AI ‘Watson’

I’ve been attending a conference called the Singularity Summit: Imagination, Memory, Consciousness, Agency and Values, part of the AI and Humanity series at Jesus College Cambridge. One of the great things about going to Jesus College is you can stand in the taxi queue outside Cambridge station and shout the immortal line: “Is anyone else waiting for Jesus?”. Anyway, a wonderful two days. A few standout quotes below. BTW, one thing that really stood out for me talking to people that work in serious AI research is the degree to which they are almost anti-tech. They don’t use computers outside of work, they have dumb phones or none at all, they aren’t on social media, they avoid digital media and they like to read and write using paper (“they (digital products) scatter your brain.”).

“Experts on X are rarely experts on the future of X.”

“There is no definition of intelligence that isn’t political.”

“The robots won’t take over because they couldn’t care less.”

“The fear of the arts and humanities people is that there isn’t anything unique about humans…the fear of the (AI) scientists and engineers is that there is.”

“Rapid change makes the future harder or even impossible to predict”

“The human mind cannot merely be a matter of matter”

“Experience drives perception.”

“Humans need comfort…they need to feel safe.”

“Machines that can substitute for intelligence.”

“Thoughts change with bio-physical change.”

“Humans develop over time. Machines don’t.” *

“The fantasy (fetish?) of the asocial person.”

“Is it wrong to steal from a robot?”

“Machines that are made to suffer”

“AI is a corporate idea” (i.e. born of the military-industrial complex)

(The world is being designed by) “WEIRD people (Western, Educated, Industrialised Rich, Democratic” (to which I might add people on the spectrum).

(Perhaps we develop) “a nurturing process for robots” **

* Links to a lovely idea – software that rusts.

** Would contradict machines not developing over time. (i.e. we release robots – or embodied AIs – into the world to learn over an extended period in much the same way that humans do. It might take a (human) lifetime, but you may only have to do it once.

 

Blame Culture

We have become used to blame culture, whereaby any mishap, mistake or individual occurence of human stupidity needs to be blamed on someone else. Now we appear to have a new form of blame whereby we are pointing the finger of blame at things that cannnot answer back. I could be wrong, but I think the sun hasn’t changed its nature in a while, and we’ve had railways for well over 100 years, so maybe we’ve got the wrong kind of trains? Maybe the problem is the wrong kind of technology?

BTW, the next obvious place for blame to go might be the human subconsciuous or genetics. My inner self made me do it!

The Future: Fiction vs. Fact

This is getting ridiculous. I keep making jokes (in print) that come true or at least get seriously discussed. How far-fetched do you now have to make things in order that they remain fiction or speculation? I had the idea of people digging up landfills to recycle pastics into fuel back in 2006 (it appeared in my book Future Files in 2007). See above. Last week I saw this…see below.

Inevitable Surprises

I don’t know if this will ever make it into a book, but I wrote this over a year ago and given what’s happening with Brexit it’s perhaps worth putting out there…

Chapter 1: Thinking straight

“If we could first know where we are and whither we are tending, we could better judge what to do and how to do it. – Abraham Lincoln.

Slowly wind back your mind. To the 23rd June 2016 at 9.00am to be exact. You may have no idea what you were doing on this day, but I think I know what you were thinking, especially if you were living in Europe. I think you were thinking “Yes!”, “No!” or “WTF!!!”

23rd June 2016 was the day that the world woke up to the news that Britain had decided to leave the EU. I was giving a lecture to the leadership team of a bank, and from what I can recall, it was like herding cats in thick fog in the middle of a zombie apocalypse.

The bankers had been caught unawares. They were shocked that Britain had voted to leave. I was shocked that they were shocked. Honestly, had this not always been a yes or no vote? Had there not been two possibilities? I could understand that the decision hadn’t gone the way they’d wanted or expected, but total dead-eyed disorientated disbelief?  We will never know exactly what was in these peoples’ heads, but I have a suspicion that the answer to their collective confusion might have been down to a heavy dollop of group think served with a light sprinkling of confirmation bias.

One big problem with achieving even a homeopathic level of success can be that one develops an enduring capacity to believe that your thinking is always correct, that the way you see the world is the same as any other right-thinking person would. Why bother really thinking about anything if you already know the answer? This situation is not helped by education systems that tend to teach that there is one correct answer. Exams generally teach us that things are true or false. They don’t teach maybe or that things depend on other related and frequently fluid factors.

This self-centred certainty, can result in major disagreements between individuals, but also in thinking that’s there’s no need for deep thinking. This tendency can work inside large organisations too. The more successful an organisation becomes the more blasé´ it gets about self-evident ‘truths’ and you can end up with a pyramid of egos, all convinced of their righteousness and all certain that there is little need to look at things differently. Even when due consideration occurs it tends it be short-term and reactive, not long-term and reflective.

There are endless away-days, strategy days and take your shoes off to be more creative days, but these rarely ponder beyond the next 18 months (36-months if you’re very lucky) or question fundamentals (or fundamental questions). Even CEOs, who are supposed to spend a great deal of time thinking about the long view, can get sucked into daily distractions and find it difficult to fix an appointment with themselves to just think.

Hence, what I’d term the unthinking organisation. Such organisations can be likened to reanimated corpses. These are zombie-like organisations that wander around in a mindless manner sinking their teeth into anyone with a different opinion or a free mind.

They are dead from the neck up, although they still manage to have a highly efficient immune system that forcefully rejects any alien thought or new idea. Maybe it’s why the average lifespan of an S&P 500 company in the US has fallen from 67 years in the 1920s to just 15 years today and why 75 per cent of firms in the S&P 500 now will be gone – or going – by the year 2027. These figures come from a study by Richard Foster at the Yale School of Management and echo a similar study from the Santa Fe Institute that found publically quoted firms in the US die at similar rates regardless of age or industry sector.

In the UK, it’s a similarly skeletal story. Of the 100 companies in the FTSE 100 in 1984, only 24 were still breathing in 2012. Nothing recedes like success or so it seems. Why do organisations behave like this? (why do they die like this?). I think it’s because they think they think, but they don’t really. Their thinking is largely tactical and bounded by conventional wisdom. It’s largely about plucking some numbers out of the sky and then working backwards to explain how these numbers will come into being. This can work well for a while, a long while in some instances, but if the wider operating environment becomes complex, volatile and ambiguous it’s usually only a matter of time before what used to work doesn’t any longer. These organisations then get ambushed by what is happening outside of them: specifically, new technologies, new competitors, new business models, new economics, shifting social attitudes and behaviours and geopolitical change.

Why aren’t large organisations in particular more open minded? Some are. The Ministry of Defence in the UK and the Department of Defence in the US both ponder the imponderable, not because they will necessary be 100% right, but because they don’t want to be 100% wrong. Reducing magnitudes of error in combat can literally save lives. But most large organisations don’t do this. They are like super-tankers approaching an iceberg. Having finally decided that an object on the radar is indeed an iceberg, there’s a long discussion on the bridge about the need to turn and at what speed and in which direction. But then it takes ages for the ship to actually turn. It’s all very well talk about organisations ‘pivoting’ but my experience is that most are incapable. The only organisations that can and do change direction rapidly are small start-ups, where again it’s often a matter of life and death.

Exhibit one: Group Think. This idea was first put forward by Yale psychologist Irving Janis in 1973 and sought to explain why groups of smart people often make terrible decisions. The problem, as he saw it, is that groups tend to seek solidarity, harmony and consensus and work actively to supress any form of dissent. This is the main reason, I believe, that the bank mentioned earlier failed to see the possibility of Brexit occurring.

Exhibit two: Confirmation Bias. Groups can display collective confirmation bias, but the term is best applied to individuals and describes the way in which people tend to favour information, data (and individuals) that broadly reflect what they already think or believe.

In other words, we all inhabit echo chambers where our views, opinions and strongly held beliefs are reflected back to us and go unchallenged. Social media has made this far worse, amplifying what used to be a local phenomenon into a global one. Because both these biases, but especially confirmation bias, operate at a subconscious level, blocking any incoming information from reaching our conscious minds, it’s hard to be aware of what’s going on, let alone make allowance for it. In a sense, none of this stupidity is our fault.

To give the bank credit, I understand that they had made mild preparations for a ‘no’ vote in the referendum, but even so it was fascinating to observe how group think, in particular, played out.  The bank was based in London. Everyone, more or less, lived close to the capital. Most of the people these people knew also worked and lived near London and probably thought more or less like they did. It was essentially a self-referencing group.

So how might the leadership team have challenged their own thinking? One way might have been to widen their intelligence gathering operations. I imagine that most read publications such as The Banker and probably the Economist (but doubtfully all of it). Probably the Financial Times too. Had they read The Sun or watched Daytime television or listened to talk radio they might have thought differently. Better still, perhaps they could have left their dozy desks and visited some of their own branches outside London.

Speaking directly to staff, and especially to customers, rather than relying on research reports and the media, (the latter again largely located in and focussed on London) may have opened their eyes to the idea that some people thought that local identity might trump global economics. Interestingly, it could be argued that both Brexit and Trump are connected to something else people can’t see, namely ageing populations. The problem here, once again, is that most organisations are staffed by people in their 20s, 30s, 40s and 50s and it’s hard for them to imagine what’s in the heads of people in their 60s, 70s, 80s and 90s.

So, my lecture wasn’t going quite as expected. But then, to make matters worse, I suggested that Britain might not leave the EU. At this point the leadership team probably decided that I was certifiable. Had we not just voted to go? So how could we possibly stay? Are you nuts? But, of course, impossible is often a matter of opinion. One distinguishing feature of the future is precisely that it’s so vague. It’s always a moving target too. Anyone that thinks otherwise will eventually get run over by reality. In almost any instance you can imagine, there’s always more than one way things can turn out. It’s usually about probabilities, not inevitabilities, but even here we tend to be hopeless at judging the odds.

Not to be continued (as far as I can see).

Unreal

Reminds me of the G8 summit in Northern Ireland in 2013 when local officials covered up abandoned shops with posters so that the G8 delegates couldn’t see what was really happening to the town economically. In one former butcher’s shop stickers were applied to the windows to show a shop packed with meat counter giving the impression of prosperity.