Category: Economy

Experts

The rate of increase in the power of artificial intelligence (AI) is matched by the rate of increase in the number of “experts” in the field. I’ve heard that jokingly said. 5-minutes on Twitter and it’s immediately apparent that off-the-shelf opinions run from – what’s all the fuss about? to Armageddon is just around the corner.

Being a bit of a stoic[1], I take the view that opinions are fine, but the question is what’s the reality? That doesn’t mean ignoring honest speculation, but that speculation should have some foundation in what’s known to be true. There’s plenty of emotive opinions that are wonderfully imaginative. Problem is that it doesn’t help us take the best steps forward when faced with monumental changes.

Today’s report is of the retirement of Dr Geoffrey Hinton from Google. Now, there’s a body of experience in working with AI. He warns that the technology is heading towards a state where it’s far more “intelligent” than humans. He’s raised the issue of “bad actors” using AI to the detriment of us all. These seem to me valid concerns from an experienced practitioner.

For decades, the prospect of a hive mind has peppered science fiction stories with tales of catastrophe. With good reason given that mind-to-mind interconnection is something that humans haven’t mastered. This is likely to be the highest risk and potential benefit. If machine learning can gain knowledge at phenomenal speeds from a vast diversity of sources, it becomes difficult to challenge. It’s not that AI will exhibit wisdom. It’s that its acquired information will give it the capability to develop, promote and sustain almost any opinion.

Let’s say the “bad actor” is a colourful politician of limited competence with a massive ego and ambition beyond reason. Sitting alongside, AI that can conjure-up brilliant speeches and strategies for beating opponents and that character can become dangerous.

So, to talk about AI as the most important inflection point in generations is not hype. In that respect the rapid progress of AI is like the invention of the explosive dynamite[2]. It changed the world in both positive and negative ways. Around the world countries have explosives laws and require licenses to manufacture, distribute, store, use, and possess explosives or its ingredients.

So far, mention of the regulation of AI makes people in power shudder. Some lawmakers are bigging-up a “light-touch” approach. Others are hunched over a table trying to put together threads of a regulatory regime[3] that will accentuate the positive and eliminate the negative[4].

[1] https://dailystoic.com/what-is-stoicism-a-definition-3-stoic-exercises-to-get-you-started/

[2] https://en.wikipedia.org/wiki/Dynamite

[3] https://digital-strategy.ec.europa.eu/en/policies/european-approach-artificial-intelligence

[4] https://youtu.be/JS_QoRdRD7k

AI awakens

Artificial Intelligence (AI)[1] is with us. Give it a question and it will answer you. Do it many times, with access to many information sources and it will improve its answer to you. That seems like a computer that can act like a human. In everyday reality, AI mimics a small number of the tasks that “intelligent” humans can do and do with little effort.

AI has a future. It could be immensely useful to humanity. As with other revolutions, it could take the drudgery out of administrative tasks, simple research, and well characterised human activities. One reaction to this is to joke that – I like the drudgery. Certainly, there’s work that could be classified as better done by machine but there’s pleasure to be had in doing that work.

AI will transform many industries but will it ever wake-up[2].  Will it ever become conscious.

A machine acting human is not the same as it becoming conscious. AI mimicking humans can give the appearance of being self-aware but it’s not. Digging deep inside the mechanism it remains a computational machine that knows nothing of its own existence.

We don’t know what it is that can give rise to consciousness. It’s a mystery how it happens within our own brains. It’s not a simple matter. It’s not magic either but it is a product of millions of years of evolution.

Humans learn from our senses. A vast quantity of experiences over millennia have shaped us. Not by our own choosing but by chance and circumstances. Fortunately, a degree of planetary stability has aided this growth from simple life to the complex creatures we are now.

One proposition is that complexity and conscious are linked. That is that conscious in a machine may arise from billions and billions of connections and experiences. It’s an emergent behaviour that arises at some unknown threshold. As such this proposition leaves us with a major dilemma. What if we inadvertently create conscious AI? What do we do at that moment?

Will it be an accidental event? There are far more questions than answers. No wonder there’s a call for more research[3].

[1] https://www.bbc.co.uk/newsround/49274918

[2] https://www2.deloitte.com/us/en/pages/consulting/articles/the-future-of-ai.html

[3] https://www.bbc.co.uk/news/technology-65401783.amp

Head in Sand

Well, it’s happened. A debate. Are we any wiser? Well, not much. So many good points are raised but so many good points are dismissed by current Government Ministers. So deep are they in a mess of their own making.

On Monday, 24 April at 16:30, a UK Parliamentary debate[1] took place on the impact of the UK’s exit from the European Union (EU). This was consideration of e-petition[2] 628-226 relating to the impact of the UK’s exit from the EU. On the day of this debate this petition had attracted over 178 000 signatures. Petition debates are “general” debates which allow UK Members of Parliament (MPs) from all political parties to discuss important issues raised by the public.

The petition reasons that the benefits that were promised, if the UK exited the EU have not been delivered. Not at all. Although this fact might be self-evident it never-the-less warranted a timely debate. Public support for Brexit is falling as every day that goes by.

The petitioners called upon the UK Government to hold a public inquiry to assess the impact that Brexit has had on this country and its people. Given that other less impactful events have been subject to a public inquiry it seems only right that Brexit be investigated.

The call for an independent public inquiry, free from ideology and the opinions of vested interests is only fair, right, and proper in an accountable democratic 21st Century country. Transparency is a mark of good governance.

Today’s, Brexit is damaging the UK’s economy, opportunities for young people and rights of individuals. It’s well past the time that the people of the UK were told the full story. There needs to be a way out of this mess.

In the debate the point was made that the two biggest Westminster political parties continue to be committed to Brexit despite the harm that it’s doing to the UK. A long list of disbenefits were rattled off as speakers paced through the evidence. A long list that is growing.

The Government’s current approach is to ask UK Parliamentarians to stop talking about Brexit. It’s the ultimate ostrich with its head in the sand[3]. Brexit is a gigantic strategic mistake. Unfortunately, there remains a significant number of English politicians so entrenched in the mythology of Brexit that change is slow in coming. The public are way ahead of the politicians.

Stereotyping people as being in one camp or another, with the aim of continuing to divide the public is the unscrupulous tool of those people without a rational or coherent argument to make. It’s clear, progress will not be made until Ministers recognise that Brexit was a mistake. We may have to wait until after the next UK General Election before a real change is possible. Let’s hope that day comes soon.

POST 1: UK Press reports on the debate MPs debate consequences of Brexit for first time | The Independent MPs debate Brexit impact ‘for the first time since leaving the EU’ | The National Brexit: MPs call for public inquiry into impact of leaving EU – BBC News

POST 2: Brexit is a drag on the UK Sunak Grins And Bears It As Boss Hits Out At Brexit’s ‘Drag On Growth’ | HuffPost UK Politics (huffingtonpost.co.uk)

[1] https://youtu.be/iHzf1BQFXq8

[2] https://petition.parliament.uk/

[3] It’s a myth ostriches bury their head in the sand. Though this isn’t true, Ostrich Syndrome is a popular belief. It’s avoidance coping that people use to manage uncomfortable feelings or rather, not deal with them.

Cider pigs

Out the back of the farmhouse was a scruffy orchard. It was through the east facing garden, then over an awkward cobbled together fence. The orchard was an L-shape with a soggy wet depression in the middle. The trees at the top end of the orchard had long since gone by the time of my childhood. The lower part of the orchard was populated with the most venerable but neglected cider apple trees. Never pruned with that crusty, mossy look of years of struggle against the elements.

There was no money in growing cider apples in the 1960s and besides the ones that still stood were probably originally grown for homemade home consumed cider. The orchard was a piggery.  Several well-made timber pig huts stood in the field. Except for one. In a corner there was strange construction made of used railway sleepers, arranged vertically, and covered with a round tin roof. It was the only hut that was not moveable. A rough concrete floor kept the railway sleepers in place.

Now, that was a good set-up. There’s a thing that most pigs like and it’s ripe cider apples. Trouble is that they don’t know when to stop. So, when they fell, we had to find something to do with them by the bucket load. For us boys, that wasn’t a problem. Cider apple[1] wars were a feature of the autumn.

If I’d taken a shine to farming in those early years, it would have been keeping pigs. That orchard was always as carved up as a fresh battle ground. Nothing more satisfying to a happy pig than rooting through the dirt. In good weather making our way across the ground was easy. In bad weather getting stuck in the sticky clay mud was guaranteed. The thick mud was ideal in the summer. Wallows would form so the pigs could do what they do best when it gets hot.

All that said, I can’t imagine domesticated pigs in any other setting than outdoors. As I drive around, it makes me pleased to see so many examples of outdoor reared animals. Pigs are inquisitive and intelligent animals that deserve the freedom to roam around in an open space.

At one time or another, I kept a British Saddleback[2], a Landrace[3], and a Large White[4] pig.  The Large White pigs could be a handful if the pig took a disliking to you. Saddlebacks were the best when it came to temperament. Agreeable, content, and excellent mothers.

My brothers and I were being tutored in animal husbandry from a young age. The principle aim was not to pamper a pet but to look after the pigs with the aim of having as big a litter of piglets as possible. That’s where profit lay. We kept records of the cost of the pig food, bedding needs and everything that went into our mini farming enterprises.

Encouraged by my parents, my brother and I were often in competition.  I remember once sitting up late into the evening with a sow and being so proud of having helped 14 piglets into the world alive. This could be a hazardous business in a confined space of a small pig hut. The job was making sure the piglets found their way to their mother’s teat and didn’t get squashed on the way. If they let out a loud squeal the sow could move and could unwittingly squash one of the litter.

In my mind, Somerset cider is tied with pigs. The two go hand in hand.

[1] https://ciderappletrees.co.uk/

[2] https://www.britishpigs.org.uk/british-saddleback

[3] https://www.britishpigs.org.uk/british-landrace

[4] https://www.britishpigs.org.uk/large-white

Working hard for the money

What goes wrong with research spending? It’s a good question to ask. In some ways research spending is like advertising spending. “Half the money I spend on advertising is wasted; the trouble is I don’t know which half.[1]” Globally billions are spent on advertising so you might say – it must be working. In fact, far more is spent on advertising than is ever available for research in the aviation and aerospace world.

Research spending is a precious asset because of its bounds. Even so, a great deal of research spending is lost on activities that deliver no or little benefit. It’s true Governments, institutions and industry don’t often put-up funds for vague and imprecise aspirations or outlandish predictions but nevertheless money goes down a sink hole on far too many occasions.

A reluctance to take tough decisions or at the other extreme of the spectrum a relish in disruption plagues research funding decision making. Bad projects can live long lives and good projects get shut down before their time. My observations are that these are some of the cases that crop-up all too often across the world.

Continuing to service infrastructure that cost a great deal to set-up. It’s the classic problem of having spent large sums of money on something and thereby the desperation to see a benefit encourages more spending. Nobody likes to admit defeat or that their original predictions were way off the mark.

Circles of virtue are difficult to address. For example, everyone wants to see a more efficient and sustainable use of valuable airspace therefore critics of spending towards that objective are not heard. That is even if substantial spending is misdirected or hopelessly optimistic.

Glamourous and sexy subjects, often in the public limelight, get a leg-up when it come to the evaluation of potential research projects. Politicians love press photographs that associate them with something that looks like a solution in the public mind. Academics are no different in that respect.

Behold unto the gurus! There’s conferences and symposiums where ideas are hammered home by persuasive speakers and charismatic thinkers. Amongst these forums there are innovative ideas but also those that get more consideration than they warrant.

Narrow focused recommendations can distort funding decision making. With the best of intent an investigation or study group might highlight a deficiency that needs work, but it sits in a distinct niche of interest. It can be a push in direction the opposite of a Pareto analysis[2].

Highlighting these points is easier than fixing the underlying problems. It’s a good start to be aware of them before pen and ink meets, and a contract is signed.

[1] statement on advertising, credited to both John Wanamaker (1838-1922) and Lord Leverhulme (1851-1925).

[2] https://asq.org/quality-resources/pareto

Light touch folly

Light touch regulation. Now, there’s a senseless folly. It’s a green light to bad actors wherever they operate. It’s like building a medieval castle’s walls half as thick as planned to save money in the belief that enemies are too stupid to work it out. Saying that the public good far less important than the speed of developments is unwise to say the least.

The INTERNET arrived in the UK in the late 1980s. Now, it seems strange to recount. Clunky Personal Commuters (PCs) and basic e-mail were the hight of sophistication as we moved from an office of typewriters and Tipp-Ex to the simple word processor[1]. Generations will marvel at the primitive nature of our former working lives. Getting scissors and cutting out paper text and pasting it into a better place in a draft document. Tippexing out errors and scribbling notes in the spaces between sentences. Yet, that’s what we did when first certifying many of the commercial airliners in regular use across the globe (Boeing 777. Airbus A320). Desktop computers took centre stage early in the 1990s, but administrations were amid a transition. Clickable icons hit screens in 1990. Gradually and progressively new ways of working evolved.

Microsoft Windows 95 and the INTERNET were heralded as the dawn of a new age. Not much thought was given to PCs being used for criminal or malicious purposes. No more thought than the use of a typewriter to commit crime. That doesn’t mean such considerations were ignored it just means that they were deemed a lower-level importance.

In 2023, everyday there’s a new warning about scammers. Even fake warnings about scammers coming from scammers with the aim of scamming. Identifying whose real and whose a fake is becoming ever more difficult. Being asked to update subscriptions that were never opened in the first places is a good indicator that there’s some dirty work afoot. Notices that accounts are about to be blocked referring to accounts that don’t exist is another.

In 30-years the INTERNET has taken on the good and bad of the greater world. It hasn’t become a safer place. In fact, it’s become a bit like the Wild West[2].

Our digital space continues to evolve but has nowhere near reached its potential. It’s like those great western plains where waggons headed out looking for rich new lands. In any towns on the way the shop fronts are gleaming and inviting but if you look around the back there’s a desperate attempt to keep bad actors at bay.

Only a fraction of the suspicious, emails, texts, and messages get reported. People unconsciously pile up a digital legacy and rarely clean out the trash that accumulates. A rich messiness of personal information can lie hidden to the eyes but just bellow the digital surface.

When politicians and technocrats talk of “light touch regulation” it’s as if none of this matters. In the race to be first in technology, public protection is given a light touch. This can’t be a good way to go.

[1] Still available – Tipp-Ex Rapid, Correction Fluid Bottle, High Quality Correction Fluid, Excellent Coverage, 20ml, Pack of 3, white.

[2] https://en.wikipedia.org/wiki/American_frontier

Pointless Brexit

Democracy’s malleable frame. I don’t recall the people of the UK being given a referendum on joining a trade block in the Pacific. Nice thou it is to have good relations with trading nations across the globe it seems strange that the other side of the world is seen as good and next door is seen as bad. It’s like a person looking through a telescope through the wrong end.

Back on 23rd June 2016, voters in the UK were asked if Britain should leave the EU. No one really knew what “leave” meant as all sorts of, what now turns out to be blatant lies were told to the public. The words “customs union” were not spoken in 2016. If they were it was in a tone of – don’t worry about all that, we hold all the cards, nothing will change.

Today, UK sectors from fishing to aviation, farming to science report being bogged down in ever more red tape, struggling to recruit staff, and racking up losses. Sure, Brexit is not the only trouble in the world, but it was avoidable unlike the pandemic and Putin’s war.

We (UK) became a country that imposed sanctions on itself. A unique situation in Europe. If some people are surprised, we have significant problems the really ought to examine what happened in 2016. It’s a textbook example of how not to do thing. The events will probably be taught in schools and universities for generations to come as a case of national self-harm.

Democracy is invaluable but when a government dilutes a massive question into a simple YES or NO, they dilute democracy too. It’s the territory that demigods thrive in. Mainly because this approach encourages the polarisation that then drives ever more outlandish claims about opponents. The truth gets buried under a hail of campaign propaganda, prejudice, and misinformation.

What Brexit has stimulated. A growth sector, I might say. Is the blame game. Now, when things go wrong, UK politicians can always blame those across the other side of the Channel. Standing on the cliffs in Dover its easy to survey the mess and point a finger out to sea.

If some people’s motivation for voting for Brexit was to control borders and stopping immigration the failures are so obvious that they hardly need to be pointed out. Yet, politicians persist with they myth that a solution is just around the corner if only UK laws were made ever more draconian. A heavier hand, criminalisation and the blame game are not solutions. These acts will merely continue the round of calamities and failures.

Brexit has unlocked a grand scale of idiocy. The solution is to consign this dogma to the past.

Pause

An open letter has been published[1]. Not for the first time. It asks those working on Artificial Intelligence (AI) to take a deep breath and pause their work. It’s signed by AI experts and interested parties, like Elon Musk. This is a reaction to the competitive race to launch ever more powerful AI[2]. For all technology launches, it’s taking fewer and fewer years to get to a billion users. If the subject was genetic manipulation the case for a cautious step-by-step approach would be easily understood. However, the digital world, and its impact on our society’s organisation isn’t viewed as important as genetics. Genetically Modified (GM) crops got people excited and anxious. An artificially modified social and political landscape doesn’t seem to concern people quite so much. It maybe, the basis for this ambivalence is a false view that we are more in control of one as opposed to the other. It’s more likely this ambivalence stems from a lack of knowledge. One response to the open letter[3] I saw was thus: A lot of fearmongering luddites here! People were making similar comments about the pocket calculator at one time! This is to totally misunderstand what is going on with the rapid advance of AI. I think, the impact on society of the proliferation of AI will be greater than that of the invention of the internet. It will change the way we work, rest and play. It will do it at remarkable speed. We face an unprecedented challenge. I’m not for one moment advocating a regulatory regime that is driven by societal puritans. The open letter is not proposing a ban. What’s needed is a regulatory regime that can moderate aggressive advances so that knowledge can be acquired about the impacts of AI. Yesterday, a government policy was launched in the UK. The problem with saying that there will be no new regulators and regulators will need to act within existing powers is obvious. It’s a diversion of resources away from exiting priorities to address challenging new priorities. That, in of itself is not an original regulatory dilemma. It could be said, that’s why we have sewage pouring into rivers up and down the UK. In an interview, Conservative Minister Paul Scully MP mentioned sandboxing as a means of complying with policy. This is to create a “safe space” to try out a new AI system before launching it on the world. It’s a method of testing and trials that is useful to gain an understanding of conventional complex systems. The reason this is not easily workable for AI is that it’s not possible to build enough confidence that AI will be safe, secure and perform its intended function without running it live. For useful AI systems, even the slightest change in the start-up conditions or training can produce drastically different outcomes. A live AI system can be like shifting sand. It will build up a structure to solve problems, and do it well, but the characteristics of its internal workings will vary significantly from one similar system to another. Thus, the AI system’s workings, as they are run through a sandbox exercise may be unlike the same system’s workings running live. Which leads to the question – what confidence can a regulator, with an approval authority, have in a sandbox version of an AI system? Pause. Count to ten and work out what impacts we must avoid. And how to do it.

Policy & AI

Today, the UK Government published an approach to Artificial Intelligence (AI)[1]. It’s in the form of a white paper. That’s a policy document creäte by the Government that sets out their proposals for future legislation.

This is a big step. Artificial Intelligence (AI) attracts both optimism and pessimism. Utopia and dystopia. There are a lot more people who sit in these opposing camps as there are who sit in the middle. It’s big. Unlike any technology that has been introduce to the whole populous.

On Friday last, I caught the film iRobot (2004)[2] showing early evening on Film 4. It’s difficult to believe this science fiction is nearly 20-years old and the short story of Isaac Asimov’s, on which it’s based is from the 1950s. AI is a fertile space for the imagination to range over a vast space.

Fictional speculation about AI has veered towards the dystopian end of the scale. Although that’s not the whole story by far. One example of good AI is the sentient android in the Star Trek universe. The android “Data” based on the USS Enterprise, strives to help humanity and be more like us. His attempt to understand human emotions are often significant plot points. He’s a useful counterpoint to evil alien intelligent machines that predictably aim to destroy us all.

Where fiction helps is to give an airing to lots of potential scenarios for the future. That’s not trivial. Policy on this rapidly advancing subject should not be narrowly based or dogmatic.

Where there isn’t a great debate is the high-level objectives that society should endeavour to achieve. We want technology to do no harm. We want technology to be trustworthy. We want technology to be understandable.

Yet, we know from experience, that meeting these objectives is much harder than asserting them. Politicians love to assert. In the practical world, it’s public regulators who will have to wrestle with the ambitions of industry, unforeseen outcomes, and negative public reactions.

Using the words “world leading” successively is no substitute for resourcing regulators to beef-up their capabilities when faced with rapid change. Vague and superficial speeches are fine in context. Afterall, there’s a job to be done maintaining public confidence in this revolutionary technology.

What’s evident is that we should not delude ourselves. This technical transformation is unlike any we have so far encountered. It’s radical nature and speed mean that even when Government and industry work together they are still going to be behind the curve.

As a fictional speculation an intelligent android who serves as a senior officer aboard a star ship is old school. Now, I wonder what we would make of an intelligent android standing for election and becoming a Member of Parliament?

[1] The UK’s AI Regulation white paper will be published on Wednesday, 29 March 2023. Organisations and individuals involved in the AI sector will be encouraged to provide feedback on the white paper through a consultation which launches today and will run until Tuesday, 21 June 2023.

[2] https://en.wikipedia.org/wiki/I,_Robot_(film)

Good enough

It’s not a universal rule. What is? There are a million and one ways that both good and bad things can happen in life. A million is way under any genuine calculation. Slight changes in decisions that are made can head us off in a completely different direction. So much fiction is based on this reality.

Yes, I have watched “Everything Everywhere All at Once[1]”. I’m in two minds about my reaction. There’s no doubt that it has an original take on the theory of multiple universes and how they might interact. It surprised me in just how much comedy formed the core of the film. There are moments when the pace of the story left me wondering where on earth is this going? Overall, it is an enjoyable movie and its great to see such originality and imagination.

This strange notion of multiple universes, numbered beyond count, has an appeal but it’s more than a headful. What I mean is that trying to imagine what it looks like, if such a thing is possible, is almost hopeless. What I liked about the movie is that small difference are more probable and large difference are far less probable. So, to get to the worlds that are radically different from where you are it’s necessary to do something extremely improbable.

Anyway, that’s not what I’m writing about this morning. I’ve just been reading a bit about Sir Robert Alexander Watson Watt. The man credited with giving us radar technology.

Perfect is the enemy of good is a dictum that’s has several attributions. It keeps coming up. Some people celebrate those who strive for perfection. However, in human affairs, perfection, is an extremely improbable outcome in most situations. There’s a lot of talent and perspiration needed to jump from average to perfect in any walk of life.

What the dictum above shorthand’s is that throwing massive amounts of effort at a problem can prevent a good outcome. Striving for perfection, faced with our human condition, can be a negative.

That fits well with me. My experience of research, design and development suggested the value of incremental improvement and not waiting for perfect answers to arise from ever more work. It’s the problem with research funding. Every paper calls for more research to be done.

In aviation safety work the Pareto principle is invaluable. It can be explained by a ghastly Americanisms. Namely, let’s address the “low hanging fruit” first. In other words, let’s make the easiest improvements, that produce the biggest differences, first.

I’m right on-board with Robert Watson-Watt and his “cult of the imperfect”. He’s quoted saying: “Give them the third best to go on with; the second best comes too late, the best never comes”. It’s to say do enough of what works now without agonising over all the other possible better ways. Don’t procrastinate (too much).

[1] https://www.imdb.com/title/tt6710474/