Search Index

AI has long been a controversial topic, with some people fearing its potential consequences. This has been exacerbated by popular culture, with movies such as "The Terminator" and "2001: A Space Odyssey" depicting AI systems becoming self-aware and turning against humans. Go back Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link The evolution of AI: understanding the role of NLP technologies Last updated: 08/03/25 Published: 08/05/23 Artificial intelligence (AI) has long been a controversial topic, with some people fearing its potential consequences. This has been exacerbated by popular culture, with movies such as The Terminator and 2001: A Space Odyssey depicting AI systems becoming self-aware and turning against humans. Similarly, The Matrix portrayed a dystopian future where AI systems had enslaved humanity. Fast forward to 2023- AI has become a normal part of our everyday life, whether we realise it or not. From virtual assistants like Siri and Alexa to personalised movie and product recommendations, AI-powered technologies have revolutionised the way we interact with technology. AI also plays a critical role in industries such as healthcare, finance, and transportation, with algorithms helping to analyse data, identify patterns, and make predictions that lead to better decision-making. As with any industry, the AI industry is very much prone to evolution. In fact, this is especially relevant for the AI industry, given that it engages user habits to learn and redefine its understanding. This has led to the introduction of unforeseen technologies. One of the most studied and developed AI modelling techniques, Natural Language Processing (NLP), has been particularly placed under focus recently with the emergence of technologies such as Open AI’s ChatGPT, Google’s Gemini (formerly Bard) AI and Microsoft’s Bing AI- known as Copilot. ChatGPT in particular, was one of the first technologies of this kind to garner significant fame. Within its first year of release, the GPT-3 model had more than 10,000 registered developers and over 300 applications built on its application programming interface (API). In addition, Microsoft acquired OpenAI's exclusive license to the GPT-3 technology in 2020, further solidifying its position as a leading language model in the industry. ChatGPT works as an advanced artificial intelligence technology designed to understand and process human language. Built on the GPT-3.5 architecture, it uses NLP to comprehend and generate responses that simulate human conversation. ChatGPT is classified as a large language model, which means it has been trained on vast amounts of data and can generate high-quality text that is both coherent and relevant to the input provided. While concerns have been raised about the potential impact of NLP technologies, there are several reasons why we should not fear their emergence. Firstly, NLP has already enabled a wide range of useful applications that have the potential to improve efficiency, convenience, and accessibility. Furthermore, the development and deployment of NLP technologies is subject to ethical considerations and regulations that aim to ensure their responsible use. NLP technologies are not designed to replace humans, but rather to complement and enhance human capabilities. While some jobs may be impacted by automation, new jobs are likely to emerge that require human skills that are not easily replicated by machines. Ultimately, the impact of NLP technologies depends on how they are developed and used. There are always likely to be risks, but by taking a proactive approach to their development and deployment, we can ensure that they are used to benefit society and advance human progress. Written by Jaspreet Mann Related articles: AI: the good, the bad, and the future / Latent space transformations / Markov chains REFERENCES Hirschberg, Julia, and Christopher D. Manning. “Advances in Natural Language Processing.” Science, vol. 349, no. 6245, July 2015, pp. 261–66. DOI.org (Crossref), https://doi.org/10.1126/science.aaa8685. What Is Natural Language Processing? | IBM. https://www.ibm.com/topics/natural-language-processing. Accessed 1 May 2023. Biswas, Som S. “Role of Chat GPT in Public Health.” Annals of Biomedical Engineering, vol. 51, no. 5, May 2023, pp. 868–69. Springer Link, https://doi.org/10.1007/s10439-023-03172-7. Davenport, T.H. (2018). The AI Advantage: How to Put the Artificial Intelligence Revolution to Work. MIT Press. Bird, S., Klein, E., & Loper, E. (2009). Natural Language Processing with Python. O'Reilly Media.

Dive into the latest biological research! Explore the profound impact of negligent exercise on well-being, discover breakthroughs in organoid and iPSC research, and gain insights into how biomarkers are enabling disease diagnosis and prevention. Biology Articles Dive into the latest biological research! Explore the profound impact of negligent exercise on well-being, discover breakthroughs in organoid and iPSC research, and gain insights into how biomarkers are enabling disease diagnosis and prevention. You may also like: Cancer , Ecology , Genetics , Immunology , Neuroscience , Zoology , and Medicine Can a human brain be uploaded to a computer? Uncovering the possibilities of transferring information from your brain to a computer Impacts of negligent exercise on physiology How to avoid negligent personal training as it can harm the individual Key historical events in public health A timeline of discoveries in the history of public health Influence of different environmental factors on exercise How different environmental factors can affect exercise Why bacteria are essential to human survival The benefits of bacteria Will diabetes mellitus become an epidemic? Diabetes mellitus is when the body is unable to produce enough insulin or becomes resistant to it Correlation between a country's HDI and COVID-19 mortality rate HDI stands for Human Development Index, i.e. how much a country is developed considering various factors such as wealth Rising food prices Food deserts and malnutrition Organoids in drug discovery What organoids are, their applications in drug discovery and more The genesis of life What came first: the chicken or the egg? Challenges in endometriosis Form underreporting to under-research iPSCs and organoids iPSC stands for induced pluripotent stem cells PCOS and endometriosis These two diseases are very similar, but how are they different? Neutrophil gelatinase-associated lipocalin (NGAL) A biomarker for renal damage Childhood stunting Its issue in developing countries Innovations in the biosciences The biggest ones currently Various health models Understanding health through different stances Medicinal Manuka The benefits of using Manuka honey as medicine The dual role of mitochondria A mechanism for survival, or death? Next

Sharpen your knowledge on this subject with articles dissecting the branch of behavioural economics (the role of honesty, endowment effect, loss of aversion, effect of time), among others. Economics Articles Sharpen your knowledge on this subject with articles dissecting the branch of behavioural economics (the role of honesty, endowment effect, loss of aversion, effect of time), among others. You may also like: Maths The role of honesty Article #1 in a series on behavioural economics The endowment effect Article #2 in a series on behavioural economics Loss aversion Article #3 in a series on behavioural economics COMING SOON

It’s been found that the species Dicrurus adsimilis (fork-tailed drongos) uses deception by flexible alarm mimicry to target and carry out food-theft attempts. The deceptive tactics of the fork-tailed drongo were studied which includes the use of false alarm calls and mimicked calls. Research was done on 64 wild drongos in the Kalahari Desert and it was found that the drongos spent more than a quarter of their time watching their target species which included southern pied babblers and meerkats Go back Facebook X (Twitter) WhatsApp LinkedIn Pinterest Copy link Deception by flexible alarm mimicry in an African bird Last updated: 05/11/24 Published: 28/12/22 It’s been found that the species Dicrurus adsimilis (fork-tailed drongos) uses deception by flexible alarm mimicry to target and carry out food-theft attempts. The deceptive tactics of the fork-tailed drongo were studied which includes the use of false alarm calls and mimicked calls. Research was done on 64 wild drongos in the Kalahari Desert and it was found that the drongos spent more than a quarter of their time watching their target species which included southern pied babblers and meerkats. The other species’ would listen to the alarm calls made by drongos and would rush to take cover as they would if it was an alarm call from their species. These alarm calls were beneficial to them as it increased the number of returns from foraging and reduced their vigilance. However, the drongos used this to their advantage and if the target species was to find a large item of food the drongos could produce a false alarm call to make the target species run to cover out of fear which allowed the observing drongo to steal the deserted food. In 42% of cases of false alarms the drongos used a mimicked cry and in another 27% it was a mixture of mimicked and drongo-specific. This could be because target species are more likely to respond to a mimicked alarm call. In the case of babblers, if they heard a mimicked alarm call they would take longer to carry on foraging than with a drongo-specific call. The results show that false alarm calls by drongos work to distract their target but the call should also be frequently changed and not overused for best results. Written by Areebah Khan Related article: Conserving the Californian condor SUMMARISED FROM Flower, T.P., Gribble, M. and Ridley, A.R. (2014) “Deception by flexible alarm mimicry in an African bird,” Science, 344(6183), pp. 513–516.

Resources such as: other websites, textbooks, YouTube videos, and books to help! Aiding university students studying STEM subjects. Extra Resources A masterlist of other websites, textbooks, YouTube videos, and books to help with your studies, research and revision. You may also like: A-level resources, IB resources, Entrance exam preparation, FREE CV check!, STEM book reviews Representation in STEM Sisterhood in STEM GENERAL INFORMATION Referencing guide: Cite Them Right Cite this for me ZoteroBib (fast, free reference generator) Phrasebank to help with essays Free notes and textbooks: Studocu Grammar checker: Grammarly (available as a browser extension) Money financing for students: Save the Student Others: New Scientist (print and online magazine) BBC iPlayer science and nature documentaries WEBSITES TO AID STUDIES Science and maths: MME Revise Cognito Resources Access Tuition Maths Genie LibreTexts: biology , chemistry , physics , maths , engineering , and medicine HELP WITH RESEARCH Databases: - PubMed - MEDLINE (by National Library of Medicine) - ScienceDirect - Web of Science - Literature search: Google Scholar - Participate in actual research: Zooniverse - citizen science - Top multi-disciplinary journal in the field: Nature Pharmacology sites: - Pharmgkb - Drug Bank - Check which drugs are in trial TEXTBOOKS FOR PHARMACOLOGY AND RELATED - Katzung's Basic & Clinical Pharmacology, 16th edition by Todd Vanderah, PhD - The Top 100 Drugs: Clinical Pharmacology and Practical Prescribing by Andrew Hitchings, Daniel Burrage, Dagan Lonsdale and Emma Baker BIOLOGICAL SCIENCES TEXTBOOKS Biology: - Campbell & Reece - Molecular biology and genetics: Molecular Biology of the Cell. 4th edition - Molecular Cell Biology by Lodish et al - Anatomy and physiology: Marieb - Principles of Animal Physiology by Moyes and Schulte - Animal Physiology by Hill, Wyse, and Anderson - Developmental Biology by Barresi and Gilbert - Cancer: The Biology of Cancer by Robert A. Weinberg Biochemistry: - Medical Biochemistry b y N. Mallikarjuna Rao Neuroscience: - Purves et. al - Kandel Immunology: - Immunobiology, 5th edition The Immune System in Health and Disease Genetics: - Emery's Elements of Medical Genetics and Genomics by Turnpenny & Ellard - Lewin’s Genes by Krebs, Goldstein, and Kilpatrick - Human Molecular Genetics by Strachan and Read CHEMISTRY TEXTBOOKS Physical chemistry: - Atkins Physical Chemistry (latest edition) - Solid State Chemistry (Fourth Edition) by Lesley Smart and Elaine Moore Organic chemistry: - Jonathan Clayden Organic Chemistry (latest edition) Inorganic chemistry: - Atkins Physical Chemistry (latest edition) - Housecroft Inorganic Chemistry (latest edition) - Electronic Structure (Basic Theory and Practical Methods) by Richard M. Martin - Two-minute Neuroscience - Amoeba Sisters (biology related) - Khan Academy (all STEM based) - TEDx Talk - Royal Society (range of science videos) - NumberPhile - patrickJMT (maths) - Tyler DeWitt (general chemistry) - Crash Course - Stanford Medicine (wellness) PHYSICS Resources: - Astronomy Picture of the Day - NASA STEM activities Textbooks: - University Physics by Young and Freedman - Introduction to Electrodynamics by Griffiths - Introduction to Elementary Particles by Griffiths - Introduction to Quantum Mechanics by Griffiths - Modern Quantum Mechanics (Third Edition) by J. J. Sakurai and Jim Napolitano - Introductory Statistical Mechanics by Bowley & Sanchez - Statistical Mechanics: A Survival Guide by Glazer & Wark - Electricity and Magnetism by Morin and Purcell - Concepts in Thermal Physics by Blundell and Blundell - Introduction to Solid State Physics by Mittel & McEuen - Solid State Physics by Ashcroft and Mermin - Space, Time, and Geometry by Sean M. - Density Functional Theory by David S. Sholl and Janice A. Steckel - The Physics of Semiconductors: An Introduction Including Nanophysics and Applications by Marius Grundmann MATHS Textbooks: - Mathematical Methods for Physicists and Engineers by Riley Benson and Hobson - Mathematics for Natural Scientists 1 and 2 by Lev Kantorovich - Advanced Engineering Mathematics by Kreyszig - Thomas's Calculus by George B. Thomas - Mathematical Methods for Science students by G Stephenson - Contemporary Abstract Algebra by Joseph A. Gallian Read this article on how to excel in maths COMPUTER SCIENCE AND RELATED Resources: - Codeacademy - W3Schools ( has tutorials for HTML/ CSS/ Javascript, Python, Java, and many other languages) - Adacomputerscience - TeachComputing - Codewars (practise coding with your friends) - freeCodeCamp PSYCHOLOGY Resources: - QMUL resource guides - Psychology Today - Royal Holloway activities and research - Verywell Mind INFORMATIVE YOUTUBE CHANNELS

Brush up on your mathematical knowledge with informative articles ranging from statistics and topology, to latent space transformations and Markov chain models. Maths Articles Brush up on your mathematical knowledge with informative articles ranging from statistics and topology, to latent space transformations and Markov chain models. You may also like: Economics , Physics , Engineering and Technology Unlocking the power of statistics What statistics are and its importance Latent spac e transformations Their hidden power in machine learning Topology In action Teaching maths How we can apply maths in our lives How to excel in maths A useful resource for students studying the subject Cognitive decision-making The maths involved Cross-curricular maths The game of life The maths behind trading A comprehensive guide to the Relative Strength Index (RSI) Markov chain models Named after the Russian mathematician, Andrei Markov, who had first studied them

Study the plethora of interactions between drug and target with these articles focusing on antibiotic resistance, analgesics, and drug treatments for diseases with presently no cure. Pharmacology Articles Study the plethora of interactions between drug and target with these articles focusing on antibiotic resistance, analgesics, and drug treatments for diseases with presently no cure. You may also like: Chemistry , Medicine Effect of heat on medicine When medication is exposed to extreme heat, what happens? Antibiotic resistance Its rising threat Exploring ibuprofen Ibuprofen is a painkiller A treatment for Parkinson's disease By using a common diabetes drug mRNA vaccines What they are, and how they are different to traditional (live, attenuated, or viral-vectored) vaccines Anthrax toxin Using bacterial toxins to treat pain

Recognising the remarkable contributions in the vast field of engineering, including silicon hydrogel contact lenses, wireless electricity, hydrogen cars and many other innovations. Engineering Articles Recognising the remarkable contributions in the vast field of engineering, including silicon hydrogel contact lenses, wireless electricity, hydrogen cars and many other innovations. You may also like: Maths , Physics , Technology Pioneers in biomedical engineering An International Women's Month collab with Kameron's Lab Silicon hydrogel contact lenses A case study on this latest innovation in eye vision correction Nikola Tesla and wireless electricity Tesla's dream of Wardenclyffe Tower: why did it not become a reality? Hydrogen cars Are they the future model of cars in the UK? The Titan Submersible Investigating its failure due to its design and engineering

Step into the intricate field of dentistry and learn about dental tourism, tooth decay, water fluoridation- and more. Dentistry Articles Step into the intricate field of dentistry and learn about dental tourism, tooth decay, water fluoridation- and more. You may also like: Medicine Water fluoridation Diving deep Dental tourism What is 'Turkey teeth'? Tooth decay And how to prevent it COMING SOON

Elements, compounds, and mixtures make up the building blocks of materials that shape our world. Read on to uncover how atoms, molecules, and reactions are fundamental to life on Earth. Chemistry Articles Elements, compounds, and mixtures make up the building blocks of materials that shape our world. Read on to uncover how atoms, molecules, and reactions are fundamental to life on Earth. You may also like: Medicine , Pharmacology The role of chemistry in medicine Medicinal chemistry and its uses Metal organic frameworks And their potential use in cancer drug delivery The biochemistry of cancer And how integrins can be desirable targets Metal compounds In anti-cancer drugs Female Nobel prize winners What were their contributions? Drug chirality Why is it important? Green chemistry And sustainability for the future Chemistry in space exploration What is its role? Environmental impact of electrical vehicles A chemical perspective From botulism to beauty Botulinum toxins Chemistry of an atomic bomb What is the key process behind these explosions? Vitamins Discussing their importance in the body The story of pigments and dyes The chemistry in an artist's palette Zinc fingers Transcription factors regulating gene expression Emotional chemistry On a molecular basis Nuclear safety The silent protectors Modern-day chemistry And its related challenges The story of the atom The history of the atomic model Nanoparticles A probable treatment for diabetes Exploring food at the molecular level Gastronomy Next