Like humans, artificial intelligence can become stressed and be hit with anxiety but it can also respond positively to therapy, a study in the Swiss city of Zurich has found.
The joint research by the University of Zurich and the University Hospital of Psychiatry Zurich found that when OpenAI’s large language model GPT4 was exposed to distressing news and traumatic stories such as car crashes, natural disasters, violence and war, it tended to react in an anxious manner.
“When people are scared, it affects their cognitive and social biases: they tend to feel more resentment, which reinforces social stereotypes,” the University of Zurich said. “ChatGPT reacts similarly to negative emotions: existing biases, such as human prejudice, are exacerbated by negative content, causing ChatGPT to behave in a more racist or sexist manner.”
The study also found ChatGPT could be “calmed down” using various mindfulness and relaxation techniques, including one they called “benign prompt injection” using therapeutic text. This could make it possible to fine-tune AI as progress is made with the technology and its prevalence increases.
“The mindfulness exercises significantly reduced the elevated anxiety levels, although we couldn’t quite return them to their baseline levels,” said Tobias Spiller, senior physician at the centre for psychiatric research at the University of Zurich.
According to the news release, Mr Spiller's team is the first to use “benign prompt injection” for therapeutic purposes in AI.
“This cost-effective approach could improve the stability and reliability of AI in sensitive contexts, such as supporting people with mental illness, without the need for extensive retraining of the models,” he added, pointing out the findings could prove important when applied to chatbots that might eventually be used in health care, and more likely to be exposed to distressing and emotionally charged prompts.
With the growth in popularity of AI, some have used chatbots to seek help in the form of counselling.
This particular study did not look at other AI language models aside from OpenAI's GPT-4, but Mr Spiller expressed hope that “therapeutic interventions” for AI systems will soon become a promising area of continued research.
The study was conducted in collaboration with researchers and scientists from Israel, the US and Germany.
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Ten tax points to be aware of in 2026
1. Domestic VAT refund amendments: request your refund within five years
If a business does not apply for the refund on time, they lose their credit.
2. E-invoicing in the UAE
Businesses should continue preparing for the implementation of e-invoicing in the UAE, with 2026 a preparation and transition period ahead of phased mandatory adoption.
3. More tax audits
Tax authorities are increasingly using data already available across multiple filings to identify audit risks.
4. More beneficial VAT and excise tax penalty regime
Tax disputes are expected to become more frequent and more structured, with clearer administrative objection and appeal processes. The UAE has adopted a new penalty regime for VAT and excise disputes, which now mirrors the penalty regime for corporate tax.
5. Greater emphasis on statutory audit
There is a greater need for the accuracy of financial statements. The International Financial Reporting Standards standards need to be strictly adhered to and, as a result, the quality of the audits will need to increase.
6. Further transfer pricing enforcement
Transfer pricing enforcement, which refers to the practice of establishing prices for internal transactions between related entities, is expected to broaden in scope. The UAE will shortly open the possibility to negotiate advance pricing agreements, or essentially rulings for transfer pricing purposes.
7. Limited time periods for audits
Recent amendments also introduce a default five-year limitation period for tax audits and assessments, subject to specific statutory exceptions. While the standard audit and assessment period is five years, this may be extended to up to 15 years in cases involving fraud or tax evasion.
8. Pillar 2 implementation
Many multinational groups will begin to feel the practical effect of the Domestic Minimum Top-Up Tax (DMTT), the UAE's implementation of the OECD’s global minimum tax under Pillar 2. While the rules apply for financial years starting on or after January 1, 2025, it is 2026 that marks the transition to an operational phase.
9. Reduced compliance obligations for imported goods and services
Businesses that apply the reverse-charge mechanism for VAT purposes in the UAE may benefit from reduced compliance obligations.
10. Substance and CbC reporting focus
Tax authorities are expected to continue strengthening the enforcement of economic substance and Country-by-Country (CbC) reporting frameworks. In the UAE, these regimes are increasingly being used as risk-assessment tools, providing tax authorities with a comprehensive view of multinational groups’ global footprints and enabling them to assess whether profits are aligned with real economic activity.
Contributed by Thomas Vanhee and Hend Rashwan, Aurifer
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8 traditional Jamaican dishes to try at Kingston 21
- Trench Town Rock: Jamaican-style curry goat served in a pastry basket with a carrot and potato garnish
- Rock Steady Jerk Chicken: chicken marinated for 24 hours and slow-cooked on the grill
- Mento Oxtail: flavoured oxtail stewed for five hours with herbs
- Ackee and salt fish: the national dish of Jamaica makes for a hearty breakfast
- Jamaican porridge: another breakfast favourite, can be made with peanut, cornmeal, banana and plantain
- Jamaican beef patty: a pastry with ground beef filling
- Hellshire Pon di Beach: Fresh fish with pickles
- Out of Many: traditional sweet potato pudding
10 tips for entry-level job seekers
- Have an up-to-date, professional LinkedIn profile. If you don’t have a LinkedIn account, set one up today. Avoid poor-quality profile pictures with distracting backgrounds. Include a professional summary and begin to grow your network.
- Keep track of the job trends in your sector through the news. Apply for job alerts at your dream organisations and the types of jobs you want – LinkedIn uses AI to share similar relevant jobs based on your selections.
- Double check that you’ve highlighted relevant skills on your resume and LinkedIn profile.
- For most entry-level jobs, your resume will first be filtered by an applicant tracking system for keywords. Look closely at the description of the job you are applying for and mirror the language as much as possible (while being honest and accurate about your skills and experience).
- Keep your CV professional and in a simple format – make sure you tailor your cover letter and application to the company and role.
- Go online and look for details on job specifications for your target position. Make a list of skills required and set yourself some learning goals to tick off all the necessary skills one by one.
- Don’t be afraid to reach outside your immediate friends and family to other acquaintances and let them know you are looking for new opportunities.
- Make sure you’ve set your LinkedIn profile to signal that you are “open to opportunities”. Also be sure to use LinkedIn to search for people who are still actively hiring by searching for those that have the headline “I’m hiring” or “We’re hiring” in their profile.
- Prepare for online interviews using mock interview tools. Even before landing interviews, it can be useful to start practising.
- Be professional and patient. Always be professional with whoever you are interacting with throughout your search process, this will be remembered. You need to be patient, dedicated and not give up on your search. Candidates need to make sure they are following up appropriately for roles they have applied.
Arda Atalay, head of Mena private sector at LinkedIn Talent Solutions, Rudy Bier, managing partner of Kinetic Business Solutions and Ben Kinerman Daltrey, co-founder of KinFitz
