Safety is poltical

It’s a surprisingly controversial statement. It’s particularly difficult for those working in traditionally technical specialisations to come to openly acknowledge “politics” in their work. By raising the subject, it’s almost as if one had stepped in something unpleasant.

I recall the period when a new aviation agency was being established. That’s in the dawn of this new century. EASA, the European Aviation Safety Agency came into operation in 2003, but the debate about its shape and form occupied many of the preceding years. Politicians, administrators, technocrats, and industry were vocal about the direction to take.

The impact of liberalising European civil aviation, that stated in the 1970s, was primarily a political drive. It envisaged both a commercial and social benefits. Separating the operation of aviation from the vagaries of political personalities seemed to offer a future that would be led by the customers needs.  

The general acceptance that State control of businesses, like airlines and manufacturers, had a stifling effect, limiting innovation and opportunity was questioned but not so much by those with the power to make changes. Momentum pushing liberalisation was given a boost by the apparent successes of businesses, like Southwest airlines[1] in the US. Freddie Laker had a big influence in the UK[2].

In these decades of transformation aviation safety has always been heralded as a priority. Whoever is speaking, that’s the line that is taken. Safety is number one. What industry has experienced is a decades long transition from the ways and mean of trying to control safety to an approach more based on managing potential outcomes. This is characterised in a shift from mostly prescriptive rules and regulations to other more adaptive approaches.

Back to the proposition that safety is political. There are several ways to address this as an exercise of analysis. There’s a mammoth amount of historical evidence to draw upon. However, my thoughts are more to do with anecdote and lived experience.

Number one is that our institutions are shaped by political decision-making. This is to varying degrees, from year to year, but international bodies, national ministries, administration, authorities, agencies, committees, learned bodies, all depend upon political support. If they do not muster and sustain this support, they will wither and die.

Number two, change is a constant, failures happen but safety achievement depends on a consistency, dependability, and stability. Maintaining public confidence. There lies a dissonance that must be reconciled. Governments and politicians instinctively insulate themselves in such cases and so the notion of “independent” regulation is promoted.

Number three, arguments for liberalisation or intervention do not stop. The perpetual seesaw of cutting “red tape” and tightening rules and regulation may settle for a while even if these are always in movement. This can be driven by events. The proximity of fatal accidents is always a significant political driver. Domestic fatalities, where consequences are borne locally, will have much more impact than similar events 1000 miles away.

Does any of this matter? Afterall it’s a context that exists, de-facto. It’s no good saying: stop the world I want to get off.

Yes, it does matter. Accepting that safety is political helps dispel some of the myths that persist.

A prerequisite to safety success is provision of adequate resources. Constantly cutting a budget has consequences. A blind drive for efficiency that doesn’t effectively measure performance invites failure. Much as lack of planning invites failure. Reality bites.

It’s reasonable to question of investigatory or regulatory “independence” from time-to-time. The reasons for safety decision-making can be purely objective and technical. Questioning that “purity” need not be impugning politicians, administrators, or managers in their motivations. Shedding light on contextual factors can help learning and avoidance of future failures.

Accepting the perpetual political seesaw of debate can help a great deal in meeting safety goals. What this means is the importance of timing. Making a proposal to tighten a rule concerning a known deficiency can meet a stone wall. Making the same proposal after an accident, involving that deficiency, can go much better. Evidence that is compelling can change minds. This is reality.


[1] https://www.southwest.com/about-southwest/#aboutUs

[2] https://simpleflying.com/laker-airways-brief-history/

digital probing

It’s the Japanese knotweed of the digital world.

Advertising, marketing, promotion, selling, I expect some of those cave paintings of ancient men and women were showing-off to the rest of their society. They’d be saying, extra tasty bison if you head on down to this big watering hole. Throw your spear this way for the best results. The communication medium, a rock face isn’t so different from billboards, hoardings and signage that line busy roads. Catching your eye is the aim. Doing it on a busy throughfare is a proven method.

Too much of this can be annoying, distracting and ultimately defeating. Wall-to-wall advertising that’s pushy, gaudy and litters the highway is a nightmare no one wants to see. It’s not just the urban planners that get riled-up when they see streets plastered with garish advertising.

What of the digital worlds we inhabit? It’s clear they’re no exception. A great deal of the money to be made digitally comes from advertising. My beef here is with the saturation questioning that this industry uses to accumulate data. The bombarding of people with questionnaire after questionnaire is as annoying as any gaudy poster. Survey after survey pops-up as soon as you give away your e-mail address in any purchase. “We’d love to know more about the experience you recently had……………” 

It’s one reason why I always refuse any request made at a till in a shop. Occasionally, shop assistants will look offended. It’s as if you have slighted them, is some incomprehensible way. It’s no good them saying they can reassure you that your data will be “protected”. Such reassurances are meaningless.

There are so many examples of data held securely and in line with data protection rules being hacked[1][2][3][4] and spread around like confetti. Compensation after the event is not compensation for the aggravation.

Making purchases it’s inevitable that we will give away data. Few of us read the terms and conditions under which we give away our data. There’s an expectation of “protection”. The conveniences of digital transactions are traded against the risks of losing vital personal data.

When it comes to advertising there’s no necessity. Unless there’s some form of inducement. One came into my in-box saying, “win a £10,000 holiday”. I did what I normally do – deleted it. I find such hooks like “This survey will only take a few minutes to complete” as annoying as improbable competitions and insincere thanks.

I don’t suppose I’m eccentric in disliking all this unrelenting digital probing. It’s clutter. It’s invasive. It’s the Japanese knotweed of the digital world.


[1] https://www.bbc.co.uk/news/technology-45446529

[2] https://www.bbc.co.uk/news/technology-52722626

[3] https://www.bbc.co.uk/news/world-asia-india-57210118

[4] https://www.reuters.com/business/aerospace-defense/american-airlines-says-data-breach-affected-small-number-customers-employees-2022-09-20/

UAP

….none of us are familiar with the variety in shape and size of flying machines currently being designed and developed for general use

There was a time when anyone raising the issue of the potential for an asteroid to send humans back to the stone age was mocked and derided. Anyone bringing apparent sci-fi plots into Parliament was jeered. Now, the subject is studied with intensity and considerable resources. The probabilities of Near-Earth Object[1] (NEO) impact is calculated, and small asteroid and comet orbits are monitored in detail.

Really bad films, like the one starring Bruce Willis have a lot to answer for. That space between fiction and reality gets filled with more than a few eccentrics and conspiracy theories. Trouble is that gives you, and me licence to smirk anytime cosmic occurrences come into discussion.

I must admit I like the term Unidentified Anomalous Phenomena (UAP) better than UFO. They are airborne phenomena, they are unidentified until we know better, and they are anomalous. Although, most reports are attributed to things that are known, even if they are rare events. Some are pooly reported and only scant evidence is avialable.

Discovering all there is to know about such airborne phenomena is a matter of both safety and security. However remote it might seem, part of this is the safety of aircraft in flight. I know of no examples of extra-terrestrial objects colliding with aircraft but it’s not impossible. I’m reminded of that classic picture of a bullet hitting a bullet in-flight and fusing together. It’s from the Battle of Gallipoli.

We might be entering a new era of transparency in the scientific study of UAP. This is a wholly good thing and highly necessary given the coming expansion in the number of air vehicles in flight. If Advanced Air Mobility (AAM) is going to do anything, it’s going to led to an increase in aviators and public reports. For one, none of us are familiar with the variety in shape and size of flying machines currently being designed and developed for general use. It’s likly that red and green lights moving through the sky at night is going to prompt public reports of the “unknown”.

Perspective plays a part too. A small drone close can look like a large airship at distance. As environmental conditions change so the perception of airborne objects can change dramatically. So, what we might observe and confidently attribute to be a drone or helicopter or aircraft in-flight is not always definitive. Applying disciplined scientific analysis to the data that is available has benefits.

Given that our airspace is likely to become ever more crowded, NASA’s study[2] of UAP has much merit. Recognising that resources are needed for this work is a lesson most nations need to learn. We can sit on our hands or giggle at the more ridiculous interpretations of observations, but this kind of reporting and analysis will be advantageous to aviation safety and security. It’s part of giving the public confidence that nothing unknown, unmanaged or uncontrolled is going on abover their heads too.

POST: UFOs: Five revelations from Nasa’s public meeting – BBC News


[1] https://neo.ssa.esa.int/home

[2] https://www.youtube.com/watch?v=bQo08JRY0iM

Happy Birthday EASA

Happy Birthday EASA. 20 years is a good age

For me, it was a peculiar day in July. It was a baking hot Brussels. The sun beat down and the city’s trams were full of sweaty travellers. The interview room was a classic board room style. Modern office, heavy polished wooden table, and heavy black leather chairs. On a hot bright sunny summer day that was not a pleasing formula for a formal interview.

I was surprised at the result. I got the job. A moment in July 2004 became a pivotal moment in my aviation career. Not quite 20-years ago. The European Aviation Safety Agency (EASA)[1] was already up and running in a shared office in a Brussels suburb. It was the bare bones of an organisation in the process of a rapid build-up. Discussion about the locations of the Agency’s eventual headquarters were concluding.

That kicked-off my 11-years in Cologne. I arrived in the city when the tower building was being constructed and as the staff had just moved from Brussels to take up the new headquarters. It was December 2004. Offices, on the 6th floor of the main building were buzzing. The Agency was small in numbers and running fast to fulfil its new responsibilities.

European aviation safety regulation was going through a major change. Up until September 2003, Europe’s National Aviation Authorities (NAAs) acted as a partnership within the Joint Aviation Authorities (JAA)[2]. A body of rules and regulations and ways of working had been harmonised. However, because of the “club” like nature of the JAA there remained unresolved disagreements, incontinences, and a confusing representation at international level.

The legislation that called for the formation of EASA was set to unify aircraft certification and rulemaking activities and drive a consistency in the application of standards across Europe. It was the start of a long road to build world-class civil aviation safety regulator. It worked.

I experienced the first decade in Cologne. The storming and norming. The extensions of remit and turbulent days when we were finding our way. Several tragic fatal accidents and a least one Europe wide crisis. Now, the Agency is about to start its third decade.

EASA is undisputed as the European organisation that talks to the international aviation community. It works in lockstep with the European Commission. It is an achievement to be celebrated.

Yes, I find it sad that the UK is no longer a member of the Agency. But that doesn’t stop National Aviation Authorities (NAAs) working together in a constructive and positive manner[3]. There’s much to be gained from avoiding the fragmentation and conflicts of the past.

Happy Birthday EASA. 20 years is a good age.


[1] What’s #EASA’s story? See what we have achieved in 20 years  https://www.easa.europa.eu/…/looking-back-move-forward…

[2] https://jaato.com/start/

[3] https://www.easa.europa.eu/en/domains/international-cooperation/easa-by-country

Don Bateman

At the start of the jet-age, changes in aircraft design and the improvement of maintenance procedures made a significant improvement in aviation safety. One set of accidents remain stubbornly difficult to reduce. This is the tragic case where a perfectly airworthy aircraft is flown into the ground or sea. Clearly the crew, in such cases had no intention to crash but never-the-less the crash happens. Loss of situation awareness, fixation on other problems or lack of adherence to standard operating procedures can all contribute to these aircraft accidents. So often these are fatal accidents.

One strategy for reducing accidents, where there is a significant human factor, is the implementation of suitable alerting and warning systems in the cockpit. It could be said that such aircraft systems support the vigilance of the crew and thus help reduce human error.

For decades the number one fatal accident category was Controlled Flight Into Terrain (CFIT). It always came top of global accident analysis reports. Pick up a book on the world’s major civil aircraft crashes since the 1960s and there will be a list of CFIT accidents. By the way, this term CFIT is an internationally agreed category for classifying accidents[1]. 20-years ago, I was part of a team that managed these classifications.

When I started work on aircraft certification, in the early 1990s, the Ground Proximity Warning System (GPWS) already existed. A huge amount of work had been done since the 1970s defining and refining a set of protection envelopes that underpinned cockpit warnings aimed at avoiding CFIT.

UK CAA Specification 14 on GPWS dates from 1976[2]. This safety equipment had been mandated in many countries for certain types of public transport aircraft operation. It was by no means fitted to all aircraft and all types of aircraft operation. This was highlighted when an Air Inter AIRBUS A320 crashed near Strasbourg, in France in January 1992[3].

No alerting or warning system is perfect. GPWS had been successful in reducing the number of CFIT accidents but there were still occurrences where the equipment proved ineffective or was ignored.

I first met Don Bateman[4] on one of his whistles-stop tours presenting detailed analysis of CFIT accidents and the latest versions of the GPWS. At that time, he was working for the company Sundstrand[5], based in Redmond in Washington State, US. It was a time when Enhanced GPWS (EGPWS)[6] was being promoted. This version of the equipment had an added capability to address approaches to runways where the classic GPWS was known to give false results. False alerts and warnings are the enemy of any aircraft system since they reduce a crew’s confidence in its workings.

My role was the UK approval of the systems and equipment. Over a decade the industry moved from a basic GPWS to EGPWS to what we have now, Terrain Avoidance and Warning Systems (TAWS).

When I think of Don Bateman’s contribution[7], there are few people who have advanced global aviation safety as much as he did. His dedication to driving forward GPWS ensured the technology became almost universal. Consequently, there must be a large number of lives saved because of the CFIT accidents that did not happen.

He left no doubt as to his passion for aviation safety, was outstandingly professional and a pleasure to work with on every occasion. This work was an example of a positive and constructive partnership between aviation authorities and industry. We need more of that approach.

POST 1: Don Bateman Saved More Lives Than Anyone in Aviation History | Aviation Pros

POST 2: Don Bateman, ‘Father’ Of Terrain Awareness Warning Systems, Dies At 91 | Aviation Week Network


[1] https://www.intlaviationstandards.org/Documents/CICTTStandardBriefing.pdf

[2] https://publicapps.caa.co.uk/docs/33/CASPEC14.PDF

[3] https://reports.aviation-safety.net/1992/19920120-0_A320_F-GGED.pdf

[4] https://www.invent.org/inductees/c-donald-bateman

[5] https://archive.seattletimes.com/archive/?date=19930125&slug=1681820

[6] https://aerospace.honeywell.com/us/en/pages/enhanced-ground-proximity-warning-system

[7] https://aviationweek.com/air-transport/safety-ops-regulation/don-bateman-father-terrain-awareness-warning-systems-dies-91

Ban

Some policies are directly targeted to fix a problem, other policies maybe aimed at indicating a direction of travel. I think the measures in France to ban domestic flights on short routes is the later.

Internal routes that can be flown in less than two-and-a-half hours, are prohibited[1]. That can be done because high-speed rail transport offers a means of connecting certain French cities.

The calculation being that greenhouse gas emissions will be reduced by this control. There had been many calls for even stricter restrictions on flying in France. Lowering carbon emissions is a priority for many European governments. Sovereignty is primary in this respect. A State can take measures to control domestic flying much more readily than they can internationally. Connecting flights will not be changed by this new legislation.

High-speed trains do take passengers from airlines and take cars off the roads. Where a mature rail network exists, there are significant benefits in focusing on rail transport between cities. Often rail and air are complementary, with major high-speed rail stations at airports.

Given the rhetoric surrounding the “climate emergency” these restrictions are a modest measure that will make only a small difference to carbon emissions. The symbolism is significant. It’s a drive in a transport policy direction that may go further in time and other States may do the same.

Flying between Paris and Lyon doesn’t make much sense when a good alternative is available. Flying between London and Birmingham doesn’t make much sense either. However, changes like these need to be data-driven transformations. There needs to be a measure reduction in greenhouse gas emissions because of their implementation. For example, displacing travellers onto the roads would be a negative outcome.

The imperative of greenhouse gas emission reduction means creative and new measure will happen. It’s far better for aviation to adapt to this framework of operations rather than push back. The direction of travel is set.


[1] https://www.bbc.co.uk/news/world-europe-65687665

Turbulence

Brexit “outrage” as The Express newspaper put it. Headlines like this are signs of shear desperation. It seems every time something goes wrong, which it regularly does, the call comes out from Brexit supporters – it must be Remainers or the House of Commons or Lords or civil servants or large corporations or lefty liberals thwarting the great Brexit plan. Noting, of course, that there never was a plan in the first place.

“Take Back Control” has become the hollowest political slogan in British history. Rather than dimming the light of fervent Brexit advocates these repeated setbacks just pump them up. This kind of thinking is both sad and dangerous. It has a deep flavour of paranoia.

This month, shocks from the Conservative Party’s council election meltdown are another trigger for the political right to agitate. Shouting: bring back Boris Johnson is unsurprising. The dreamy magical thinking is that because he delivered a big parliamentary majority in 2019, somehow, he, and he alone, can do the same in 2024. Other conservatives are positioning themselves for the next run at being Prime Minister.

I’m not one to totally dismiss the Johnson proposition. Naturally, it would be calamitous and beyond reason but that has not been an impenetrable barrier since 2016. Brexit, as a happening, delights in causing chaos. There’re political thinkers who invite chaos and disruption to free potentially creative energies. They’re not a bit concerned about the impact of that approach on the average person.

Brexit continues to hobble aviation in UK. A large percentage of the people who worked in UK aviation, before the COVID pandemic, were EU nationals. A lot have gone. Now, it’s often the case that when EU nationals apply for jobs in the UK, the aviation industry must turn them down[1].

The legislative proposal to remove retained EU laws has created yet more uncertainty for UK’s aviation sector. The threat remains regardless that it may be in the process of being watered down. Debates in the House of Lords focused on democratic scrutiny of the process where significant changes are planned[2]. Ministers continue to wish to use arbitrary powers to make changes. There’s ambition in the policies advanced while, at the same time, there’s a wish to look all ways at once.

For a lot of aviation topics, the UK has stated it will continue to use European Union Aviation Safety Agency (EASA) rules and guidance. Although, this is eminently sensible in an international setting it does suggest that Brexit benefits, if they exist at all, have been greatly overstated.

Given the tabloid media jitters seen in recent headlines, it’s perfectly clear that Brexit is a million miles from being “done”. A bad idea remains a bad idea, however it’s dressed up.

Expect turbulence right up to the next General Election. Change is not assured. People will have to campaign hard to make it happen. In comment on the change of the crown, “The country is in a waiting room” said historian Simon Schama.


[1] One major airline – We have had to turn down a huge number [8,000] of EU nationals because of Brexit. Another has blamed the British government’s post-Brexit immigration constraints on the labour market for fuelling staff shortages.

[2] https://www.bbc.co.uk/news/uk-politics-65605035

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

Who’s in control?

The subject of artificial intelligence (AI) in an aircraft cockpit stirs-up reactions that are both passionate and pragmatic. Maybe, it’s a Marmite issue[1]. Mention of the subject triggers an instant judgement. 

Large passenger transport civil aircraft are flown by two human operators. Decisions are made by those two human operators. They are trained and acquire experience doing the job of flying. A word that has its origins in the marine world is used to describe their role – pilot.

One of my roles, early on in my career, was to lead the integration of a cockpit display system into a large new helicopter[2]. New, at the time. The design team, I was part of comprised of people with two different professional backgrounds. One had an engineering background, like me, and the other had qualification associated with psychology. The recognition that an aircraft cockpit is where the human and machine meet is not new. A lot of work was done in simulation with flight crews. 

The first generation of jet aircraft put the pilot in full-time command. It’s as we moved from purely mechanical interactions with aircraft, the balance of flight control has been shared between pilot and aircraft systems. There’s no doubt, in the numbers, that this has improved aviation safety.

Nobody is calling for the removal of aircraft autopilot systems. Much of the role of the formerly required flight engineer has been integrated into the aircraft systems. Information is compressed and summarised on flat screen displays in the aircraft cockpit.

Today, AI is not just one thing. There’s a myriad of different types and configurations, some of which are frozen and some of which are constantly changing as they learn and grow. That said, a flawless machine is a myth. Now, that’s a brave statement. We are generations away from a world where sentient machines produce ever better machines. It’s the stuff of SiFi.

As we have tried to make ever more capable machines, failures are a normal part of evolution. Those cycles of attempts and failures will need to lead into the billions and billions before human capabilities are fully matched. Yes, I know that’s an assertion, but it has taken humans more than a million years to get to have this discussion. That’s with our incredible brains.

What AI can do well is to enhance human capabilities[3]. Let’s say, of all the billions of combinations and permutations, an aircraft in flight can experience, a failure that is not expected, not trained, and not easily understood occurs. This is where the benefits and speed of AI can add a lot. Aircraft system using AI should be able to consider a massive number of potential scenarios and provide a selection of viable options to a flight crew. In time critical events AI can help.

The road where AI replaces a pilot in the cockpit is a dead end. The road where AI helps a pilot in managing a flight is well worth pursuing. Don’t set the goal at replacing humans. Set the goal at maximising the unique qualities of human capabilities.


[1] https://www.macmillandictionary.com/dictionary/british/marmite_2

[2] https://en.wikipedia.org/wiki/AgustaWestland_AW101

[3] https://hbr.org/2021/03/ai-should-augment-human-intelligence-not-replace-it

First Encounter

My first encounter with what could be classed as early Artificial Intelligence (AI) was a Dutch research project. It was around 2007. Let’s first note, a mathematical model isn’t pure AI, but it’s an example of a system that is trained on data.

It almost goes without saying that learning from accidents and incidents is a core part of the process to improve aviation safety. A key industry and regulatory goal is to understand what happened when things go wrong and to prevent a repetition of events.

Civil aviation is an extremely safe mode of transport. That said, because of the size of the global industry there are enough accidents and incidents worldwide to provide useful data on the historic safety record. Despite significant pre-COVID pandemic growth of civil aviation, the number of accidents is so low that further reduction in numbers is providing hard to win.

What if a system was developed that could look at all the historic aviation safety data and make a prediction as to what accidents might happen next?

The first challenge is the word “all” in that compiling such a comprehensive record of global aviation safety is a demanding task. It’s true that comprehensive databases do exist but even within these extremely valuable records there are errors, omissions, and summary information. 

There’s also the kick back that is often associated with record keeping. A system that demands detailed record keeping, of even the most minor incident can be burdensome. Yes, such record keeping has admirable objectives, but the “red tape” wrapped around its objectives can have negative effects.

Looking at past events has only one aim. That’s to now do things to prevent aviation accidents in the future. Once a significant comprehensive database exists then analysis can provide simple indicators that can provide clues as to what might happen next. Even basic mathematics can give us a trend line drawn through a set of key data points[1]. It’s effective but crude.

What if a prediction could take on-board all the global aviation safety data available, with the knowledge of how civil aviation works and mix it in such a way as to provide reliable predictions? This is prognostics. It’s a bit like the Delphi oracle[2]. The aviation “oracle” could be consulted about the state of affairs in respect of aviation safety. Dream? – maybe not.

The acronym CAT normally refers to large commercial air transport (CAT) aeroplanes. What this article is about is a Causal model for Air Transport Safety (CATS)[3]. This research project could be called an early use of “Big Data” in aviation safety work. However, as I understand it, the original aim was to make prognostics a reality.

Using Bayesian network-based causal models it was theorised that a map of aviation safety could be produced. Then it could be possible to predict the direction of travel for the future.

This type of quantification has a lot of merit. It has weaknesses, in that the Human Factor (HF) often defies prediction. However, as AI advances maybe causal modelling ought to be revised. New off-the-shelf tools could be used to look again at the craft of prediction.


[1] https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Air_safety_statistics_in_the_EU

[2] https://www.history.com/topics/ancient-greece/delphi

[3] https://open.overheid.nl/documenten/ronl-archief-d5cd2dc7-c53f-4105-83c8-c1785dcb98c0/pdf