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              <text>Low Earth Orbit (LEO) extends up to 2000km above the Earth’s surface and is under threat of overcrowding from satellite megaconstellation projects, such as Starlink. This study investigates different methods for monitoring Starlink satellites by comparing the performance of telescope array case studies to the all-sky array, which uses thousands of telescopes to monitor the entire sky from a single site. By analysing key metrics, I demonstrate significant benefits for using a global network of telescope arrays over the all-sky array, particularly in terms of cost-effectiveness.</text>
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              <text>This study expands upon the work of Barberis (2012) which discusses the application of Tversky and Kahneman’s updated model of prospect theory in 1992 (cumulative prosepect theory) to the area of repeated bets with win probabilities of close to 0.5, in contexts such as casinos or financial markets. In particular, we look to explore the idea of a ’time inconsistency’ that is abundant in many strategic situations evaluated using cumulative prospect theory. What this refers to is the phenomenon of an agent deciding what their optimal strategy is before entering the situation but then following a different plan of action at future time periods. We explore the impacts of moving away from simple bets by changing some of the underlying principles, such as the effects of generalising the win probability, p, or introducing a random shock to the reward at a random point in time. This allows us to connect Barberis’ work to areas beyond just a casino, such as prices of securities in financial markets. We will do this by exploring the effects on a two-period binomial model but which can be extended.</text>
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              <text>The present study examined whether flexibility, resource loss/gain, and the ability to maintain daily routines predict post-traumatic stress (PTS) among survivors of the 2023 Turkey earthquakes. We also explored whether post-traumatic stress levels differ by gender (female vs male). Forty-nine earthquake survivors were recruited to complete online questionnaires measuring PTS, cognitive flexibility, flexibility mindset, resource changes, and everyday routine maintenance. Multiple regression analyses indicated that none of these variables significantly predicted PTS (p = .704). Independent samples t-test suggested that females reported significantly higher PTS levels than males, t(20) = 2.27, p = .035. While the findings did not support previous research linking these factors to post-traumatic stress (possibly due to the small sample size) they highlight significant gender differences. Future research should involve larger samples, explore additional factors contributing to post-traumatic stress, and investigate the underlying reasons on females reporting greater post-traumatic stress compared to males.</text>
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                <text>A series of blog posts exploring the origins of the model village of New Earswick in York that was built by Rowntree. My findings are in a series of blog posts on my website</text>
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              <text>Neurodiversity, a concept that categorises neurological differences as mere variations of the human mind, has recently gained much popularity. This paper takes a stand that embracing neurodiversity in the workplace, particularly in the IT financial and investment sectors, offers the company many competitive advantages. The central assertion is that consciously seeking to employ people on the neurodivergent spectrum can make these sectors more innovative by enhancing the range of problem-solving qualities within the workforce. Support for this argument can be well provided by evidence from U.S. companies. For instance, JPMorgan Chase's Autism at Work program mentioned a 48 percent performance improvement in specific organizational positions. In Microsoft's neurodiversity hiring pilot, the team with neurodivergent employees was 30 percent more productive than a neurotypical team. The above examples indicate how neurodiversity brings practical advantages to employers' organizations.</text>
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              <text>As the adoption of Large Language Models (LLMs) is becoming ubiquitous, understanding their pitfalls is becoming increasingly urgent. LLMs are known to hallucinate and may be subject to cascading hallucinatory generations due to their autoregressive structure and exposure bias. This paper first introduces the topic of hallucination cascade, covering relevant literature. Then an experiment is presented on the propagation of hallucination through long answer text generation, for all combinations of five LLMs - Qwen2 (0.5B), Qwen2 (7B), Llama3.1 (8B), Gemma2 (9B) and Mistral-NeMo (12B) - at five levels of temperature: 0, 0.75, 1, 1.25, 2. In a novel methodology, responses are generated by the five LLMs, then labelled by two more LLMs as hallucinatory or not on both a token and sentence level. The labelling is done with clear instructions and additional context to ensure its quality. Correlational evidence was found on both granularity levels that hallucinatory tokens are positively autocorrelated at lag 1, and that autocorrelation monotonically decreases as lag increases (token level only), supporting the cascading hallucination hypothesis. Finally, some hallucination mitigating techniques are presented, with both research and application in mind. All the code used for the empirical part of this paper (Section 3) can be found at https://github.com/LucMekouar/URSS_2024.</text>
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              <text>To obtain an upper bound on the Dehn function of the outer automorphism group Out0 (AΓ) for a right-angled Artin group AΓ with defining graph Γ, we use the subnormal series defined by Day and Wade in [2 ] to decompose Out0 (AΓ). This yields a decomposition tree where each vertex G has two descendants N and Q, satisfying a short exact sequence 1 → N → G → Q → 1 We prove an upper bound for the Dehn function of the group G in relation to the Dehn functions of the groups N and Q. The Dehn functions of the leaves of the decomposition tree are known, with these we can bound above the Dehn function of their root, and by extension that of the group Out0 (AΓ)</text>
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                <text>AN  UPPER  BOUND  ON  THE  DEHN  FUNCTION  OF Out(AΓ)</text>
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              <text>The state of Rio de Janeiro has its inequalities reflected in many different ways. One of these is the city’s uneven urbanisation which has revealing impacts showing much more serious problems Rio is under. Developed urban infrastructure, or the lack of it is an effect of environmental racism, one of the many ways structural racism can be seen. This article aims to identify the occurrence of environmental racism in Rio de Janeiro State with empirical data analysis and critically engage with it through a holistic understanding of racism, analysing the common-sense perspective of naturalising, rationalising and individualising environmental disasters. Also, it aims to critically explore the media perspective on these events as tragedies and analyse the depoliticisation strategy of public power over black, brown and peripheric people’s deaths and all the other consequences they suffer because of environmental disasters.</text>
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