AI-powered chatbot that can be scarily good, can be just as bad as the World Health Organisation

A new chatbot called chatGPT* is making waves. Some of its answers are scarily good. For example:

Question: What is a phase transition?

ChatGPT: A phase transition is a change in the physical state of a substance, such as a change from a solid to a liquid or a gas, or vice versa. Phase transitions are driven by changes in temperature, pressure, or other physical factors, and they can occur in both pure substances and mixtures. For example, water undergoes a phase transition from a liquid to a solid (ice) when it is cooled below 0 degrees Celsius, and it undergoes a phase transition from a solid to a gas (water vapor) when it is heated to its boiling point. The study of phase transitions is important in many fields, including chemistry, materials science, and meteorology.

ChatGPT (4th December 2022)

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A morning in the life of my personal ventilation status

Yesterday I went to the University of Bristol to give a seminar, on some of the physics of COVID-19 transmission. It was great to see the people there and chat, and I took along a CO2 monitor so my seminar could include some real-time data on how well ventilated the seminar room was. It turns out that the ventilation was not that great, but I then opened a window in the room and it got better. I am sure many more intelligent and better delivered seminars have been given at the University of Bristol Physics Department. But they can’t be many seminars during which the seminar a potential health hazard was identified by the speaker, who then partially addressed it during the same seminar.

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Evidence-based social distancing guidelines

Early on in the pandemic, social distancing measures were introduced, with various distances. The UK went for 2 m, the USA for 1.8 m (6 feet), Hong Kong 1 m, etc. None of these were based on much evidence, but we now know a lot more. COVID-19 is an airborne disease. Although more data is badly needed, it seems likely that somewhere between most, and almost all, infections are caused by breathing in virus, that an infected person breathed out seconds or minutes earlier. The virus is carried by tiny droplets suspended in the air. And most transmission is indoors.

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A day in the life of my CO2 exposure

Over the summer I am continuing to play around with my new toy: a CO2 meter. This measures the carbon dioxide aka CO2 in the air. A plot of the CO2 concentration over one complete day (Thursday 11th August 2022) is shown above. This is in my bedroom. The units are ppm = parts per million, so 400 ppm means that out of every million molecules in the air, 400 are CO2.

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Research into surfaces licked by someone infected with COVID-19

It looks likely that most, or perhaps almost all, COVID-19 transmission is directly airborne. An infected person breathes out the virus in tiny aerosol droplets, which someone else later breaths in. But people also worry about becoming infected from touching surfaces contaminated with virus. This has led to work looking at how long virus can survive on surfaces.

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The NHS has commissioned a review of aerosol generating medical procedures, I’d give it 60%: shows hard work, but let down by poor writing and selection, and unclear conclusion

I have been reading both students’ final-year-project reports and a report commissioned by the NHS. I don’t know whether to be happy or sad that some of our students can write better reports than an august panel that includes a number of members of Royal Colleges. On the one hand it is great to see our students doing so well, but on the other hand at any one time the NHS is treating millions of patients, and you would hope that infection control in NHS hospitals would have rather more competent oversight.

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Doctors criticising other doctors in the COVID-19 pandemic

The British Medical Association (BMA) – the body that represents medical doctors – is producing reports on the COVID-19 pandemic, in consultation with their members. The first report is How well protected was the medical profession from COVID-19?. Summary here. As you would expect, it makes pretty grim reading and repeats the (well founded, I think) criticisms of the UK government’s response, such as inadequate PPE.

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Carbon dioxide levels in your home & you

Teaching is now almost finished for this academic year. On Friday I had my last meeting with one of my project students. It was nice, he has learnt a lot and we said we’d next meeting at graduation in July. So I have a bit more time, and a new toy: a CO2 meter*. This measures the carbon dioxide aka CO2 in the air. The concentration of CO2 in the Earth’s atmosphere is about 400 ppm** – where ppm = parts per million. Out of every million molecules in the atmosphere, 400 are CO2. There is some evidence – although I am not sure it is very strong – that at CO2 levels above 1000 ppm your brain functions a little less well. In any event, CO2 levels allow you to estimate how well ventilated a room is.

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Quantifying the benefits of a well-ventilated room

Quantifying the absolute value of the risk of catching COVID-19 is very hard, not least as it seems likely that some infected people may be breathing out a million times more virus, than others. But estimating changes in risk is a bit easier, eg a reduction in risk due to ventilating a room. If we make some assumptions (see below), we can estimate the reduction in exposure to the virus, due to ventilation turning over the air in a room. This is plotted above. The y-axis is the factor by which exposure is reduced, i.e., two means that the exposure is halved, and so on. The x-axis is the number of times an hour ventilation replaces the air in a room. So two means the air in a room is replaced by fresh air twice an hour. The solid orange line uses (a fit to) data of Oswin and workers on the how long SARS-CoV-2 survives in the air. The prediction is that turning the air over three times an hour approximately halves the exposure to virus.

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