Paul Taylor

Paul Taylor is professor of health informatics at UCL.

When​ I first studied artificial intelligence in the 1980s, my lecturers assumed that the most important property of intelligence was the ability to reason, and that to program a computer to perform intelligently you would have to enable it to apply logic to large bodies of facts. Logic is used to make inferences. If you have a general rule, such as ‘All men are mortal,’ and a...

Short Cuts: Ofqual and the Algorithm

Paul Taylor, 10 September 2020

As​ the UK moved into lockdown in March, Gavin Williamson, the education secretary, announced that this summer’s GCSE and A level exams would be cancelled. The exams regulator, Ofqual, was instructed to put in place an alternative system to allow students to move on to further study or employment while ensuring that they would be neither advantaged nor disadvantaged compared to those...

The argument between mitigation and suppression now seems to have been settled in favour of the latter. But when the lockdown ends, a calculation will still have to be made about the relative merits of unappealing alternatives. The poor public understanding of mortality rates won’t make this any easier. The situation isn’t helped by the fact that two very different numbers are reported: daily totals of confirmed cases who died in hospital and weekly totals of later registrations, including many, perhaps 18 per cent of the total, who died outside hospital. The reporting of the epidemic also fails to place deaths from the virus in the context of normal mortality rates. When you read the daily updates of the number of hospital deaths, you aren’t reminded that last year, in England, an average of 1360 people died every day, a total of 496,354 for the year. In London right now, the death rate is way above normal, but for the UK as a whole the number of deaths in March 2020 was lower than in the same month last year. 

From The Blog
29 April 2020

The hope is that almost all of us will download the app, that we will be diligent about using it if we develop symptoms, that the detection of identifiers will be reliable, that the subsequent risk calculation will be more or less accurate, and that we will, by and large, self-isolate if the app tells us to. Crucially, the strategy also requires easy access to tests so people can be rapidly alerted if a contact who had symptoms turns out not to have had the disease.

Letter

Superhuman

6 June 2019

Ben Jackson wonders what impact AlphaZero, a computer program capable of teaching itself to play games at a superhuman level, will have beyond chess (LRB, 6 June). How many ‘real-world situations’, Jackson asks, ‘can be productively reduced to a process of optimisation, with a unitary goal and a predefined set of rules’? Deepmind, the artificial intelligence research company that developed...

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