[HN Gopher] Airbus' self-flying plane just completed taxi, take-...
       ___________________________________________________________________
        
       Airbus' self-flying plane just completed taxi, take-off, and
       landing tests
        
       Author : apsec112
       Score  : 161 points
       Date   : 2020-07-27 20:27 UTC (2 hours ago)
        
 (HTM) web link (www.businessinsider.com)
 (TXT) w3m dump (www.businessinsider.com)
        
       | PopeDotNinja wrote:
       | I would not be surprised to see self-flying planes take off (pun
       | intended) before self-driving cars.
        
         | kbenson wrote:
         | It's a much easier problem, which is why planes have been
         | mostly automated for a while now.
         | 
         | The equivalent for cars would be if we only allowed them on
         | almost entirely empty freeways and highways, and on designated,
         | fairly uniform and well marked parking lots directly off those
         | freeways. Self driving cars can already do all that fairly
         | well. It's all the fiddly bits that planes don't have to deal
         | with (pedestrians, city roads, weird/bad roads and signage,
         | lots of other cars, etc) that make self driving cars hard.
        
           | mmcconnell1618 wrote:
           | Don't forget planes all file flight plans ahead of time so
           | not only is there more space, but it is relatively easy to
           | check for potential conflicts before flights leave the
           | ground.
        
             | asdfadsfgfdda wrote:
             | Flight plans are filed in advance, but a flight plan is
             | just a plan. It's an impossible task to predict where an
             | airplane will fly in advance, there are so many variables
             | involved.
             | 
             | Just some of the many reasons a flight will vary from
             | flight plan:
             | 
             | -Avoiding convective build up (thunderstorm)
             | 
             | -Avoiding turbulence for passenger comfort (changing
             | altitude)
             | 
             | -Unexpectedly high headwinds (changing altitude)
             | 
             | -A cold front causes winds to shift, so the runways in use
             | change
             | 
             | -Low clouds limits arrival/departure rate, so holding is
             | needed
             | 
             | -Snow removal from runways/taxiways
        
         | carabiner wrote:
         | We have these with Predator drones etc. These were mature at
         | the time when the DARPA Grand Challenge had robot cars crashing
         | in the desert.
        
           | axlee wrote:
           | Predator drones aren't exactly self-flying though, they are
           | remotely piloted.
        
       | mehrdadn wrote:
       | Dumb question but what is the benefit? I imagine pilots will
       | still need to be there to take over during an emergency, so it
       | won't save on pilot costs, right? And they can already lay back
       | and relax during most of the flight so it won't really help with
       | fatigue. Is the idea that autopilot can somehow take off with
       | less risk than a human pilot? Can a human pilot take over
       | sufficiently quickly if something goes wrong? Is pilot error
       | during phases where such autopilot could've been running a source
       | of accidents in practice?
        
         | kandeel4411 wrote:
         | Probably one benefit is having flights available and running
         | 24/7, human pilots can only fly so many a day
        
         | Robotbeat wrote:
         | I think the idea is you might be able to reduce the required
         | number of pilots from 2 to 1 for some flights.
        
           | kylec wrote:
           | Or 0, eventually
        
             | Robotbeat wrote:
             | Sure, but you get a huge amount of the labor cost reduction
             | just by going from 2 to 1 and probably have a much easier
             | time justifying it. Labor costs are already a pretty small
             | part of air freight costs, for instance, so proportionally,
             | the improvement in total costs (in both absolute and
             | relative-to-total terms) from going to 1 from 2 pilots is
             | about the same as going to 0 from 1.
             | 
             | EDIT: Just to illustrate... a 777 Freighter can fly a 5000
             | mile route at like 500 miles per hour carrying about
             | 100tons of freight, I think in one shift so you only need a
             | pilot and copilot. That's 50,000 ton-miles per hour. Air
             | freight revenue is about $1.40 per ton-mile, so in terms of
             | revenue, you're talking $70,000 per hour. Pilot and co-
             | pilot wages are much lower per flight hour than you'd
             | imagine, around $20-50/hour, so combined, they both
             | contribute about $70 in direct labor costs per hour, so
             | already just on thousandth, or 0.1%, of the revenue from
             | the freight they're carrying. Even eliminating the pilots
             | doesn't reduce costs much!
             | 
             | Much bigger difference for smaller and slower regional air
             | freight routes.
        
         | justaguy88 wrote:
         | Cargo flights could fly without pilots, or use remote-control
         | like a UAV
        
         | aqme28 wrote:
         | In addition to that-- is the pilot's salary a significant
         | fraction of the cost of a flight?
        
       | lnsru wrote:
       | Poor pilots sitting and watching inside the plane the moment they
       | got obsolete. Cameras now, lidar and radar later for night and
       | bad weather flights.
        
         | alacombe wrote:
         | Do you mean the same systems driving Tesla cars to immobile
         | objects on the road ?
        
       | cachvico wrote:
       | And when there's zero visibility?
       | 
       | ILS presumably -
       | https://en.wikipedia.org/wiki/Instrument_landing_system
       | 
       | So would it not make sense to tie the two systems together in an
       | intelligent way?
        
         | outworlder wrote:
         | > So would it not make sense to tie the two systems together in
         | an intelligent way?
         | 
         | There's no need to do so since ILS autoland has been a thing
         | for decades and can be used by many aircraft today (from both
         | Boeing and Airbus)
         | 
         | All the 'self-flying plane' has to do is engage the Cat III
         | approach if it is available and let the old and boring
         | autopilot do its thing.
         | 
         | Alternatively, if Cat III approach is unavailable, it can do
         | what pilots already do: divert to an alternate airport.
         | 
         | https://www.flightdeckfriend.com/can-a-plane-land-automatica...
        
           | nabla9 wrote:
           | In Cat 3 autoland the plane does the approach and landing
           | manoeuvres but the pilot is still in control. Complete zero
           | visibility landing is not allowed. Pilot needs to see
           | something like 50 feet to see the center line and make sure
           | that the plane is in touchdown area. There are also wind
           | limits, almost no turbulence is not allowed and so on.
        
       | qppo wrote:
       | Maybe one day we'll have pilots reserved for emergencies, but
       | only on the ground like drone operators. Hotswapping between
       | flights that need corrections as problems occur.
       | 
       | Obviously not going to happen tomorrow and needs more robust
       | communications infrastructure over the deadzones of the planet
       | but it's fun to imagine. I trust machines more than people,
       | unless they're made by Boeing.
        
         | [deleted]
        
         | pak9rabid wrote:
         | I would imagine something like Starlink could help with the
         | deadzone issue?
        
           | koatuok wrote:
           | Can Starlink work with a vehicle that is in motion? And at
           | 500 mph? I had assumed that it only worked with a stationary
           | transceiver.
        
             | elcritch wrote:
             | Perhaps not initially, but IIRC, they use "digital" antenna
             | so it should be upgradable to track in real-time. Perhaps
             | even by an OTA update.
        
             | sacred_numbers wrote:
             | Yes, it can, although I can't be sure it will work at 500
             | mph. They tested it with a C-12, which has a top speed of
             | 338 mph, and were able to transfer data at 610 Mbps.
             | 
             | Source: https://spacenews.com/spacex-plans-to-start-
             | offering-starlin...
        
             | [deleted]
        
           | qppo wrote:
           | We already have satellite communications for media and voice,
           | but iirc they have fairly limited bandwidth constraints. I
           | think figuring out a way to get the flight recorder data to
           | operators in realtime would be the first problem to solve,
           | and I don't think it's been done yet for commercial flights.
           | 
           | There was a startup around like 5-6 years ago (gone now,
           | can't find any info on them, their name was "Flamingo"
           | something or other) that had a proof of concept solution but
           | they burned out quickly.
        
             | phantom784 wrote:
             | Latency is probably the bigger issue for aircraft, but
             | Starlink could help there as well.
        
           | [deleted]
        
         | maxerickson wrote:
         | What do you think is better about people made by Boeing?
        
       | Upvoter33 wrote:
       | I thought most of plane take off, flight, and landing were
       | automated long ago... ?
       | 
       | [sorry, should have done more googling:
       | https://www.flightdeckfriend.com/can-a-plane-land-automatica...
       | seems to say auto-land is there (but used very little) and no
       | auto-takeoff]
        
         | cachvico wrote:
         | Yep, https://en.wikipedia.org/wiki/Instrument_landing_system
         | 
         | It does require hardware on the runway though.
        
           | jeffreyrogers wrote:
           | This is for landing without visual contact with the runway
           | (i.e. instrument flight conditions), typically the pilot is
           | still controlling the aircraft, and looking at an instrument
           | that tells him/her how to adjust the controls, although many
           | aircraft can land automatically using these same systems.
        
         | Avicebron wrote:
         | It has been, but there is still a strong incentive to have a
         | human in semi-control for contingencies
        
           | outworlder wrote:
           | Not only that, but it's free training. This helps keep pilots
           | sharp and current.
           | 
           | If autoland fails it could be that there's something else
           | going wrong with the aircraft(ranging from a faulty sensor to
           | something more serious). Now you have a pilot with degraded
           | proficiency trying to land in an unusual condition. This
           | impairs safety.
        
         | nexuist wrote:
         | There are other people talking about autoland, but it's
         | actually meant to line the aircraft up with the runway and
         | gently glide it down, and then the pilot deactivates it around
         | 200-300ft off the ground to flare. It's not meant to perform
         | the entire landing sequence autonomously. Autoland doesn't
         | flare by itself, so while it can safely land the aircraft, it
         | will cause a ton of stress on the landing gear that adds up to
         | more frequent downtime for repairs.
        
         | alistairSH wrote:
         | I believe the A320 has some auto land capability. Not a pilot,
         | so don't know the details, but based on Youtube, it appears the
         | pilot has to do some configuration on approach (line up the
         | plane to some extent, set engines appropriately, etc).
        
       | kirykl wrote:
       | >"perform normally pilot-flown maneuvers entirely on its own"
       | 
       | It's the non-normal exception cases where pilot expertise is
       | really critical
        
       | irrational wrote:
       | How many people will want to become pilots once flying (jets,
       | fighters, etc.) is fully automated? Will it be difficult to find
       | people to "take over" from the AI pilot in case of an emergency?
       | I suppose you wouldn't need that many since it's unlikely there
       | will be multiple emergencies concurrently.
        
       | supernova87a wrote:
       | Does anyone think that if we go to ground-control backup pilots,
       | they'll be monitoring second-by-second as if they're actually
       | flying, and able to save a situation like US 1549? Or even other
       | less dramatic urgent situations? At that point, why not keep them
       | in the plane?
       | 
       | If you go to ground control monitoring -- the only point of it
       | being that pilots could monitor multiple flights -- you are
       | saying that the pilots are there to fix longer term issues (like
       | flight planning, diversions), etc. Things that don't happen on a
       | few second's timescale.
       | 
       | That might be acceptable on freight/cargo where losing a plane
       | now and then is a risk you can deal with. Not with passengers.
       | 
       | I don't think anyone is willing to go that far.
        
         | DaiPlusPlus wrote:
         | Are there any real cost-savings to pilotless planes though?
         | You'd still have a cabin-crew, too.
        
           | joakleaf wrote:
           | You probably don't need a crew for freight only flights.
        
         | josefrichter wrote:
         | Might be hard to imagine for you now, but could be completely
         | different story in a few years. Basically there's no reason to
         | believe people will be always more reliable than machines.
        
           | [deleted]
        
       | Avicebron wrote:
       | I wonder what this means in terms of security of the system?
       | Planes are essentially missiles and allowing them to be
       | accessible via a network could open the door to some pretty
       | dangerous outcomes.
        
       | Joeri wrote:
       | I wouldn't trust a pilot to take over from the computer during a
       | crisis if they've barely done any real flying in the past few
       | years. Humans need practice to become and remain skilled. I'm
       | worried about the effect of such systems on pilot skill.
        
         | Simulacra wrote:
         | "Russian jet crashed 'because captain couldn't land without
         | autopilot"
         | 
         | https://metro.co.uk/2019/05/16/russian-jet-crashed-captain-c...
        
           | lightgreen wrote:
           | The jet crashed because lightning hit it, the plane did not
           | have an feature to drop fuel and landed over max landing
           | weight and there are other reasons.
           | 
           | Metro is not the most reliable source of information.
        
         | gibsonhouse wrote:
         | simulators might be good enough to train for most situations,
         | maybe not to the same degree as if the pilot had been flying
         | the whole time.
        
           | Jabbles wrote:
           | The situations that call for a pilot rather than an AI can
           | _only_ be trained for in a simulator.
           | 
           | The (few) hours in a simulator are probably far more valuable
           | in an emergency than the thousands of hours of real flight.
        
             | AdrianB1 wrote:
             | (sport pilot here) Can you explain what are you thinking
             | about? I had a few cases of unexpected problems while
             | flying, simulators in my case would not help at all, but it
             | may be different for large planes with huge inertia vs my
             | larger-than-a-kite extremely sensible 2-seater.
        
         | alacombe wrote:
         | It's not as if a computer didn't crashe 2 737-MAX8 on take-off,
         | despite pilots trying to correct the trajectory !
        
         | Rebelgecko wrote:
         | There's some interesting articles about the role of automation
         | in the Air France 447 disaster:
         | 
         | Short article:
         | 
         | https://hbr.org/2017/09/the-tragic-crash-of-flight-af447-sho...
         | 
         | Much longer article, but 100% worth the read if you have time:
         | 
         | https://www.vanityfair.com/news/business/2014/10/air-france-...
        
           | Animats wrote:
           | Right.
           | 
           | This is a big issue for self-flying aircraft. Keeping the
           | aircraft stable requires reliable altitude, airspeed, and
           | orientation data. If you have that, you can stay in the air.
           | AF 447 lost airspeed data, the flight control system dropped
           | to a lower level, and gave up stall protection. It couldn't
           | tell if the aircraft was stalling. That was enough to confuse
           | the pilots so badly that they crashed a working airplane with
           | plenty of speed, power, and altitude into the ocean.
           | 
           | A self-flying aircraft has the same problem, only worse.
           | Without that info, it cannot stay in the air. There are
           | fighters that need so much active stabilization that if you
           | lose air data, you have to eject. Self-flying aircraft thus
           | need really, really reliable air data sensors, and lots of
           | them.
           | 
           | Getting airspeed from GPS has been suggested. There's one
           | bizjet which does this. It can't be flown in areas where GPS
           | jamming is in progress. Over-dependence on GPS is a problem.
           | 
           | All that is just to be able to fly straight and level. That's
           | flight control. Navigation and landing are separate problems.
        
         | yummypaint wrote:
         | The only practical way to mitigate this that i can think of is
         | more emphasis on regular simulator training. It may ultimately
         | undercut the financial benefits of full time autopilot if
         | pilots have to spend a larger fraction of their time on the
         | clock in simulators, plus more sims would have to be built and
         | operated.
        
           | joe_the_user wrote:
           | The cockpit could just double as a simulator in non-emergency
           | situations.
        
       | PinguTS wrote:
       | A friend of mine, a military helicopter pilot told me years ago,
       | that Airbus can basicaly fly by itself, except for taxiing. It
       | was about 15 years ago.
       | 
       | But then the airline prohibited to use the automated systems
       | during take-off and landing, because the pilots don't get
       | practise. But pilots need those practise if they should take over
       | in emergency situations.
       | 
       | The same is true for automated driving. I always say, we will see
       | automated railways and automated airplanes before we see
       | automated cars.
       | 
       | PS: Because of some comments, Nuremberg had the first railways
       | system to allow mixed traffic of automated and manual railways.
       | Yeah, I know some of the guys doing the saftey certifcations for
       | this.
        
         | jvanderbot wrote:
         | This is a highly underrated insight to autonomous system
         | design. The use of autonomous systems in dense public spaces
         | will usually be driven by programmatic constraints before
         | technical ones.
        
         | davidhyde wrote:
         | It is very difficult to convert trains to run fully automated
         | not because of the technology but because of unions that
         | typically run the show. Don't underestimate the power of the
         | unions. They have decades of experience in getting their way.
        
           | Dahoon wrote:
           | Very US specific.
        
         | cbanek wrote:
         | I've always been amazed at the trams in Vegas between the
         | casinos that are I think remotely semi-automated (at least one
         | of them, I've seen an operator in a booth at one terminus, in
         | the Excalibur). Some of them are even elevated! I think the Las
         | Vegas monorail is also automated.
        
           | AnimalMuppet wrote:
           | I rode the Las Vegas Monorail, which is automated. It is also
           | elevated. When it gets to the end of the line, they tell
           | everyone to exit the train. Well, I didn't (hey, there's no
           | attendant to make me...)
           | 
           | They then switched from one track to the other. This involved
           | moving down past the station to this stub of track that just
           | ends in midair, with absolutely nothing except the control
           | system to keep you from going too far and crashing down 15 or
           | 20 feet to the ground below. That was... a bit nerve-
           | wracking. It all worked, and they don't regularly fall off
           | and crash, but... I don't think I'd do that again.
           | 
           | But yes, they're automated, and it works, and works reliably.
        
         | 7952 wrote:
         | There are still safety critical things that the Airbus is
         | unable to do itself. For example talk to ATC, make decisions
         | about changing weather conditions, fly a visual approach, or
         | know that the causes of an electrical problem is coffee spilled
         | on the thrust levers.
        
           | one2know wrote:
           | Exactly, there is a limit to the intelligence that people are
           | willing to pay for. For example, no aircraft manufacturer
           | will go as far as to develop a differential thrust system
           | that replicates how UA 232 pilots guided their plane after
           | flight controls are lost. Its just not cost effective.
        
         | contrarianmop wrote:
         | We already have automated railways - metro trains in copenhagen
         | have been self driving for over a decade now. While I am not
         | personally sure about airplanes, automated trains should become
         | more popular.
        
         | Zach_the_Lizard wrote:
         | > we will see automated railways
         | 
         | The future is now: there are automated rail lines in a numbers
         | of cities around the world. Some are relatively old, too.
         | 
         | The JFK AirTrain is one such example.
        
           | Simulacra wrote:
           | What are the drawbacks to automated rail? I had to look this
           | up and was very surprised rail is not automated more in
           | America. Is it safety?
        
             | stingrae wrote:
             | In BART, in the bay area, I believe it is largely because
             | of Unions.
        
               | AnimalMuppet wrote:
               | Well, BART had one crash because the automated control
               | system mis-read a command and accelerated when it should
               | have been braking. Debuggable? Perhaps. But after that,
               | it's a tough sell to say that there shouldn't be a human
               | in the cab to say "Wait a minute, that's not right."
        
             | Avicebron wrote:
             | Unfortunately there has been a prolonged campaign(ennui?)
             | against rail in the US. I imagine lack of funding for
             | innovation in legacy rail systems is to blame here.
        
               | causalmodels wrote:
               | Rail cannot get adequate funding for even basic
               | maintenance and upkeep and upgrades, let alone
               | modernization, because of widespread corruption among
               | government officials and public sector workers. I'm sure
               | public perception plays some role but it is not the root
               | cause for our current situation.
        
             | aahhahahaaa wrote:
             | A mix of politics, bureaucracy, and cost. For example,
             | there was a fatal derailment back in 2017 in the US, and an
             | automated safety system that may have prevented it was
             | delayed.
             | 
             | https://www.bbc.com/news/world-us-canada-42421417
             | 
             | From the wikipedia article on Positive Train Control (PTC):
             | 
             | >In December 2010, the U.S. Government Accountability
             | Office (GAO) reported that Amtrak and the major Class I
             | railroads have taken steps to install PTC systems under the
             | law, but commuter rail operators were not on track for the
             | 2015 deadline.[14] As of June 2015, only seven commuter
             | systems (29 percent of those represented by APTA) were
             | expecting to make the deadline. Several factors have
             | delayed implementation, including the need to obtain
             | funding (which was not provided by Congress); the time it
             | has taken to design, test, make interoperable, and
             | manufacture the technology; and the need to obtain radio
             | spectrum along the entire rail network, which involves FCC
             | permission and in some cases negotiating with an existing
             | owner for purchase or lease.[15]
             | 
             | https://en.wikipedia.org/wiki/Positive_train_control
             | 
             | So needless to say... the technology likely exists today,
             | but implementing anything significant to existing
             | infrastructure in the US is a monumental feat.
             | 
             | The above example is just a safety system, but once you
             | start removing employees you also start running up against
             | labor unions... which is yet another layer holding things
             | back.
        
           | plumeria wrote:
           | The metros in Lausanne, Switzerland and in Copenhagen,
           | Denmark are automated.
        
             | gspr wrote:
             | Nitpicl: Only one of Lausanne's two metro lines is
             | automated; the m1 is way too exposed to human interaction
             | with the track area for that to be risked as it's currently
             | laid out.
             | 
             | Also, Line 14 on the Paris metro (heavy use) has been
             | automated since the 90s.
        
           | sandworm101 wrote:
           | But we haven't seen automated freight trains. A light rail
           | train hauling commuters along a dedicated bespoke elevated
           | rail line (Vancouver's skytrain, Disney World etc) is one
           | thing, a hundred cars full of iron ore descending a hill
           | behind a preschool is another.
        
             | AnimalMuppet wrote:
             | I believe that Australia has an automated freight line.
             | 
             | The original intent of the Black Mesa & Lake Powell
             | (hauling coal to a power plant) was for it to be fully
             | automated, but I don't know if it ever ran without a human
             | in the cab.
        
             | joosters wrote:
             | The preschool is hiding behind the hill on the railway
             | line? I wish they'd stop building these schools on the
             | train tracks, it's so irresponsible.
        
           | PinguTS wrote:
           | Most of the automated railways operate on closed tracks. Many
           | of those even on closed platforms. Here in Germany, my
           | hometown Nuremberg, it runs one of the first underground
           | railways with open platforms and combined with man operated
           | railways. It needs a lot of safety electronics and I know
           | some guys who were responsible for certification after
           | install. (Yeah, I am somehow from the business.)
           | 
           | Don't try to compare closed tracks to open tracks. A closed
           | track is more like an elevator.
        
             | ProZsolt wrote:
             | We have the London DLR
        
             | cogman10 wrote:
             | What are the main difficulties around an open system vs a
             | closed one? To my novice eye they look like they should be
             | fairly comparable.
        
               | jacobr1 wrote:
               | Runs on my laptop vs runs in production
        
               | AnimalMuppet wrote:
               | A semi truck breaks down in a position fouling the
               | tracks. A drunk passes out on the tracks. A freight car
               | isn't securely tied down on a siding and rolls out onto
               | the tracks. Et cetera.
               | 
               | For an open system, you have to be able to respond to
               | arbitrary visual input. For a closed system, there
               | shouldn't be random stuff on the right of way.
        
         | cgh wrote:
         | Vancouver has SkyTrain:
         | 
         | "SkyTrain is the oldest and longest, fully-automated,
         | driverless, rapid-transit system in the world."
         | 
         | https://www.translink.ca/Schedules-and-Maps/SkyTrain.aspx
        
           | boudin wrote:
           | There's a few one that existed before then. Quite crazy to
           | think that some existed in the 70's, almost half a century
           | ago:
           | https://en.m.wikipedia.org/wiki/Automated_guideway_transit
        
           | PinguTS wrote:
           | Which is a completely closed track, much like an elevator.
        
             | 4ec0755f5522 wrote:
             | Not sure this meets your definition but the Expo line
             | splits:
             | https://en.wikipedia.org/wiki/Expo_Line_(SkyTrain)#Route
        
         | ekianjo wrote:
         | There are already automated trains in Paris (one metro line),
         | and I can think of several places in Japan with automated train
         | lines as well (not the main ones). It's already proven
         | technology.
        
           | Avicebron wrote:
           | I would be very happy to see automated trains, I often see an
           | immediate jump to tackling the hardest cases in engineering
           | before thinking about simple and efficient solutions. Almost
           | everything about the Japanese rail system is something I want
           | to see in the US
        
           | mattlondon wrote:
           | In London several of the tube lines are automated. There is a
           | driver but all they do is press a button to close the doors
           | at stations and make announcements to passengers "for safety
           | purposes" (i.e. unions)
        
             | Skye wrote:
             | For some lines that go above ground (Northern, Jubilee,
             | Central), the driver sometimes had to put it into manual
             | mode to compensate for the worse breaking when it's raining
             | outside.
        
             | matthewmacleod wrote:
             | This is a bit of a misrepresentation. Drivers still have
             | actual safety and operational roles - they can drive the
             | train manually in cases of equipment failure, deal with
             | passenger emergencies, that kind of thing. Even the DLR,
             | which has used automation since opening, has a staff member
             | on each train who can take over driving if required.
             | 
             | That's not to say that entirely driverless services can't
             | be done. There are a bunch of metro services globally that
             | are grade-4 fully-autonomous and totally unattended, and
             | some of them have been in operation for over 30 years. But
             | like all large-scale systems, there are lots of
             | complicating factors, system-specific conditions, and
             | various tradeoffs to be made - a lazy Daily Mail "damn
             | unions" argument isn't really fair.
        
               | mattlondon wrote:
               | Yep this is why they want "train captains" (kinda like
               | the DLR has) rather than requiring a fully-trained driver
               | in a cab at the front.
               | 
               | IIRC there is something like a 6 year waiting list to
               | become a tube driver because they do a 36 hour week for
               | PS55k a year (up to PS100+k for some) with over 40 days
               | paid holiday, and can retire on a full pension at 50
               | years old (1)
               | 
               | It seems like a ludicrously cushy job and I 100% put it
               | down to those "damn unions" essentially blackmailing TFL
               | by always threatening to strike at the busiest times. I
               | don't blame them,but I don't think that the "damn unions"
               | argument is unjustified when it comes to Tube drivers and
               | there near-constant threats to go on strike for the most
               | rediculous things that any reasonable person would agree
               | were legitimate reasons (such as when a driver was sacked
               | for repeatedly failing drink-driving tests (2), or
               | another for a driver who repeatedly drove through red
               | signals (3)). These are potential disaster near-misses,
               | yet the tube driver's unions use them as more leverage to
               | threaten a strike and squeak out a bit more pay and a bit
               | more holiday.
               | 
               | 1 - https://www.standard.co.uk/news/uk/tube-driver-
               | salary-holida...
               | 
               | 2 - https://www.telegraph.co.uk/news/uknews/road-and-
               | rail-transp...
               | 
               | 3 - https://metro.co.uk/2018/04/13/tube-workers-striking-
               | protest...
        
       | darren0 wrote:
       | I'm all for this for the shipping industry and completely
       | unmanned, but I'm not about to fly on this myself.
        
         | Simulacra wrote:
         | The shipping industry is one where it could be extremely
         | helpful, particularly in thwarting pirates. I've always
         | wondered why cargo ships are not drones, full autonomous until
         | it gets within a certain range of its destination.
        
           | alacombe wrote:
           | I'm not sure you'd like the fully automatic sentry miniguns
           | associated with drone ships !
        
         | alacombe wrote:
         | Classic NIMBY'ism :-)
        
         | irrational wrote:
         | I've read so many stories about drunk pilots, unlicensed pilots
         | (primarily in third world countries), sleepy pilots, unskilled
         | pilots (remember that aircraft that crashed because the captain
         | was pushing down while the copilot was pulling up?), etc. that
         | I think I'd be more comfortable flying with an AI.
        
         | bsder wrote:
         | The best landing I ever had was on a Boeing 747(?) coming into
         | LAX probably somewhere around 2000.
         | 
         | We were flying through a really big storm front _forever_.
         | Drop. Rise. Drop. Rise. For hours.
         | 
         | Finally, we start coming down still bouncing all over the
         | place. About 30 minutes outside LAX, the plane suddenly got as
         | smooth as glass and we touched down with the lightest touch I
         | had ever experienced.
         | 
         | Captain comes on: "Well, we were planning on diverting, but you
         | can all thank the fine engineers at Boeing for bringing us down
         | in that weather on autoland."
         | 
         | Guy next to me who threw up: "Why the hell couldn't they have
         | turned that on 2 hours earlier?"
         | 
         | Pilots are done.
        
         | boogies wrote:
         | The article mentions that.
         | 
         | "For its passenger jets, though, Airbus states the tech won't
         | replace pilots in the cockpit but will make flying safer by
         | helping reduce workload. ... "For autonomous technologies to
         | improve flight operations and overall aircraft performance,
         | pilots will remain at the heart of operations," Airbus said in
         | a press release."
        
         | newsclues wrote:
         | Is that logical?
         | 
         | What are the environmental and economic costs of an automated
         | cargo ship going down vs airliner (cargo for comparison)?
         | 
         | It's hundreds of millions dollars and fuel.
        
           | Avicebron wrote:
           | Actually this leads to an interesting point..as far as I know
           | cargo ships are not automated sooner. It seems that it's just
           | as open as the sky...potentially the sea is much less
           | forgiving?
        
           | [deleted]
        
         | asynchronous13 wrote:
         | If you ever take commercial flights you are already being flown
         | by autopilot, and have been for decades. It might give you
         | comfort that there is a human pilot in the cockpit for backup,
         | but it's only a matter of time before the human backup moves to
         | a ground station.
        
           | fossuser wrote:
           | The Boeing 737 max 8 software couldn't keep a plane in the
           | sky with an army of pilots fighting to save their own lives.
           | 
           | I wouldn't get in one of these until there are better
           | controls on this kind of software, it's not the same as
           | autopilot.
        
             | bioipbiop wrote:
             | The 737 max was brought down by a classic autopilot style
             | feature.
             | 
             | I imagine full automation will come to air cargo first and
             | gradually find its way in passenger liners as the public
             | becomes less hysterical.
        
             | asynchronous13 wrote:
             | There is a long list of entirely preventable human-caused
             | accidents. Is there a reason pilot-caused crashes are less
             | scary for you? Computer caused accidents will be fixed and
             | won't happen again. Human-caused accidents will keep
             | happening as long as experience is valuable.
             | Aeroflot Flight 593 - pilot let his son fly the plane, 63
             | dead         Germanwings Flight 9525 - (possibly suicidal)
             | pilot deliberately crashed , 144 dead         Air France
             | Flight 447 - pilot caused airplane to stall, 228 dead
             | Aero Flight 311 - both pilots got drunk, 25 dead
             | 
             | and this is just a random selection, there are long long
             | lists of human-caused aviation accidents.
        
               | Simulacra wrote:
               | Don't forget Colgan Air Flight 3407 where the pilot was
               | either too sleepy, or simply didn't know what he was
               | doing.
        
               | fossuser wrote:
               | I'm not a luddite, if the software is ready and safer
               | than people then I'd be okay with it.
               | 
               | There's a history of software _not_ being ready while
               | people pretend it is and then it kills people
               | (Therac-25).
               | 
               | I'm just skeptical that we'll know when it's actually
               | safe.
        
               | DaiPlusPlus wrote:
               | Therac-25 wasn't a "it's not ready yet!"-type issue. It
               | wasn't an expected or anticipated failure-mode - it only
               | became a (literal) textbook case-study after people died
               | and the industry has learned and improved as a
               | consequence.
        
               | fossuser wrote:
               | They ignored repeated failures and evidence of
               | malfunction by saying it was "impossible" that it could
               | be failing in that way.
               | 
               | Unexpected failure modes are the issue. The Boeing 737
               | max 8 failure being tied to one sensor would suggest the
               | industry has not fully learned the lesson.
        
               | DaiPlusPlus wrote:
               | My understanding is that it was a UX issue - the
               | "malfunctioning" was the system working as-directed by
               | the user, but the UX was horrible for informing the user
               | what they were doing.
        
               | [deleted]
        
             | ekianjo wrote:
             | Most accidents are due to human error, so you are taking
             | way more chances by relying on the ability of pilots,
             | statistics wise.
        
               | fossuser wrote:
               | Doesn't this just mean that today the mechanical parts of
               | a plane are pretty reliable?
               | 
               | It's not much of a comparison to flying software that
               | isn't yet in use since there isn't any data to make that
               | comparison.
               | 
               | Am I wrong? Are planes flown today without human
               | intervention?
        
               | ekianjo wrote:
               | Apart from landing and take-off, most flights are in
               | autopilot for most of the flight duration nowadays.
        
           | claydavisss wrote:
           | Afaik from talking to pilots, your statement isn't even true,
           | takeoffs and landings are done by a person.
        
       | edmundhuber wrote:
       | Link to Airbus's press release:
       | https://www.airbus.com/newsroom/press-releases/en/2020/06/ai...
       | More info here: https://www.airbus.com/newsroom/stories/autonomy-
       | aerial-mobi...
       | 
       | Airbus has an "innovation" (R&D) department and they're looking
       | into more ways to have computers do the routine parts of flight.
       | 
       | Airbus's materials (linked) do mention "self-piloting", but I
       | can't imagine that they are thinking of the scale as
       | BusinessInsider is when they write "self-flying". No one's
       | proposing getting rid of pilots, having a computer fly a plane
       | completely would be insanity.
        
         | buzzerbetrayed wrote:
         | Would it be more insane than a self-driving car? Because to me,
         | who knows nearly nothing about planes, it seems like it would
         | be significantly easier to make a self-flying plane than a
         | self-driving car. But obviously if something goes wrong the
         | plane crash would be much worse than the car crash.
        
           | usrusr wrote:
           | Drivers take almost all information they need for driving
           | from looking through the windows, whereas pilots take almost
           | all information from looking at the dials. That difference
           | alone makes flying inherently more automatable. Automated
           | driving adds a lot of sensing requirements over manual
           | driving, but in flying the manual way already requires most
           | of the sensing you'd need for automation.
        
             | asdfadsfgfdda wrote:
             | The act of controlling a plane can be done entirely by
             | looking at gauges, but that's not the only thing a pilot
             | does. Pilots are also interfacing with ATC, flight
             | attendants, dispatch, maintenance, and passengers. Even if
             | you replace these interfaces with a computer usable format,
             | you still need someone with judgment and responsibility for
             | the flight. Pilots exercise their judgment over the
             | information they receive from these other sources, and to
             | coordinate these resources for efficient, safe flight. It's
             | a huge challenge to replace all of this with a system.
        
           | maxerickson wrote:
           | The "bail" maneuver is considerably easier in a car.
           | 
           | It's also far more likely to be necessary, but pulling over
           | to the side of the road is easier than landing off runway.
        
           | edmundhuber wrote:
           | Depends on what you mean by self-flying, which is why I
           | pointed out that BI probably has different ideas than Airbus.
           | 
           | To most people (and BI?) it will mean "taxi, takeoff,
           | navigating/obstacle avoidance, landing". To the extent that
           | driving a car isn't "what you see is what you get", flight is
           | much worse.
           | 
           | In the simplest case of flight, you are in cruise (neither
           | takeoff nor landing), and depending on what kind of airspace
           | you're in you may need to: * listen to ATC for commands, and
           | advise them of what you're doing, * avoid weather, * look out
           | for traffic, * watch your gauges, * stay on a heading,
           | altitude, and generally fly the plane. (This part is
           | routinely done with autopilot.)
           | 
           | In short, if it seems easier, it's because pilots make it
           | look so casual.
           | 
           | A thing they teach pilots is: "Aviate, Navigate,
           | Communicate". This is the basic priorities for your
           | attention. If you're pointed at terrain your priority is to
           | fix that first. The point of autopilot today is to free you
           | (to some extent) of that first responsibility, especially
           | during routine parts of flight, so that you can do the other
           | things. Airbus is looking for more things to automate to let
           | pilots do more strategic thinking in general.
           | 
           | Contrast this with a car, which is probably more in line with
           | what BI is thinking. The kinetic energies are much lower,
           | there's no need to communicate, the rules for driving are
           | pretty straightforward (get to where you want to be, without
           | hitting other people, while respecting traffic lights and
           | speed limits), and to top it all off, if the AI feels that
           | it's in over its head than the car can just stop whenever and
           | everyone can climb out of the vehicle.
        
       | ngngngng wrote:
       | > The European manufacturer just completed flight testing for its
       | Autonomous Taxi, Take-off, and Landing project in June after its
       | flagship aircraft successfully navigated each phase of flight on
       | its own as pilots simply watched.
       | 
       | Talk about training your replacement.
       | 
       | My little brother is starting pilots school soon, maybe I should
       | talk him out of it.
        
         | bargl wrote:
         | I have some friends who love it, some who hate it and some who
         | didn't finish and got a ton of debt.
         | 
         | If you decide to be a pilot reach out to real world pilots and
         | ask for advice.
         | 
         | I have friends who did years being paid very little at local
         | airports so they could "make it" to the airlines to get paid
         | much better.
         | 
         | The biggest thing I observed from my 10+ friends is, being a
         | pilot is completely measured by hours in the cockpit and
         | certifications. At first you pay for them, then you get paid
         | for them but not much because those people are paying for them,
         | then you get paid a living wage for them because you're flying
         | customers/cargo/etc.
         | 
         | My friends who are happiest as pilots either had the
         | government/some other entity pay for their training, or were
         | able to skip ahead in pay by getting directly to airlines.
        
           | outworlder wrote:
           | > being a pilot is completely measured by hours in the
           | cockpit and certifications
           | 
           | Yeap. So if you can fund the initial thousand hours (give or
           | take) you should be ok. If you can't and you don't like small
           | GA aircraft you'll have a miserable time trying to get paid
           | to fly and have enough hours to be considered by airlines.
        
         | outworlder wrote:
         | > My little brother is starting pilots school soon, maybe I
         | should talk him out of it.
         | 
         | So he wants to be an airline pilot? Ultimately ferrying
         | passengers? He should be ok. The industry is very safety
         | conscious and moves extremely slowly. His children, if he
         | decides to have some, may not be if they choose the same
         | career.
         | 
         | I would be more concerned about smaller planes or freighters.
         | 
         | This is provided that this is something that he actually loves
         | to do. Because otherwise not sleeping at home and weird hours
         | will get old really quick. If he loves aviation you probably
         | can't talk him out of it :)
        
           | ngngngng wrote:
           | He's doing the standard "change your mind every couple
           | semesters" thing that most 20 year olds seem to do. Just a
           | few months ago I was teaching him programming, now he's
           | decided becoming a pilot is the thing to do.
        
         | bdamm wrote:
         | You should because it's a terrible career, although really I
         | think most pilots end up bailing out of the pilot career into
         | good industries so in the end, no big deal. Let 'er rip and
         | enjoy the view when you get it
        
           | Ancalagon wrote:
           | Why is it considered a terrible career?
        
             | dr-detroit wrote:
             | $20,000-$40,000 annual salary starting out
             | 
             | Most of the coastal elites on hackernews spend more than
             | that annually on apps for their iWatch
        
               | [deleted]
        
             | chrisseaton wrote:
             | Low pay, horrific hours, limited opportunities to advance,
             | doing the same thing a million times, dead-man's shoes,
             | having to work against a schedule, living out of corporate
             | hotels, unionisation, union-imposed seniority rules,
             | shrinking market, pending automation... what is there to
             | like about it?
             | 
             | Top pilots with the best seniority who can play the union
             | game talk about achieving the same pay an undergraduate
             | intern gets in a tech company.
        
               | jfk13 wrote:
               | While there's doubtless something to what you say, I
               | don't believe there are _that_ many undergrad interns
               | getting the pay of a senior pilot. You 're thinking of an
               | extremely select subset of tech companies.
        
               | chrisseaton wrote:
               | Yes my comparison was with extremes... but I wouldn't bet
               | against the average working pilot earning less than the
               | average tech intern either.
        
             | gipp wrote:
             | Spend ~4/7 of your life in mediocre hotels far from home,
             | work itself consists of sitting in a cramped box with even
             | less to do than than the passengers on the flight, money
             | _can_ be good but not career-goals good... I can see it.
        
             | NotSammyHagar wrote:
             | One reason it's not great is there are a lot of pilot
             | wannabees that are stuck flying small commercial feeder
             | flights, and they don't have much experience and training,
             | and they get paid barely enough to live on. They hope to
             | get on to one of the bigger companies (american, united,
             | etc). The flights a few years ago that iced up in NY state
             | (I think that was where) were sleeping on someone's couch
             | for a few hours only before a flight, and they didn't have
             | much training.
        
           | AnimalMuppet wrote:
           | And what is your evidence that "most pilots end up bailing
           | out of the pilot career"? And, what do you consider "good
           | industries"?
        
       | jedisct1 wrote:
       | But can it serve Tomato juice?
        
       | plumsempy wrote:
       | no
        
       | Merrill wrote:
       | Maybe FedEx, UPS, and DHL should start first?
       | 
       | Possibly they could go to single pilot operation on freighters?
        
         | kamel3d wrote:
         | or Amazon with their prime fleet, I see then more willing to
         | test this technology since they love cutting cost
        
       | msla wrote:
       | How bad does it have to get before the automated systems refuse
       | to deal and a human has to land the plane? An engine gone? Two
       | engines gone? Multiple engines gone and a really stiff crosswind?
       | How good is it at landing in a blizzard on an icy runway? I know
       | it never happens. Planes never land on the Hudson River, either.
       | There's obvious value in making the happy path as safe as
       | possible, and I'm certain full automation is the way to do that,
       | but what are the current limits of automation?
        
         | phire wrote:
         | Today's autopilots are designed to be as simple as possible.
         | 
         | The intention is that a pilot should be able to fully
         | understand the complete autopilot algorithm and understand
         | exactly how it should act in any situation.
         | 
         | Today's autopilot can't handle any emergencies at all, they are
         | designed to disconnect when they detect something weird. They
         | don't even understand aerodynamics.
         | 
         | I don't know where Airbus' new system lies, but if we actually
         | designed a fully autonomous plane using modern traditional AI
         | techniques (so no machine learning or neural networks; Just
         | decision trees, adaptive aerodynamic models and predictions)
         | then it could handle a wide range of emergencies.
         | 
         | It should be able to handle bad weather and engine out
         | emergencies just fine, and should even be able to land in the
         | Hudson River or anywhere else it has detailed maps.
         | 
         | These are all documented flight emergencies that any programmer
         | of a fully autonomous plane would know about and test their
         | software against in simulations.
         | 
         | The main areas where such fully autonomous planes would have
         | issues are avionics failures, misleading sensors, emergency
         | landings in areas with substandard mapping and unexpected
         | aerodynamic failures (beyond what their adaptive aerodynamic
         | model can handle)
        
         | thehappypm wrote:
         | Probably the limit is that in the miracle on the Hudson, Sully
         | wouldn't have had a co-pilot.
        
         | alacombe wrote:
         | I wonder how a computer would have reacted to Search US Airways
         | Flight 1549...
        
         | bdonlan wrote:
         | I suspect that the with the current electrical system on
         | airbuses, the emergency electrical configuration wouldn't have
         | enough power to run all those image processing computers at the
         | very least (dual engine failure would cause this). However that
         | could be resolved with additional battery capacity.
         | 
         | A more likely cause of automation failure would be failure or
         | disagreement in the various sensors on the plane. These are
         | typically triple redundant, but there have been cases where,
         | for example, all the pitot tubes ice over and airspeed
         | indications are lost. There are ways to deal with this but
         | they're not currently programmed into the autopilot.
         | 
         | Other possible causes include failure of major flight controls
         | requiring workarounds - eg, dealing with a stuck rudder with
         | deliberate asymmetric thrust.
         | 
         | That being said flight control issues can probably be dealt
         | with, if necessary. The real problem is with dealing with
         | ambiguous situations where you have to weigh risks.
         | 
         | Consider: your radios are out. Per standard procedure you
         | should proceed on your flight plan to the final fix and hold
         | until your scheduled arrival time. However, fuel consumption is
         | high - you're not sure, but you might have a slow fuel leak,
         | and your destination has dicey weather. Do you divert without
         | clearance or risk that you might be marginal on fuel at your
         | scheduled arrival time?
        
       | vemv wrote:
       | This is just a deathly accident waiting to happen.
       | 
       | We don't have the technology to make airplanes or cars respond to
       | truly unexpected conditions. We have instead a series of (very)
       | sophisticated one-trick ponies, which isn't nearly the same thing
       | than an intelligent system.
       | 
       | Whoever dubbed ML "AI" was a marketing genius.
        
         | chewbaxxa wrote:
         | So was the person who dubbed statistics ML
        
         | anchpop wrote:
         | from edmundhuber:
         | 
         | > Airbus's materials (linked) do mention "self-piloting", but I
         | can't imagine that they are thinking of the scale as
         | BusinessInsider is when they write "self-flying". No one's
         | proposing getting rid of pilots, having a computer fly a plane
         | completely would be insanity.
        
         | manfredo wrote:
         | It's not incorrect to say that automated technologies aren't
         | always better than human operators. But that's not the measure
         | we need to use. The question is does the _net failure rate_
         | increase or decrease? Say the automated technology fails 2x as
         | much in unexpected failure cases, but halves typical failure
         | rates?
         | 
         | Say an airline experiences 100 crashes a year due to unexpected
         | failures, but 1,000 crashes a year due to expected failures
         | (immense crash rates for any real airline, this is just an
         | analogy). Using an automated technology might increase crashes
         | from unexpected failures to 200, but reduce crashes due to
         | expected failures down to 500. This is still a net decrease of
         | 400 crashes. Assuming other things are equal, namely the
         | severity of crashes, this is good outcome.
         | 
         | Of course in practice, we know that people's fears are not
         | rational. Things like shark attacks and nuclear meltdowns scare
         | people in a manner vastly disproportionate from their actual
         | impact. It could be that the public has a lesser reaction to a
         | plane going down with a person at the helm than an automated
         | flight crashing.
         | 
         | Also, I'm not sure how ML or AI relates to this. It's not
         | mentioned in the article, and I'd be surprised if any part of
         | this system makes use of machine learning or AI. At most, maybe
         | parts of the flight control systems are tuned with AI. But even
         | then I'd be surprised if that's the case - computer controlled
         | flight controls has existed since the 1970s.
        
           | Avicebron wrote:
           | >Of course in practice, we know that people's fears are not
           | rational. Things like shark attacks and nuclear meltdowns
           | scare people in a manner vastly disproportionate from their
           | actual impact. It could be that the public has a lesser
           | reaction to a plane going down with a person at the helm than
           | an automated flight crashing.
           | 
           | In an analogy to self-driving cars...even if the math is
           | sound, people will take issue until the technology is
           | universally so far above a human driver that the accident
           | rate is neglible.
        
             | manfredo wrote:
             | I'm not sure about that. Even if the accident rate is half,
             | that's still an immense gain - over 10,000 lives saved each
             | year in the US. Even if it's equal (or slightly greater
             | than equal), the productivity boost would be substantial.
             | Do we really think that people with hour+ long commutes
             | would reject a self driving car with half the accident rate
             | of a human driver?
        
               | tjoff wrote:
               | Absolutely.
               | 
               | Most accidents occur when people are distracted, doing
               | stupid things and at the same being sleep deprived and
               | looking on the phone.
               | 
               | Imagine only producing accident rates twice as good as
               | that, what a nightmare.
        
               | Avicebron wrote:
               | I don't know, probably not, but to your point about
               | people's fear being irrational, I can see people strongly
               | rejecting the idea of dying to a software glitch they
               | don't understand.
        
         | kevincox wrote:
         | Human pilots are also a recipe for disaster. We put two of them
         | in the cockpit for redundancy but they definitely aren't
         | perfect. I'm not saying that we should adopt this right away
         | but one day this will surely be the safer option. And a
         | transition plan of having pilots on board for backup seems very
         | reasonable.
        
         | baron816 wrote:
         | I think I might trust an "AI" pilot more than a human one.
         | Human pilots often fail to respond to unexpected conditions as
         | well (see Air France Flight 447). Pilots have also gone nuts
         | and crashed the plane intentionally (see Germanwings Flight
         | 9525).
         | 
         | Something like this should at least allow airlines to use just
         | one human pilot, who I doubt would do much 99% of the time. If
         | there's something that the computer can't handle, the human
         | could take over.
        
           | mmcconnell1618 wrote:
           | It's relatively easy to get the stats of fatal accidents that
           | did happen, but how difficult is it to get the stats of
           | accidents prevented by human pilots? Both are relevant to
           | evaluating the impact of a 100% AI pilot.
           | 
           | I'm assuming the FAA in the United States has lots of records
           | of incidents but I also suspect there could be many
           | unreported incidents too. Companies can strong arm pilots
           | into reporting internally or pilots may decide an incident
           | was not worth reporting due to a potential impact on their
           | career.
           | 
           | Does anyone know if there are regulations that require FAA
           | reporting under specific conditions? What conditions qualify?
           | How is this verified?
        
       | mhh__ wrote:
       | Would you get on a plane with no pilot?
        
         | rglover wrote:
         | _Hell no_.
         | 
         | At least have qualified pilots who want discounted travel on
         | board (being available for emergency take over pays for their
         | flight--a new pilot takes over at their destination).
        
           | lightgreen wrote:
           | There won't be enough qualified pilots if most flights are
           | autonomous.
        
         | lightgreen wrote:
         | Would you choose a plane with a pilot or without a pilot if a
         | plane without a pilot is 5% cheaper? 20% cheaper? 50% cheaper?
        
       | nabla9 wrote:
       | Just certified to fly without co-pilot would save money.
       | 
       | Maybe freighter drone at first. Might be easier to get
       | certification to fly in drone mode between remote airfields at
       | first.
       | 
       | A350 freighter seems to be under consideration.
       | https://cargofacts.com/airbus-nears-launch-of-a350-freighter...
        
       | fataliss wrote:
       | Mildly terrifying when we know how software is done at massive
       | corporations like Boeing and Airbus : /
        
         | LifeLiverTransp wrote:
         | To be honest, autonomous cars have me more worried.Planes are
         | rare a few dices thrown once a year. Cars are a whole casino,
         | playing each day.
        
         | young_unixer wrote:
         | You could have stopped at "done".
        
         | boramalper wrote:
         | > Boeing and Airbus
         | 
         | I wouldn't even put Airbus in the same sentence with Boeing;
         | they are using formal methods since 2001[0], whereas Boeing has
         | outsourced its software to $9-an-hour engineers[1].
         | 
         | [0]: https://www.di.ens.fr/~delmas/papers/fm09.pdf
         | 
         | [1]:
         | https://www.bloomberg.com/news/articles/2019-06-28/boeing-s-...
        
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