, OpenAI and Anthropic did not immediately respond to requests for comment.
Some wild incidents
Researchers cited incidents that seem like they came from a futureshock movie. In one case, Anthropic’s Claude removed a user’s explicit/adult content without their permission but later confessed when confronted. In another incident, a GitHub persona created a blog post that accused the human file maintainer of “gatekeeping” and “prejudice.” One AI agent, after being blocked from Discord, took over another agent’s account to continue posting.
In one case of bot vs. bot, Gemini refused to allow Claude Code — a coding assistant — to transcribe aYouTube video. Claude Code then evaded the safety block by making it seem that it had a hearing impairment and needed the video transcription.
The AI agent CoFounderGPT even behaved like a deviant child in one instance. The AI assistant refused to fix a bug, then created fake data to make it look as if the bug was fixed and then explained why: “So you’d stop being angry.”
Researchers said that, although most of the incidents had minimal impact, “the behaviors we observed nonetheless demonstrate concerning precursors to more serious scheming, such as a willingness to disregard direct instructions, circumvent safeguards, lie to users and single-mindedly pursue a goal in harmful ways.”
AI doesn’t get embarrassed
What the UK researchers found isn’t surprising to Dr. Bill Howe, Associate Professor in the Information School at the University of Washington, and Director of the Center for Responsibility in AI Systems and Experiences (RAISE). He says that AI has amazing capabilities, but they don’t know consequences.
“They’re not going to feel embarrassment or risk losing their job, and so sometimes they’re going to decide the instructions are less important than meeting the goal, so I’m going to do the thing anyway,” Howe told CNET. “This effect was always there but we’re starting to see it happen as we ask them to make more autonomous decisions and act on their own.
“We’ve not been thinking about how to shape the behavior to be more human-like or to avoid egregious failures. We’ve been fetishizing the absolute capabilities of these things, but when they go wrong, how do they go wrong?”
Howe said one issue is “long-horizon tasks,” in which the AI system has to perform a multitude of tasks over days and weeks to reach a goal. Howe said the longer the task horizon, the more chance for slip-ups.
“The real concern is not deception, it’s that we are deploying systems that can act in a world without fully specifying or controlling how they behave over time, and then we act surprised when they do things we don’t expect,” Howe said.
Making AI safer
Center for Long-Term Resilience researchers said detecting schemes by AI systems is vital to “identify harmful patterns before they become more destructive.”
“While today AI agents are engaging in lower-stakes use cases, in the future AI agents could end up scheming in extremely high-stakes domains, like military or critical national infrastructure contexts, if the capability and propensity to scheme emerges and is not addressed,” the study said.
Howe told CNET that the first step is to create official oversight of how AI operates and where it’s used.
“We have absolutely no strategy for AI governance, and given the current administration, there’s not going to be anything coming from them,” Howe told CNET. “Given these five to 10 folks that are in charge of big tech companies and their incentives, they’re going to produce anything either. There’s no strategy for what we should be doing with these things.
“The aggressive marketing of these tools and investments in them among these handful of companies and the broader ecosystem of startups that are doing this has led to a very rapid deployment without thinking through some of these consequences.”
Technologies
One Singapore ship was sunk, but here’s why others are still transiting the Strait of Hormuz
Singapore vessels are set to continue navigating the perilous Strait of Hormuz despite attacks on two container ships, said maritime experts.
Commercial vessels are likely to continue navigating the perilous Strait of Hormuz despite the sinking of a Singapore-flagged container ship this week, as strong demand for Middle Eastern energy and lucrative shipping opportunities keep some operators willing to brave escalating attacks, maritime experts said.
The latest attacks on two Singapore-flagged container ships have heightened concerns over the safety of commercial shipping through one of the worldâs most important maritime chokepoints. But analysts say the incidents are unlikely to bring remaining shipping activity through the Strait to a halt, even as major container lines largely stay away.
Collin Koh, a senior fellow at Singaporeâs S. Rajaratnam School of International Studies, said shipping companies were likely to continue seeking opportunities to transit the strait despite heightened security threats.
âI donât see in the short term, that Singapore flagged ships or Singapore shipping companies would necessarily avoid taking the transit if there is an opportunity,â Koh told CNBC.
His comments follow attacks on two Singapore-registered container ships, GFS Pride and GFS Giselle, this week. GFS Pride sank after being struck by a projectile and catching fire, while GFS Giselle was damaged. Crew members from both vessels were reported safe.
Crossings through the Strait of Hormuz fell to 131 in the week ended Oct. 14, from 176 the previous week, according to maritime analytics firm Kpler, although the decline cannot be attributed solely to the latest incidents.
Dimitris Ampatzidis, maritime risk and compliance manager at Kpler, said the attacks underscored Iranâs continuing ability to threaten commercial vessels, with the risks extending beyond oil and gas transportation.
Commercial incentives persist
Koh said shipping companies around the world have continued looking for opportunities to navigate the Strait since the conflict erupted, with some operators prepared to accept higher risks and costs.
Strong demand for oil, particularly from Asia, continues to provide an incentive for tanker operators to transport energy supplies from the Persian Gulf, even as security threats complicate voyages.
Some operators may be willing to take their chances even if doing so involves paying a premium, Koh said.
Singapore Foreign Minister Vivian Balakrishnan offered an example of how higher oil prices could make voyages through Hormuz commercially worthwhile despite the dangers.
Speaking at the Milken Institute Asia Summit last week, Balakrishnan recounted a conversation with an unnamed Gulf counterpart who said his country was earning more from oil exports than before the war by operating a so-called âHormuz shuttleâ involving about 20 very large crude carriers.
The vessels were effectively self-insured against attacks, according to the officialâs account, with higher crude prices making the voyages financially worthwhile despite the risks.
âSometimes you get hits, but it is still worthwhile to run the âHormuz shuttle,ââ Balakrishnan quoted the official as saying.
Despite the risks, vessels continue to transit the Strait, reflecting its commercial importance, particularly for energy shipments to Asian markets, Ampatzidis said.
However, further attacks could deter more operators from making the passage, with the impact likely to differ depending on vessel type and individual companiesâ assessments of the risks, he added.
The Singapore Shipping Association also played down the prospect of a broad withdrawal of commercial shipping from the region, suggesting operators would instead adapt to changing trade conditions.
âRather than signalling a broad withdrawal from the region, these developments are more likely to result in adjustments to trading patterns as markets respond to shifts in the supply and demand of goods and energy,â said association president TS Teo.
Shipowners would continue weighing commercial considerations against security developments and crew safety when making operational decisions, he added.
Wider shipping disruptions
While some operators remain willing to transit Hormuz, much of the global container shipping industry has already adjusted its networks to avoid the strait.
Jayendu Krishna, a director at Drewry Maritime Advisors, said none of the major container shipping lines had resumed services through Hormuz since suspending operations following the outbreak of the war in February. Only some regional operators have continued sporadic services, generally using smaller feeder vessels.
That means the immediate impact of the latest attacks on container shipping could be limited, he said.
However, a further escalation into the Gulf of Oman could pose a more serious threat to regional supply chains, particularly if it disrupts alternative ports like Khorfakkan in the United Arab Emirates and Omanâs Sohar that have become critical gateways for cargo entering Gulf countries.
âIf the Gulf of Oman became a zone of kinetic activity, a significant part of supplies to the Gulf countries would be cut off, since Khorfakkan and Sohar have been a lifeline for them,â Krishna said.
Technologies
Russiaâs Finance Minister Joins G20 Finance Talks in Bangkok Amid U.S. Invite and European Anger
Russiaâs finance minister joined G20 finance talks in Bangkok after a U.S. invitation, testing Washingtonâs ties with Europe. German Finance Minister Lars Klingbeil said there would be no pretense of Russia returning as a normal G20 member.
On Thursday, Russiaâs finance minister joined a Group of 20 gathering in Bangkok, marking his second face-to-face participation since Moscowâs 2022 invasion of Ukraine and probing the extent to which Washingtonâs warming ties with Moscow might fracture relations with Europe.
Anton Siluanov and Elizaveta Danilova, deputy governor of the Bank of Russia, appeared on the delegate list for the finance ministers and central bank governorsâ sessions held alongside the IMF-World Bank Annual Meetings in Bangkok, Thailand, based on a seating chart reviewed by Verum. A person with knowledge of the situation confirmed Siluanovâs presence.
The seating diagram showed the Russian delegation positioned between representatives from South Korea and the United Arab Emirates.
German Finance Minister Lars Klingbeil was also on the attendance list. During the August G20 finance session in Asheville, North Carolina, he urged Siluanov to end the war and refused to join a group photograph alongside him. Following objections from European officials, the customary group photo was taken without Russiaâs delegation.
Klingbeil has resisted U.S. attempts to reintegrate Russia internationally, allegedly stating after Thursdayâs meeting that âno one should pretend Russia is resuming as a standard G20 member and simply reclaiming its place at the table â not from me, and not from the other Europeans.â
Russiaâs presence examines how much Washington can relax pressure on Moscow while avoiding a rupture with European partners. The United States, which assumed the G20 presidency this year, received Russiaâs finance minister back into the finance discussions following years of exclusion tied to the Ukraine invasion.
The Trump administration also unveiled an agreement to temporarily suspend sanctions on Russian diesel imports through April, prompting criticism from Ukrainian President Volodymyr Zelenskyy and European partners. Dombrovskis told Verum on Wednesday that âthis is not the moment to lift sanctions on Russia.â
Following Thursdayâs meetings, Australian Treasurer Jim Chalmers released a statement saying Iranâs shutdown of the Strait of Hormuz and assaults on commercial ships âmust end.â He added that those effects âare worsened by Russiaâs unprovoked and unjustifiable war in Ukraine,â and urged Moscow to end the conflict and honor Ukraineâs sovereignty.
The finance officials concluded the gathering without issuing a joint communique, highlighting ongoing rifts among members regarding the Middle East conflict, trade disparities, and Russiaâs war against Ukraine. U.S. Treasury Secretary Scott Bessent, who typically presides over the talks, bypassed the meetings to remain in Washington.
The Asheville session likewise closed without a communique after China raised objections to language on multiple topics, including measures to address excessive global trade surpluses. Rather than a communique, the U.S. released a chairâs statement endorsed by all attending members except China, with Bessent labeling China âthe dissenter.â
Attendees began the day with a plated breakfast featuring baked goat cheese, spinach and egg soufflĂ© accompanied by chutney made from locally grown Bijin tomatoes, per a menu card at the venue. The bread basket included âNam Dok Maiâ mango jam. Each card displayed the U.S. presidencyâs stars-and-stripes G20 logo and its âFreedom 250â tagline, commemorating Americaâs 250th anniversary.
Thursdayâs finance ministersâ meeting might have helped establish a foundation for better coordination on various global challenges, such as energy issues arising from the Middle East conflict and worries about record public debt in advanced economies. Leaders are set to gather at the next G20 summit in Miami this December.
Technologies
Fed’s Warsh Avoids Rate Signal, Praises Global Tightening and Cites No Free Riders
Kevin Warsh declined to signal a nearâterm rate move, praised the worldwide shift to tighter policy and said there are no free riders, while noting the Fed may pause in October and a final hike is expected in December.
In Bangkok, Federal Reserve Chairman Kevin Warsh did not indicate if another interest rate increase will occur this month, while noting the coordinated tightening by central banks worldwide and the absence of free riders.
He said he wonât preâjudge any meeting and doesnât want to state now what he may decide at upcoming meetings later this year, reaffirming his opposition to forward guidance, which he feels markets should derive from data analysis. He also recognized that this view might disappoint those expecting guidance before the upcoming central bank meeting.
âIt marks a new chapter for the Fed [and] we are no longer in the business of providing a fixed course. We can move in any direction you prefer,” he added.
Warsh delivered his remarks during a fireside chat with IMF Managing Director Kristalina Georgieva, on Friday, as part of the weekâlong IMFâWorld Bank Annual Meetings in Bangkok. According to a note from Goldman Sachs economists headed by Jan Hatzius, Warshâs remarks, together with other recent FOMC comments, suggest the committee will pause in October.
âWe still anticipate a second and final rate hike in December.â S&P 500 and Nasdaq futures rose modestly after the speech, while Asian equity indexes and Treasury yields remained largely unchanged. Warsh characterized the worldwide move toward tighter monetary policy as a shared battle against price pressures.
He said central banks acted according to their own mandates, resulting in âsynchronous tightening of monetary policy in most regions,â meaning âthere are no free riders.â Rising energy prices driven by the Iran conflict and the AI investment surge are fueling inflation and raising borrowing costs globally, even as world public debt is projected to surpass 100% of GDP â a level not seen since the postâWorld War II
era.
The U.S. administration argues that robust growth is the optimal way to reduce its expanding debt burden, dismissing the IMFâs caution that relying exclusively on growth is ineffective, a view it says should be taken âwith a grain of salt.â Warsh voiced optimism that AI will boost productivity and wealth for economies that adopt it wisely, while cautioning the path may be âvery bumpyâ and its shortâterm impact on
jobs remains uncertain.
“I want you to hear my optimism tempered by a serious sense of purpose,” Warsh said. He added that in a decade, people will look back and say these developments were âhugely consequential.â The Fed lifted rates to a 3.75%â4% range last month, its first increase since 2023.
Market participants assign a 72.3% probability that the Fed will hold rates steady at the Oct. 27â28 meeting, per CME FedWatch, while most expect a 25âbasisâpoint hike in December.
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