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Biotechnology

Brain Cells, Slime Mould, and Sentience Semantics

Recent media reports have highlighted a study suggesting that so-called “lab grown brain cells” can “play the video game ‘Pong’”. Whilst the researchers have described the system as ‘sentient’, others have maintained that we should use the term ”thinking system” to describe the system that the researchers created.

Does it matter whether we describe this as a thinking system, or a sentient one?

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Three Observations about Justifying AI

Written by:  Anantharaman Muralidharan, G Owen Schaefer, Julian Savulescu
Cross-posted with the Journal of Medical Ethics blog

Consider the following kind of medical AI. It consists of 2 parts. The first part consists of a core deep machine learning algorithm. These blackbox algorithms may be more accurate than human judgment or interpretable algorithms, but are notoriously opaque in terms of telling us on what basis the decision was made. The second part consists of an algorithm that generates a post-hoc medical justification for the core algorithm. Algorithms like this are already available for visual classification. When the primary algorithm identifies a given bird as a Western Grebe, the secondary algorithm provides a justification for this decision: “because the bird has a long white neck, pointy yellow beak and red eyes”. The justification goes beyond just a description of the provided image or a definition of the bird in question, and is able to provide a justification that links the information provided in the image to the features that distinguish the bird. The justification is also sufficiently fine grained as to account for why the bird in the picture is not a similar bird like the Laysan Albatross. It is not hard to imagine that such an algorithm would soon be available for medical decisions if not already so. Let us call this type of AI “justifying AI” to distinguish it from algorithms which try, to some degree or other, to wear their inner workings on their sleeves.

Possibly, it might turn out that the medical justification given by the justifying AI sounds like pure nonsense. Rich Caruana et al present a  case whereby asthmatics were deemed less at risk of dying by pneumonia. As a result, it prescribed less aggressive treatments for asthmatics who contracted pneumonia. The key mistake the primary algorithm made was that it failed to account for the fact that asthmatics who contracted pneumonia had better outcomes only because they tended to receive more aggressive treatment in the first place. Even though the algorithm was more accurate on average, it was systematically mistaken about one subgroup. When incidents like these occur, one option here is to disregard the primary AI’s recommendation. The rationale here is that we could hope to do better than by relying on the blackbox alone by intervening in cases where the blackbox gives an implausible recommendation/prediction. The aim of having justifying AI is to make it easier to identify when the primary AI is misfiring. After all, we can expect trained physicians to recognise a good medical justification when they see one and likewise recognise bad justifications. The thought here is that the secondary algorithm generating a bad justification is good evidence that the primary AI has misfired.

The worry here is that our existing medical knowledge is notoriously incomplete in places. It is to be expected that there will be cases where the optimal decision vis a vis patient welfare does not have a plausible medical justification at least based on our current medical knowledge. For instance, Lithium is used as a mood stabilizer but the reason why this works is poorly understood. This means that ignoring the blackbox whenever a plausible justification in terms of our current medical knowledge is unavailable will tend to lead to less optimal decisions. Below are three observations that we might make about this type of justifying AI.

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Cross-Post: The Moral Status of Human-Monkey Chimeras

Written by Julian Savulescu and Julian Koplin 

This article was first published on Pursuit. Read the original article.

The 1968 classic Planet of the Apes tells the story of the Earth after a nuclear war destroys human civilisation. When three astronauts return to our planet after a long space voyage, they discover that humans have lost the power of verbal communication and live much like apes currently do.

Meanwhile, non-human primates have evolved speech and other human-like abilities, and are now running the earth with little regard for human life.

The astronaut George Taylor, played by Charlton Heston, is rendered temporarily mute when he is shot in the throat and captured. In one scene he is brought before the Apes, as he appears more intelligent than other humans.

He regains the power of speech, and his first words are: Take your stinking paws off me, you damned dirty ape.”

Planet of the Apes may be fiction, but this month the world’s first human-monkey lifeforms were created by Juan Carlos Belmonte at the Salk Institute for Biological Studies in the US, using private funding. Professor Belmonte and his group injected stem cells from the skin of a human foetus into a monkey embryo.

This part-human lifeform is called a chimera.

If implanted into a monkey uterus, the chimera could theoretically develop into a live-born animal that has cells from both a monkey and a human.

While it has been possible to make chimeras for more than 20 years using a different technique that involves fusing the embryos of two animals together, this technique has not been used in humans. It has been used to create novel animals like the geep – a fusion of a sheep and goat embryo.

Professor Belmonte used a different technique– called “blastocyst complementation” – which is more refined. It enables greater control over the number of human cells in the chimera.

But why is this research being done?

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Cross-Post: Self-experimentation with vaccines

By Jonathan Pugh, Dominic Wilkinson and Julian Savulescu.

This is a crosspost from the Journal of Medical Ethics Blog.

This is an output of the UKRI Pandemic Ethics Accelerator project.

 

A group of citizen scientists has launched a non-profit, non-commercial organisation named ‘RaDVaC’, which aims to rapidly develop, produce, and self-administer an intranasally delivered COVID-19 vaccine. As an open source project, a white paper detailing RaDVaC’s vaccine rationale, design, materials, protocols, and testing is freely available online. This information can be used by others to manufacture and self-administer their own vaccines, using commercially available materials and equipment.

Self-experimentation in science is not new; indeed, the initial development of some vaccines depended on self-experimentation. Historically, self-experimentation has led to valuable discoveries. Barry Marshall famously shared the Nobel Prize in 2005 for his work on the role of the bacterium Helicobacter pylori, and its role in gastritis –this research involved a self-experiment in 1984 that involved Marshall drinking a prepared mixture containing the bacteria, causing him to develop acute gastritis. This research, which shocked his colleagues at the time, eventually led to a fundamental change in the understanding of gastric ulcers, and they are now routinely treated with antibiotics. Today, self-experimentation is having something of a renaissance in the so-called bio-hacking community. But is self-experimentation to develop and test vaccinations ethical in the present pandemic? In this post we outline two arguments that might be invoked to defend such self-experimentation, and suggest that they are each subject to significant limitations.Read More »Cross-Post: Self-experimentation with vaccines

Regulating The Untapped Trove Of Brain Data

Written by Stephen Rainey and Christoph Bublitz

Increasing use of brain data, either from research contexts, medical device use, or in the growing consumer brain-tech sector raises privacy concerns. Some already call for international regulation, especially as consumer neurotech is about to enter the market more widely. In this post, we wish to look at the regulation of brain data under the GDPR and suggest a modified understanding to provide better protection of such data.

In medicine, the use of brain-reading devices is increasing, e.g. Brain-Computer-Interfaces that afford communication, control of neural or motor prostheses. But there is also a range of non-medical applications devices in development, for applications from gaming to the workplace.

Currently marketed ones, e.g. by Emotiv, Neurosky, are not yet widespread, which might be owing to a lack of apps or issues with ease of use, or perhaps just a lack of perceived need. However, various tech companies have announced their entrance to the field, and have invested significant sums. Kernel, a three year old multi-million dollar company based in Los Angeles, wants to ‘hack the human brain’. More recently, they are joined by Facebook, who want to develop a means of controlling devices directly with data derived from the brain (to be developed by their not-at-all-sinister sounding ‘Building 8’ group). Meanwhile, Elon Musk’s ‘Neuralink’ is a venture which aims to ‘merge the brain with AI’ by means of a ‘wizard hat for the brain’. Whatever that means, it’s likely to be based in recording and stimulating the brain.

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Neurointerventions, Disrespectful Messages, and the Right to be Listened to

Written by Gabriel De Marco

Neurointerventions can be roughly described as treatments or procedures that act directly on the physical properties of the brain in order to affect the subject’s psychological characteristics. The ethics of using neurointerventions can be quite complicated, and much of the discussion has revolved around the use of neurointerventions to improve the moral character of the subjects. Within this debate, there is a sub-debate concerning the use of enhancement techniques on criminal offenders. For instance, some jurisdictions make use of chemical castration, intended to reduce the subjects’ level of testosterone in order to reduce the likelihood of further sexual offenses. One particularly thorny question regards the use of neurointerventions on offenders without their consent. Here, I focus on just one version of one objection to the use of non-consensual neurocorrectives (NNs).

According to one style of objection, NNs are always impermissible because they express a disrespectful message. To be clear, the style objection I consider does not appeal to the potential consequences of expressing this message; rather, it relies on the claim that there is something intrinsic to the expression of such a message that gives us a reason (or reasons) for not performing an action that would express this message. For the use of non-consensual neurocorrectives, this reason (or set of reasons) is strong enough to make NNs impermissible. The particular version of this objection that I focus on claims that the disrespectful message is that the offender does not have a right to be listened to.

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Reversibility, Colds, and Neurosurgery

By Jonny Pugh

This blog was originally published on the Journal of Medical Ethics Blog

 

Happy new year to readers of the blog!

I always approach the new year with some trepidation. This is not just due to the terrible weather, or even my resolution to take more exercise (unfortunately in the aforementioned terrible weather). Instead, I approach January with a sense of dread because it is always when I seem to come down with the common cold.

In my recent research, I have been interested in the nature and moral significance of reversibility, and the common cold is an interesting case study of this concept. In this blog, I will use this example to very briefly preview a couple of points that I make in a forthcoming open access article about reversibility in the context of psychiatric neurosurgery. You can read the open access paper here.

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In My Own Blood I Have Written The Things Important To Me

Adrien Locatelli, a French teenager claims to have injected DNA strands encoding verses from the Bible and the Quran in his thighs.

“I did this experiment only for the symbol of peace between religions and science … It’s just symbolic.” he told Motherboard. Sri Kosuri, a UCLA biochemist working on DNA for data storage and quoted in the paper was not amused, tweeting “2018 can’t end soon enough”.

Peak 2018, an inspiring science project, or something else? I will argue for the third option.

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Gene-Editing Mosquitoes at The European Youth Event 2018

By Jonathan Pugh

 

The below is a slightly extended version of my two 5min presentations at the European Youth Event 2018, at the European Parliament in Strasbourg. I was asked to present on the following questions:

 

  1. What are the ethical issues surrounding gene-editing, particularly with respect to eradicating mosquitoes?

 

  1. Should the EU legislate on gene-editing mosquitoes?

 

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