Mind Hacks

Anyone who thinks science can’t be beautiful or profound should spend an hour in the audio headspace of the latest RadioLab as it tackles life, death and mortality.

It contemplates how death has moved from the heart to the brain, the attempt to weigh souls, delusions of non-existence, digital immortality, neuroimaging for flickers of life, and a man who survived a suicide plunge that has killed almost everyone else who made the leap.

One highlight is a reading of an amazing short story from a book by neuroscientist David Eagleman in which he imagines 40 versions of the afterlife.

In this particular story, people live in a limbo after death where they exist while their names are still remembered by the living. While some leave this realm when they fade the collective consciousness, others become famous and are trapped, slave to their recollected selves that warp slowly over time as the living distort their memories.

Eagleman notes that it was inspired by the neuroscience of memory, which information is kept alive by being constantly re-represented in the brain.

As always, it’s beautifully produced and hits. just. the. right. notes. for such a powerful subject.

There is probably no better way to spend an hour in the underworld.

Link to RadioLab edition ‘After Life’.

The New York Times covers the recent flap over the internet publication of the ink blots used in the Rorschach test. While the images are out of copyright and can be legally uploaded, some American psychologists are furious that the validity of the test may be compromised.

The test has been controversial since it was created and partly because of what it symbolises. It is one of the few remaining tests that are drawn from the psychoanalytic tradition and so battles over the Rorschach are always partly battles over the validity of Freudian-ideas.

You can see the influence of these ideas in how it is used. It is a type of ‘projective’ test, where participants are shown the images and then asked to give their impressions. The psychologist writes down what they make of each image and then interprets what they say and do.

These interpretations supposedly give an insight into the person’s personality, loosely framed in Freudian concepts.

The original version of the Rorschach was quite clearly hokum, but over the years the ‘comprehensive system’ was developed by psychologist John Exner which allowed independent clinicians to come to similar conclusions when assessing the same responses.

Not everyone agrees on this and, on the basis of evidence reviews, some argue that the test’s reliability has been exaggerated. But the trouble is, even if it is reliable, it’s still a bit rubbish. It doesn’t seem to correlate well with other mental health measures and has a particular tendency to ‘diagnose’ schizophrenic tendencies in perfectly healthy people.

While the release of the ink blots onto the internet seems to have caused controversy among US psychologists, most European psychologists are likely to be rolling their eyes, as the test never caught on and is largely extinct.

However, the wider issue of test material being released online is of significant concern.

Almost every psychological test relies on the fact that the person being assessed has no foreknowledge of the material. In technology terms, they rely on security through obscurity for their validity.

Currently, this is enforced by the test companies only supplying tests to qualified professionals, charging excessively high prices for each one and enforcing copyright. This is backed up by professional organisations who come down like a ton of bricks on anyone seen to be promoting wider availability.

As anyone involved in security will tell you, this model is doomed to failure in the age of the internet as it only takes one significant breach for the test to be publicly available.

Psychologists need to start designing tests where knowledge of the test material does not have such a profound influence on performance, but unfortunately, this requires a significant shift in current thinking and a huge research effort to validate the tests. Hence inertia weds us to our current doomed methods.

Link to NYT ‘A Rorschach Cheat Sheet on Wikipedia?’

The New Atlantis magazine has a fantastic article on the increasing use of robots and artificial intelligence systems in warfare and how they bring the fog of war to the murky area of military ethics and international law.

This comes as the The New York Times has just run a report on a recent closed meeting where some of the world’s top artificial intelligence researchers gathered to discuss what limits should be placed on the development of autonomous AI systems.

The NYT article frames the issue as a worry over whether machines will ‘outsmart’ humans, but the issue is really whether machines will outdumb us, as it is a combination of the responsibilities assigned to them and their limitations which pose the greatest threat.

One particularly difficulty is the unpredictability of AI systems. For example, you may be interested to know that while we can define the mathematical algorithms for simple artificial neural networks, exactly how the network is representing the knowledge it has learnt through training can be a mystery.

If you examine the ‘weights’ of connections across different instances of the same network after being trained, you can find differences in how they’re distributed even though they seem to be completing the task in the same way.

In other words, simply because we have built and trained something, it does not follow that we can fully control its actions or understand its responses in all situations.

In light of this, it is now worryingly common for militaries to publicly deploy or request armed autonomous weapons systems based, at least partly, on similar technologies.

Only recently this has included Israel, South Korea, the US, Australia and South Africa – the latter of which suffered the deaths of nine soldiers when a robot cannon was affected by a software error.

Of course, the use of technology of assist medical decision-making and safety control is also a key issue, but it is the military use of robots which is currently causing the most concern.

And it is exactly this topic that military researcher Peter W. Singer tackles in his engaging article for The New Atlantis magazine.

He traces the history of robot weapons systems, including the little known deployment of unmanned weapons systems in World War Two and Vietnam, and gives some excellent coverage of the latest in war zone robots and how they are being deployed in current conflicts.

Interestingly, the article claims that remotely-controlled drone missions now outnumber manned aircraft missions in the US military, with battles increasingly being fought through pixelated screens and image processing algorithms.

Singer makes the point that the rules of war become murky when the fighting is carried out by software. Copyright lawyer Lawrence Lessig has highlighted how social and legal rules are becoming effectively implemented as software (‘Code is Law‘) but the same point can be extended to armed conflict if the Geneva convention is being entrusted to algorithms.

The New Atlantis article is taken from a new book by Singer called Wired for War and if you’d like more on the ethics of AI systems the Association for the Advancement of Artificial Intelligence has a fantastic and very complete reading list covering all the major issues.

Correction: I originally thought the author was the philosopher Peter Singer and linked to his Wikipedia entry. It turns out it is Peter W. Singer the defence and foreign policy expert. The link has now been fixed!

Link to excellent Peter Singer article in The New Atlantis.
Link to NYT piece on AI limits conference.
Link to AAAI reading list on ethics and AI.