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A study by Professors Brent Mittelstadt, Chris Russell, and Sandra Wachter from the Oxford Internet Institute shows that (LLMs) pose a risk to science with false answers. The paper was published in Nature Human Behavior and reveals that untruthful responses, also referred to as hallucinations, cause LLMS to deviate from contextual logic, external facts, or both.
Earlier this year, the Future of Life Institute issued an open letter calling for a pause on research and experiments on some AI systems to address some of the serious threats posed by the technology. The open letter was signed by nearly 1200 individuals, including several prominent IT leaders such as Elon Musk and Steve Wozniak.
One of the reasons for this problem in LLMs is the lack of reliability of the source. LLMS are trained on large datasets of text, taken from various sources, which can contain false data or non-factual information.
The researchers for the paper recommend that clear expectations should be set around what LLMs can responsibly and hopefully contribute to, and to be mindful of the inherent risks. For tasks where truth and factual information are critical, such as the field of science, the use of LLMs should be restricted.
Every autumn, All Souls College seeks to elect Examination Fellows, formerly known as Prize Fellows. The College normally elects two from a field of one hundred and fifty or more candidates. The Fellowships last seven years and cannot be renewed.
Examination Fellows are full members of the College's governing body, with a vote, a stipend or scholarship allowance if eligible for scholarship status, free board and single accommodation in College, and various other benefits. The College normally pays the University fees of Examination Fellows who are studying for degrees at Oxford. The level of the stipend or scholarship allowance and other benefits are described in the further particulars for each competition.
Most Examination Fellows follow an academic career. You have seven years of research in ideal conditions, in regular contact with leading scholars in your field, and free from many of the pressures, financial and otherwise, which can afflict graduate students. In seven years you might, for example, be able to complete a doctorate, turn it into a book, and then start on another project. The College also encourages Fellows to get involved in University teaching. So, if you aim for an academic career, the College helps you gain experience of tutorial teaching, and if you give lectures your salary is increased.
Fellows are expected to play an active part in College life. Again, this can take various forms. In particular, in the first year of Fellowship we hope that you would dine in College at least twenty-eight times each term ('term' being defined to include part of the vacation before and after full term). This helps foster fruitful interactions: you get to know other Fellows and they get to know you. Fellows pursuing non-academic careers can comply with this convention by, for example, working in London or elsewhere during the week and coming to Oxford at term-time weekends.
Scripts are anonymous: we give you a number to conceal your identity. Any Fellow may read the scripts, but a group of examiners (usually two per subject) takes the lead in the marking and draws up a short-list, usually of about five or six candidates. Other Fellows can add to the short-list if they think the examiners have overlooked a strong candidate. Short-listed candidates are invited to attend a viva voce examination (see below for more details). The election is made by the Fellowship as a whole.
The viva is on the morning of the last Saturday of October. The election is made on the first Saturday of November. If you were to be elected, you would normally be a Fellow from the next day, and could move into College very soon after. You could, however, apply to defer the start of the Fellowship by up to one year.
Most candidates have performed outstandingly well in their academic careers thus far, and the examination, including the viva, is designed to allow the College to distinguish among very talented people. We are impressed by thoughtfulness and scholarship beyond the level of Finals, but do not expect candidates to be perfectly right about everything: flexibility and responsiveness to argument count for a lot, both in the written papers and in the viva. The specialist papers contain a broad range of questions within each subject. On those papers, as in a Finals paper, you should write for specialists in your field. In the general papers we look for signs of broad interests and awareness of the relevance of your particular areas of knowledge to wider issues. In the first general paper, you have the opportunity to answer questions on a range of topics including the arts, science, politics, literature, current affairs, and issues in education and sport. These questions are not linked directly to the specialist subjects. In the second general paper, the questions are broadly related to each of the subjects on which there are specialist papers. You can focus on the questions concerning your specialist subject, or answer questions relating to other subjects, or a mixture of the two. In both general papers, you should write for an educated, but non-specialist, readership.
There is no single formula for gaining the Fellowship: the important thing is to write scripts that show you at your best. Bear in mind that you may need to allow yourself more latitude and ambition than usual. In the Fellowship Examination, some risks may yield significant rewards.
If you are short-listed, you will be invited to a viva on the morning of the last Saturday of October. The viva lasts for about 25 minutes. You will only be asked about your written work from the examination. It is a good idea to make brief summaries of your answers soon after the examination so that if you are called to a viva you can remind yourself of what you wrote. About fifty Fellows attend the vivas. The examiners who marked your scripts will ask most of the questions, and although any Fellow may question you, usually only a few intervene. Vivas are meant to be friendly, to allow candidates to show themselves at their best.
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Research on emerging infectious diseases can only be conducted during outbreaks. Although virology has improved, a well calibrated and effective public health response is often lacking. Epidemiological and clinical research as well as mathematical modelling will give us answers during the epidemics and help us provide better diagnostics and better treatments.
Sir Peter Horby is Moh Family Foundation Professor of Emerging Infections and Global Health at the University of Oxford and the Director of the Pandemic Sciences Institute. The Pandemic Sciences Institute is a multidisciplinary initiative to create collaborative science-driven solutions to identify, prepare for, and counter pandemic threats. He is also Executive Director of the International Severe Acute Respiratory and emerging Infections Consortium (ISARIC), a consortium of international, national and local research networks whose research activities span 134 countries worldwide.
He is the former, and founding, Director of the Oxford University Clinical Research Unit in Hanoi, Vietnam. The unit was established in early 2006 and conducts research on infectious diseases which crosses the disciplines of basic science, medical science and public health.
Philosophy Papers available in the Final Honour Schools of PPE; Literae Humaniores (Classics); Philosophy and Modern Languages; Philosophy and Theology; Physics and Philosophy; Mathematics and Philosophy; Psychology, Philosophy and Linguistics; Computer Science and Philosophy.
Each Final Honour School has regulations about which subjects are required. Certain combinations of subjects are not permitted. This information and the official syllabuses for subjects may be found in the Examination Regulations, and it is these which form the framework within which exam questions on a paper must be set.
To help your choices, below are brief, informal descriptions of the papers, followed in some cases by suggested introductory reading. You should always consult your tutor about your choice of options, noting also the advice in the next paragraph.
You should note that the Examination Regulations remain the ultimate authority on what options may be offered within your degree. Students are both strongly advised to check the Regulations before making a decision on what to study.
The purpose of this subject is to enable you to gain a critical understanding of some of the metaphysical and epistemological ideas of some of the most important philosophers of the early modern period, between the 1630s to the 1780s.
This period saw a great flowering of philosophy in Europe. Descartes, Spinoza and Leibniz, often collectively referred to as "the rationalists", placed the new "corpuscularian" science within grand metaphysical systems which certified our God-given capacity to reason our way to the laws of nature (as well as to many other, often astonishing conclusions about the world). Locke wrote in a different, empiricist tradition. He argued that, since our concepts all ultimately derive from experience, our knowledge is necessarily limited. Berkeley and Hume developed this empiricism in the direction of a kind of idealism, according to which the world studied by science is in some sense mind-dependent and mind-constructed.
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