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A team of researchers from Princeton and Oxford has uncovered a decades‑old handwritten note by Richard Feynman that formulates a mathematical solution to the classic “restaurant‑stopping” problem faced by travelers.Decoding Feynman's Hidden Stopping ProblemThe study, published in the Proceedings of the National Academy of Sciences, reconstructs Feynman's original equation, which advises diners to keep trying new venues until a quality threshold is met. That threshold is not static; it declines more rapidly as the remaining nights in a city decrease, reflecting the diminishing value of future visits to a discovered gem.Feynman's notes were handwritten in the 1970s after a lunch with friend Ralph Leighton.The model assumes a fixed range of restaurant quality and equal probability of encountering any quality level.When the distribution of restaurant quality is uneven, the optimal threshold shifts—higher when few gems exist, lower when most venues are above average.Experimental Findings from 2,520 ParticipantsTo test human behaviour, the authors recruited 2,520 volunteers for an online simulation where participants imagined staying in a city for varying lengths of time and chose restaurants from a grid.Participants’ thresholds fell linearly with the proportion of nights remaining, rather than the rapid decline predicted by Feynman's formula.Despite its simplicity, the linear rule performed comparably to the original solution in the simulated environment.Implications for Decision‑Making and Tourism BehaviourThe findings bridge theoretical optimal‑stopping theory with everyday intuition, suggesting that people naturally adopt a decreasing‑threshold strategy when faced with limited opportunities. This insight could inform:Tourism recommendation engines that adapt suggestions as a trip progresses.Behavioral economics models of consumer search in other domains (e.g., housing, job hunting).Design of AI assistants that balance exploration and exploitation in real‑time.Future Directions for Adaptive Choice ModelsThe authors propose extending the model to dynamic environments where restaurant quality distributions change over time, and to incorporate personal preference heterogeneity. Real‑world field trials in travel apps could validate whether a linear decreasing threshold improves user satisfaction and discovery rates.

The Struggle to Find Employment in Grimsby In the Lincolnshire seaside town of Cleethorpes, a 19-year-old man named Cohen is sitting in the back seat of a car, putting on an Easter bunny outfit. He is hoping to use new photographs to advertise his mascot business for the upcoming holidays. Cohen, who has a learning disability, lives with his parents in neighbouring Grimsby and set up Co Co Mascots last year as one of his many attempts to find work. The Challenges of Job Hunting with a Disability Cohen has been applying for roles in holiday parks, retail, charity shops, and even the local football club Grimsby Town FC, which was recruiting for a new mascot. Despite his efforts, he has yet to find paid work. "The hardest thing is not hearing back [from a job application] and not getting feedback," says Cohen. "I start overthinking because I want it [a job] too much. A lot of the time, I think they [employers] will see you have a disability and will pick the person without one because they think the person with a disability is more work." The Economic Reality of Grimsby Grimsby was recently dubbed Britain's "worklessness capital" by the Telegraph due to the large proportion of its working-age people claiming benefits. The town has a higher number of working-age adults out of employment than the national average, and 41% of under-16s in the town live in relative low-income families. Once one of the world's largest fishing ports, Grimsby is still the UK's biggest fish-processing hub, reportedly making every other fish finger eaten across the country. The Impact on Young People For many young people in coastal places such as Grimsby, finding paid employment is hard – and having a disability compounds the issue. Cohen has been volunteering in charity shops and at food banks for more than a year now, and doesn't see his disability as a barrier to working. "My mind can wander a bit when I work so I need a nudge every so often. I just need a bit of support until I get used to the job and what is expected of me." The Future Outlook The Guardian's Against the Tide project aims to report on the lives of young people in coastal communities across England and Wales. The project will examine what kind of changes young people need to build the futures they want for themselves. For Cohen, he will continue to throw everything at his job search, hoping to find a permanent role that suits his needs and abilities.

The New Job Search FrontierGen Z workers are entering the toughest job market since the pandemic, with the number of job seekers vastly outweighing available positions. As traditional application methods yield diminishing returns, young professionals are turning to social media platforms to showcase their skills and personalities in creative ways. This shift represents a fundamental transformation in how job seekers approach career opportunities in an increasingly digital world.Creative Content as Career CurrencyYoung workers are leveraging platforms like Instagram and TikTok to create video resumes, quirky presentations, and authentic content that highlights their unique value propositions. Sibusisiwe Khupe, 26, exemplifies this approach by describing herself as a "really hot, really talented, really funny" gen Zer in a LinkedIn post, plastering her face across slides with her work experience. Similarly, Anya Roodnitsky created a 94-second Instagram video showcasing her skills with humor and personality, which garnered over half a million views and ultimately led to a job offer.Market Challenges and StatisticsThe global hiring rate has plunged to a five-year low, with the number of applicants for every job opening increasing by nearly 30%, according to LinkedIn data. About 72% of candidates report that the job search negatively affects their mental health, and two-thirds feel burned out before landing a job. College graduates face especially tough conditions, with an unemployment rate of almost 6% compared to 4.2% for all workers of any age, according to Federal Reserve Bank of New York data.Industry Transformation and Employer ResponseAs companies increasingly rely on AI to vet résumés and conduct interviews, job seekers are finding it harder to stand out through traditional channels. This has created a paradox where technology intended to streamline hiring processes is pushing candidates toward more human, creative approaches. Employers are beginning to recognize these unconventional methods, with career experts noting that video content can highlight soft skills like storytelling, enthusiasm, and passion that might be missed in traditional applications.The Future of Job SeekingAs Gen Z continues to reshape the job search landscape, we can expect further evolution in how candidates present themselves and how companies identify talent. While creative social media strategies may not replace traditional applications entirely, they are becoming an increasingly important supplement to job hunting. The most successful approach likely combines innovative content creation with traditional application methods, creating a comprehensive personal brand that resonates with both human recruiters and AI screening systems.