[HN Gopher] Autonomous excavator constructs a six-metre-high dry...
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       Autonomous excavator constructs a six-metre-high dry-stone wall
        
       Author : belter
       Score  : 517 points
       Date   : 2023-11-24 22:07 UTC (1 days ago)
        
 (HTM) web link (ethz.ch)
 (TXT) w3m dump (ethz.ch)
        
       | toomuchtodo wrote:
       | https://www.science.org/doi/10.1126/scirobotics.abp9758
       | 
       | https://youtu.be/P7wmotyKgXc
        
       | soperj wrote:
       | Considering it scans all the rocks, you'd think it would be able
       | to fit the rocks together better. I don't expect a Incan wall,
       | but I think it would be able to construct a tighter fitting wall
       | if it were programmed to care.
        
         | fnordpiglet wrote:
         | It could perhaps if it had all rocks available up front to scan
         | and plan the entire wall with. But it retrieves one rock at a
         | time and can only place on the top row somewhere. Given the
         | geometries are random I wouldn't expect it to reliably have
         | tight fits given how it's sampling and placing.
        
           | ano-ther wrote:
           | It scans 20-30 (a truckload) before building a section of the
           | wall with them.
        
             | mlhpdx wrote:
             | Exactly as I do as a human when I build such walls (several
             | of them in my life). It's a very difficult spatial problem
             | to fit the stones into a pretty, stable structure. No doubt
             | something large memories and detailed spatial search on a
             | computer could help with. That doesn't seem to have
             | happened in this example, though. That wall is horrendously
             | ugly.
        
               | highstep wrote:
               | Not only ugly, but unstable and sketchy. I wouldn't go
               | near that wall.
        
           | foota wrote:
           | I'm getting some light towers of hanoi vibes
        
           | ur-whale wrote:
           | In other words, it's using a greedy algorithm
        
           | soperj wrote:
           | Even then, if you make one long row, you have hundreds of
           | available spots to place it, with at least 6 sides to decide
           | on which orientation to place the stone. If there are no good
           | spots currently, it could place the stone down next to the
           | pile and go collect another stone until a better spot
           | materialized.
        
             | fnordpiglet wrote:
             | No, I was wrong. It has a collection of 30 or so rocks per
             | section and optimizes their placement in the entire
             | section. I'll still posit the randomness of the geometry
             | requires more rocks than that to find a smooth fitting, and
             | I imagine human wall makers select rocks up front with
             | similar geometries before even beginning out of thousands
             | of rocks then optimizes their placement during construction
             | in a similar but less preside way than the machine.
             | 
             | If you watch the video closer than I did you will see it
             | plans each stone for optimal stability and placement.
        
         | defrost wrote:
         | An Incan wall is much "easier" (airqoted qualifier).
         | 
         | There's much effort required to square up stone and shape
         | faces, a lot of drilling, wedges, and precision chisel
         | finishing.
         | 
         | However, once it comes to the stacking it's been reduced to a
         | bricklaying exercise (already solved for robots and posted to
         | HN).
         | 
         | Traditional drywall evolved from field clearing, stacking rocks
         | to get them out of the way and to reduce wind across exposed
         | otherwise rocky _potential_ fields.
         | 
         | Stacking and balancing "as they come" or with relative minimal
         | look ahead | reshuffle queuing is a tougher proposition; this
         | is impressive work.
        
           | soperj wrote:
           | I'm not saying that it's not impressive. I'm just saying that
           | I feel like considering that it doesn't have the human
           | limitations of it being hard to remember every facet of the
           | rocks, that it could do better job still!
        
           | Qwertious wrote:
           | Some Incan walls are regular bricks, but others are just
           | slightly-dressed boulders used for drywall polygonal masonry.
           | They're an interesting compromise - some dressing for
           | flexibility, but not so much that you have to throw half the
           | boulder away.
        
       | progne wrote:
       | I was once on a mountain top composed almost entirely of rocks
       | like these. I'd like to give a sand castle artist this excavator
       | and ask them to turn it into a fairy tale.
        
         | mkoubaa wrote:
         | Anyone under the age of 20 is a Minecraft artist already
        
       | abraae wrote:
       | This seems like game changing technology. There are a heap of
       | such walls around here, some built long ago by Dalmation
       | immigrants (and some allegedly by German POWs). It's quite labour
       | intensive and highly skilled to create them.
       | 
       | We have some on our property, used to retain the hillside after
       | land slips. They were built with an excavator by a gnarly old guy
       | who was unbelievably skilled.
       | 
       | One thing I wonder is whether these are safe. These things
       | terrify the shit out of me, as one toppling rock of that size
       | could instantly kill a child.
       | 
       | Walls built by human operators of sufficient skill are safe (I
       | know, I went around and tried to wobble every single rock to make
       | sure). But are these built to the same level?
        
         | toomuchtodo wrote:
         | You could potentially shotcrete (spray it with concrete to
         | reinforce) the wall after the robotic excavator is done if
         | you're concerned about stability. I can't speak to whether you
         | can highly automate this as well, but it seems possible with
         | current state robotics with human operators.
         | 
         | https://en.wikipedia.org/wiki/Shotcrete
         | 
         | https://www.geostabilization.com/technology/shotcrete-robot/
         | 
         | https://dawinvehicles.en.made-in-china.com/product/jBMnaOKdL...
        
           | myegorov wrote:
           | The ability of a dry stack retaining wall to shift and
           | breathe is a feature, not a bug. For stone walls that require
           | added reinforcement against lateral loads, look into tiebacks
           | or geogrid reinforcement.
        
             | toomuchtodo wrote:
             | Appreciate this. Where can we read more on this
             | engineering? All citations are welcome, I am fascinated by
             | this engineering domain.
        
               | gerdesj wrote:
               | There are Civil Engineers here (I only studied it at Uni
               | - I ended up in IT!)
               | 
               | When you deploy a structure like a retaining wall you
               | want to try and ensure that the materials you use will
               | retain their properties as long as possible and if part
               | of it fails, it should not case the whole structure to
               | fail. Add additional design requirements as you like eg
               | colour and texture but always think about function first
               | or you will regret it later!
               | 
               | In a garden setting, you will want to consider: gabions,
               | drystone walling and "sleepers" (large lumps of wood -
               | like railway sleepers).
               | 
               | Some quick material thoughts: Wood is prone to rotting,
               | so ensure it is treated and well drained. Drystone
               | walling can be prone to collapse unless it is allowed to
               | drain properly and plants/weeds should be removed. It
               | should be slanted at around 5 degrees from vertical to
               | resist collapse. Gabions made of galvanized steel wire
               | are extremely strong and resistant to pretty much
               | anything. Devon Popples are an ideal filling for gabions
               | and make a phenomenal structure.
               | 
               | I built a deck part way down in my garden. It is about 5m
               | wide and sticks out about 1.8m. Behind it is a sleeper
               | retaining wall which is about 1.8m high. I angled it back
               | by about 2 degrees from vertical. I laid it on a concrete
               | strip to spread the load and gravel base and back filled
               | with quite a lot of scrap brick and rubbish for drainage.
               | I used some 2m x 10mm stainless steel threaded rods
               | embedded into the conc base to ensure horizontal
               | stability (horizontal shear). I used 180mm, No. 10
               | passivated screws to keep the wall together whilst I
               | built it and back filled.
               | 
               | "Where can we read more on this engineering"
               | 
               | It's everywhere but you will have to deal with local
               | conditions. I am not convinced you are what you claim.
        
               | saalweachter wrote:
               | Another quick tip: resist the urge to stack your stones
               | long-ways parallel to the course of wall. Instead, put
               | the longest dimension perpendicular to the wall.
               | 
               | This makes it much harder for the wall to fall outward as
               | it shifts.
        
               | lapsed_pacifist wrote:
               | The 5 rules of dry stone:
               | 
               | https://thestonetrust.org/5rules/
        
               | rpmisms wrote:
               | > I am not convinced you are what you claim.
               | 
               | Knowing where to look without colleagues or steeping in
               | the field is difficult. When teaching people to code, I
               | often run into the same issue: assuming people are good
               | at googling, or know what Stack Overflow is.
        
               | toomuchtodo wrote:
               | I am very good at googling and other online resource
               | discovery, but that is no replacement for a knowledgable
               | practitioner pointing you towards known good, high
               | quality online resources. You don't know what you don't
               | know. "Unknown unknowns."
               | 
               | I will even pay subject matter experts when necessary to
               | bootstrap the research and autodidact process. There is
               | no speed limit when learning, but rails and direction
               | have value until you have enough foundation in a domain.
               | I will absolutely let someone teach if they're willing to
               | set me on the right path, one of the reasons this forum
               | is so valuable: highly knowledgeable people willing to
               | bestow knowledge for free. And asking is mostly free
               | (assuming you are polite and receptive).
        
               | rpmisms wrote:
               | An ounce of prevention is worth a pound of cure, or in
               | this case, an ounce of experience is worth a pound of
               | research.
               | 
               | Also: _Wisdom. It is the difference between knowledge and
               | experience._ -Data, _Star Trek_
        
               | myegorov wrote:
               | This would be discussed in an introduction to soil
               | mechanics and foundation design (Braja Das's textbooks
               | used to be the standard reference in the US when I was a
               | student 15+ years ago) but I'm afraid they're too dry for
               | anyone outside the profession. I'm not aware of an author
               | who can animate civ eng subjects for the adult with the
               | talent of David Macaulay. But I can point you to a few
               | "engineering gems" that might pique your interest if you
               | like this sort of stuff: prestressed and post-tensioned
               | concrete (the work of Freyssinet, see Billington's
               | books), readings from John Ochsendorf's class on historic
               | structures in https://ocw.mit.edu/courses/4-448-analysis-
               | of-historic-struc..., bicycle wheel as prestressed
               | structure (the same principle used in some tension-
               | compression stadium roof structures): http://www-
               | civ.eng.cam.ac.uk/cjb/papers/p20.pdf
        
               | FabHK wrote:
               | One further book that might be of interest (though only
               | tangentially related) is _Structures: Or Why Things Don
               | 't Fall Down_ by J. E. Gordon.
        
               | lapsed_pacifist wrote:
               | Look at the Dry Stone Wall Association of Great Britain,
               | or The Stone Trust in the United States. These
               | organizations still teach traditional methods of dry
               | stone walling which cover a lot of these techniques.
        
             | Probiotic6081 wrote:
             | Or make the walls squiggly ~~~ for extra structural
             | integrity
        
           | abduhl wrote:
           | Shotcrete is regularly applied via robot in mining. The
           | problem with shotcrete in open cell designs such as this is
           | overspray and plugging of the large voids.
           | 
           | Gabion baskets are likely a better idea if you have stability
           | problems and want to do a similar kind of automation.
        
           | seabrookmx wrote:
           | This defeats the purpose a little bit though because the
           | environmental benefit is to _not_ use concrete, as producing
           | it has very high CO2 output.
           | 
           | They use shotcrete a lot here in BC where cliffs are close to
           | the road, but usually when it's soil or more loose material.
           | Any rock structures (natural or man made) are typically left
           | bare.
        
             | dventimi wrote:
             | Perhaps concrete in construction and demolition waste could
             | be used.
             | 
             | https://www.bigrentz.com/blog/construction-waste-statistics
        
           | gerdesj wrote:
           | "You could potentially shotcrete"
           | 
           | You could stop water draining through the retaining wall and
           | turn it into a dam, which will not end well.
           | 
           | My back garden/yard has a 40m drop to a lawn. The levels are
           | managed by dry stone walls. Soil here is heavy clay with
           | really heavy clay sub soil, so efficient drainage is
           | imperative.
           | 
           | As well as drystone walls, consider gabions which can form
           | phenomenally tough retaining walls. You can plant on them too
           | rather than having to weed drystone walls. Gabions are much
           | more resistant to plants forcing joints apart than drystone
           | walls.
        
             | toomuchtodo wrote:
             | You would still need humans to erect the gabions though,
             | no? Trying to understand the best optimization use case for
             | this product and best fit final results. Please excuse my
             | knowledge gaps! I'm am trying to fill those gaps.
        
               | gerdesj wrote:
               | What problem are you trying to fix?
        
               | toomuchtodo wrote:
               | Reduction in human labor for building these types of
               | structures. The world is getting old fast, but
               | infrastructure is still required, both new and
               | maintenance of what exists today. Also, job assistance
               | that reduces the toll on humans in this industry. This
               | prevents treating the human as a consumable when the
               | automation can be human driven, increasing quality of
               | life and potential career longevity (if desired).
               | 
               | Not replacing humans, to be clear, but helping them build
               | better with less effort. Thank you for indulging me. I
               | hope to eventually leave tech to build things that are
               | needed that are built to last (I too am getting old
               | fast).
        
               | jacquesm wrote:
               | You can fill gabions that have been pre-made by using a
               | mini excavator. Or you can do it by hand but that's
               | pretty labor intensive, unless you like wheelbarrows and
               | buckets I would advise against it. Personal experience
               | and all that ;)
               | 
               | The important thing with gabion is to realize that they
               | still need careful planning, anchoring, leveling and
               | possibly a foundation to ensure that they aren't going to
               | shift over time.
        
             | throw0101b wrote:
             | > _You could stop water draining through the retaining wall
             | and turn it into a dam, which will not end well._
             | 
             | Which is why gravel backfill with a perforated pipe at the
             | base (that drains to day light) is specified by many/most
             | building codes.
        
               | schiffern wrote:
               | So what you're saying is we made a problem for ourselves,
               | and then we hacked on additional cost (and plastic) to
               | fix it?
               | 
               | I'm starting to see the advantages of this dry stone wall
               | technique.
        
               | throw0101b wrote:
               | A 'sealed' retaining wall where the stones are
               | interlocked or even glued/mortared together would
               | probably have a higher load capacity than one made
               | dry/unadhered. Or someone could simply like the aesthetic
               | of a more 'filled in' wall, regardless of practical
               | considerations.
        
               | rootusrootus wrote:
               | Eh, the perforated pipe technique can efficiently collect
               | the water and move it somewhere else entirely. It's nice
               | that dry stone can just let water fall through, but then
               | it just runs out at the base. Which might be fine, but
               | you might still want a french drain anyway.
        
             | scythe wrote:
             | I don't understand. You don't need to fully coat the wall
             | with shotcrete in order to stabilize the rocks. There could
             | still be holes.
        
           | coryrc wrote:
           | If the wall is going to move a little shotcrete ain't going
           | to stop it.
        
             | abduhl wrote:
             | I'd disagree with this. The general rule in mining is "six
             | inches of shotcrete will hold up the world."
        
           | landemva wrote:
           | The shotcrete I have been around was sprayed onto hogwire
           | (already on the rock) and then bolted. It was not just coated
           | onto existing rock as if it was a cake icing.
        
           | hutzlibu wrote:
           | One of the ideas of this project is, to NOT use concrete, to
           | not have CO2 emmisions.
           | 
           | And depending on the "skill" of the robot and its algorithms,
           | it could be very stable. I know that quite some ancient
           | buildings in south america are put together just with stones
           | put together(with precision and shaping of stones). They
           | survived earthquakes and are still standing. So if enough
           | stones of various shapes are avaiable - you won't need
           | concrete. The weight and friction will hold them together.
        
         | mauvehaus wrote:
         | Visiting Scotland, I was told that the apparent lack of
         | stability is what keeps the sheep from pushing against the dry
         | stone walls there.
         | 
         | Apocryphal or true? No idea. It's intriguing to think that
         | sheep have a sense for stable construction, and that people
         | have learned to deceive it.
        
           | daxfohl wrote:
           | They had no problem escaping through them in Clarkson's Farm.
        
             | kbenson wrote:
             | I really enjoyed that show, but I have no confidence that
             | production assistants weren't gallavanting about at night
             | acting as gremlins.
             | 
             | Clarkson is first and foremost an entertainer, and I'm sure
             | he'd agree with that assessment.
        
               | chaboud wrote:
               | Clarkson is the sort of guy who would have both friend
               | and foe knocking over his walls just to mess with him.
               | 
               | Nonetheless, sheep farming can be incredibly difficult,
               | and sheep love to assert just enough independence to be
               | annoying.
        
               | 123pie123 wrote:
               | the adjoining farm next to our backgarden had sheep that
               | was obsessed with getting into my backgarden - no idea
               | why. they would jump over the 5ft wall with barb on the
               | top.
               | 
               | When we complained he move the sheep to another field,
               | they escaped that field and entered our back garden
               | through a totaly different way - through our front
               | garden. eating loads of our plants - I can understand the
               | pain Clarkson went through (made up or not)
        
           | lapsed_pacifist wrote:
           | Not true. A well built fieldstone wall is massive, we
           | estimate around .5T per linear yard when we build one to 4ft.
           | with cope stones. Sheep will not knock it over, but cattle
           | can. For that reason, through-stones are allowed to protrude
           | a few inches on normal pasture wall for sheep, but you should
           | make them flush on walls for cattle because the cows will try
           | to use the protrusions to scratch themselves and could knock
           | the wall over.
           | 
           | A well built wall doesn't appear unstable. One of the tests
           | is whether or not you can see any daylight through the wall,
           | and the wall should easily support the weight of several
           | people leaning against it.
        
       | yk wrote:
       | First they are coming for the medival castle builders, then they
       | come for the renaissance painters.
       | 
       | In all seriousness though, that's a pretty nice feat of robotics.
       | The excavator has to work with stones that are not standardized
       | and has to understand how they interact, my intuition is that
       | that is a lot harder than building a regular brick wall.
        
       | Oarch wrote:
       | The Fabricate conference has always been great for research like
       | this
        
       | ExMachina73 wrote:
       | Perhaps in hundreds of years they'll be able to deploy AI robots
       | to poorer regions of the world to build basic utilities, mine
       | resources, and even whole cities from nothing. Or have them
       | depoloyed to current cities constantly repairing and optimizing
       | infrastructure.
        
         | HPsquared wrote:
         | Factorio style.
        
         | dublinben wrote:
         | If there's one thing that lower income countries have an excess
         | of, it's people to perform labor. There's a reason why you
         | don't see countries (e.g. China) introducing more automation
         | until they rise to a certain income level.
        
           | TulliusCicero wrote:
           | Generally you're right, but also
           | 
           | a) You may not have skilled labor easily available for a
           | niche like constructing a dry stone wall out of giant rocks,
           | and
           | 
           | b) sometimes employing that labor via local firms can result
           | in corruption issues.
        
       | trebligdivad wrote:
       | Damn, that must have been fun to debug and test!
        
       | fernly wrote:
       | ETH Zurich[1, 2] is fairly famous as an engineering school.
       | Somehow in my mind it is linked with computer scientist Edsger
       | Dijkstra[3], but according to the Wiki he was never based there.
       | 
       | [1] https://en.wikipedia.org/wiki/ETH_Zurich [2]
       | https://ethz.ch/en.html [3]
       | https://en.wikipedia.org/wiki/Edsger_W._Dijkstra
        
         | hollerith wrote:
         | Dijkstra was close to Niklaus Wirth, who _was_ based there.
        
         | ur-whale wrote:
         | ETHZ is quite famous indeed.
         | 
         | Einstein, among others, studied there [1]
         | 
         | [1] https://ethz.ch/en/the-eth-zurich/global/events/digitaler-
         | ei...
        
         | mahkeiro wrote:
         | Indeed, 22 Nobel Prizes have been awarded to researchers who
         | have or had a connection with ETHZ.
        
       | Animats wrote:
       | Nice. Heavy equipment with many degrees of freedom is hard for
       | humans to control. Some operators are really good, but not all of
       | them.
       | 
       | A backhoe hooked up to a virtual reality input arm with force
       | feedback was built several decades ago. The operator could feel
       | obstructions, and dig out the dirt around a pipe by feel. Never
       | became a product, though. Probably too early.
        
         | zyxin wrote:
         | Do operators currently need to manually control every movement
         | of the arm? I always assumed that such heavy equipment uses
         | inverse kinematics to help the operator.
        
           | s1artibartfast wrote:
           | It is usually one lever per hydraulic cylinder.
           | 
           | The human brain already automates the kinematics.
           | 
           | There isn't much upside to automation and a lot of downside
           | because of the diverse instructions required.
        
             | landemva wrote:
             | Often a lever, or joystick motion, per function. And site
             | plans can be input to bulldozers and excavators, and with
             | precision sensing they do cool things like preventing
             | operator from digging below grade. Those 'sticking pipe' in
             | trenches, and those putting in landfill cells rave about it
             | because it avoids rework. The old guys don't need it, but
             | they are aging out of the workforce.
             | 
             | https://www.komatsu.eu/en/Komatsu-Intelligent-Machine-
             | Contro...
        
             | Animats wrote:
             | Here's a modern piece of heavy equipment, a Ponsse tree
             | harvester, with the operator showing how the machine is
             | used.[1] One big joystick for each hand, and a lot of
             | buttons on each joystick. The operator is guiding the
             | beast, but once it grabs onto a tree, there's some
             | automation to cut the tree into preset lengths. Notice how
             | fluid the movements of the machine are.
             | 
             | It's nowhere near autonomous, but it's several times faster
             | than total manual control would be.
             | 
             | [1] https://www.youtube.com/watch?v=OlvByJeAfv0
        
             | dboreham wrote:
             | > It is usually one lever per hydraulic cylinder.
             | 
             | Not so much these days, but the general idea is correct.
             | 
             | Usually there are joysticks (one per hand) that provide
             | control over one movement per axis. So for example the
             | right hand joystick on a mini-excavator usually controls
             | bucket curl (left/right) and boom movement (forward/back).
             | Left hand does boom up/down and rotate left/right. There's
             | an ISO standard for this UI. Old school tractor-loader-
             | backhoe machines (what people in the US call "a backhoe")
             | had one lever per cylinder, so more complicated to control
             | and more levers. An old-style motor grader is the extreme
             | example of lever confusion[1].
             | 
             | Operation of heavy machines relies (still) on the brain's
             | capability to virtualize the movement of the machine in
             | terms of the body's limbs. That's why you need some time
             | training to become proficient. After a few hours you just
             | think "I want the bucket over there" and your hands make
             | the necessary movements without thinking.
             | 
             | There's already lots of automation available on high-end
             | machines such as use of GPS to control cut/fill operations
             | with bulldozers, and laser-transit-based automated dig
             | depth control for excavators.
             | 
             | [1] https://www.cat.com/en_US/articles/for-owners/the-
             | basics-of-...
        
           | myself248 wrote:
           | There's no IK because sometimes the operator needs to be very
           | specific about where the "elbow" or "shoulder" ends up, to
           | avoid hitting some other object. So they have manual control
           | over everything.
           | 
           | If you're going to automate the kinematics, then you either
           | need a manual override mode (which the operators will be
           | unskilled with since it's seldom-used), or you need sensors
           | and rules for the machine to know where it's not supposed to
           | be (clearances around wires, other structures, etc) and that
           | needs to be better than human operators currently do.
           | 
           | Those are theoretically possible, sure, but a valve-per-
           | cylinder is really stinkin' reliable.
        
         | h2odragon wrote:
         | The force feedback would be yet another layer of tetchy stuff
         | to keep running in a really harsh environment.
         | 
         | I've know backhoe operators who _strongly_ preferred older
         | equipment, when its too new the pins are too tight and they
         | have no  "slop" to work with. That slop is what they're using
         | for sensory input, if you watch them. With attention and
         | experience that's real time feedback.
         | 
         | The _whole machine_ is the force feedback mechanism. You 're
         | not just sitting there in a comfy chair pulling levers, you're
         | on top of a collection of systems all singing their own song in
         | response to the varying loads placed on them.
        
           | londons_explore wrote:
           | > The force feedback would be yet another layer of tetchy
           | stuff to keep running in a really harsh environment.
           | 
           | Luckily, hydraulics offer a very easy way to do force
           | feedback: Just measure the post-valve cylinder pressure.
           | 
           | That means you can have all your wiring and sensors in the
           | cab far away from the dirt and rain. Makes force feedback
           | pretty easy and cheap.
        
       | gfodor wrote:
       | This is the kind of thing computer science academics dream about
        
       | ur-whale wrote:
       | Minecraft IRL
        
       | WhitneyLand wrote:
       | - Wouldn't this type of wall normally be built using heavy
       | machinery without laborers lifting and placing heavy rocks?
       | 
       | - A heavy machinery operator would no longer be needed, but
       | wouldn't you need 1 or more people to operate and manage the
       | robot as well as verify the solution?
       | 
       | It's a really cool direction for construction but I wonder what
       | the net/net cost savings would really be in the near future
       | anyway.
        
         | maxglute wrote:
         | There's probably a lot of savings to be had by lifting safety
         | rules. Cram more machines to do more work on site and finish
         | faster.
        
           | abraae wrote:
           | I think this is great tech, but maybe not for those reasons.
           | On any safe site, people are already very cautious and
           | working well back from the excavator. Some teams have a
           | protocol where you have to make eye contact with the digger
           | driver before you can go anywhere within the sweep of its
           | arm.
        
             | maxglute wrote:
             | But without the excavator operator, can you not cram more
             | autonomous excavators to get more work done? Seems like
             | sufficiently good sensors would allow them to work in each
             | others safety zones for parallel work.
        
               | bluGill wrote:
               | Probably not as the soil they ig needs to go someplace.
               | That means dump trucks will still be the majority of the
               | site.
        
         | logtempo wrote:
         | I don't like wars, but being able to build a wall out of some
         | broken concrete blocks without it being man handled is a good
         | feature I believe.
         | 
         | Also being able to build during a long period of time (during
         | the night for example) make the job less exhausting.
         | 
         | Also one could think of it as an assistant: put some augmented
         | reality display, and let the machine showing to the operator
         | where to put the rock.
         | 
         | Or help for building records: you keep the operator part, but
         | you record the scans and position and weights during
         | construction phase, so you can eventually run simulation later
         | to know how the wall will change over time etc.
        
       | Eumenes wrote:
       | Graham Hancock BTFO
        
       | vondur wrote:
       | The Romans could have used this to keep those pesky Germans out!
        
       | Daub wrote:
       | Having made a few dry stone walls I can attest to the merit of
       | this achievement. Judging where rocks are to be placed, and in
       | what orientation is a zen art.
       | 
       | Anecdotally... I once tried to get wild flowers to grow on a
       | stone wall. Every year we would seed the wall, only for the seeds
       | to fall out or be eaten by birds. On inspiration, my boss filled
       | a few shotgun cartridges up with seeds and fired them at the
       | wall. Perfect result! The following year it was covered in
       | flowers.
        
         | 93po wrote:
         | Now this is gardening I can get behind
        
           | chaboud wrote:
           | Well please don't stand in front of it...
        
         | schiffern wrote:
         | Not only is this a technical marvel, but it has potential
         | construction physics implications.
         | 
         | In simple terms, currently we expend energy to fragment rock,
         | and then we expend additional energy (as concrete) to glue it
         | back together. We do all this to re-arrange rocks into a shape
         | (and strength) we want, and most importantly to do it _cheap_.
         | 
         | Suddenly, an alternative just got a lot cheaper.
         | 
         | Clearly this isn't fully baked yet (and it's hardly a drop-in
         | replacement for reinforced/pretensioned/cantilevered/etc) but
         | for things like heavy infrastructure and civil engineering this
         | might offer a way to achieve fundamental thermodynamic
         | improvements.
         | 
         | Excited to see where this technology goes.
        
           | samtho wrote:
           | The problem with dry stone construction is that you cannot
           | determine the performance characteristics required for, say,
           | a building foundation. Not all boulders are created equal,
           | but a professional concrete pour, mixed and installed to the
           | manufacturer's specification is going to have a guaranteed
           | maximum strength- something random boulders will not have.
           | 
           | What we can do is create our own concrete mix using Portland
           | cement (the "glue") and locally sourced materials to bulk it
           | up such as gravel, aggregates, sand, etc.
        
             | schiffern wrote:
             | So the question becomes, how do existing concrete
             | manufacturers determine whether locally sourced materials
             | ("random rocks") are suitable?
             | 
             | In traditional dry stone construction, strength of each
             | rock is determined by sound and by sight. It seems crazy,
             | but nowadays this should be feasible with a neural net. If
             | you want to get fancy (or achieve high reliability) add
             | ultrasound in the grippers or other sensor modalities.
             | 
             | Or... you target a market other than building foundations?
             | :) I suspect different groups could pursue both paths.
        
               | beambot wrote:
               | > how do existing concrete manufacturers determine
               | whether locally sourced materials ("random rocks") are
               | suitable?
               | 
               | They test individual samples from each pour on a
               | calibrated press. For large buildings and critical pours,
               | they'll keep & test multiple samples that undergo
               | accelerated aging to make sure they're up to spec for the
               | anticipated lifetime of the building (or until the
               | concrete fully stabilizes over a few months / years).
        
               | diroussel wrote:
               | So could catagorization of local stone based on acoustic
               | and visual indicators, combined with random sampling and
               | strength testing provide the assurance needed that a wall
               | will have the required structural properties?
        
               | crotchfire wrote:
               | The point is that the concrete manufacturers pulverize
               | and homogenize the aggregate. This makes random sampling
               | acceptable.
               | 
               | If you haven't pulverized and mixed the inputs, a random
               | sample is merely a random sample. It isn't meaningful
               | unless it comes from a high-entropy source.
        
               | diroussel wrote:
               | So are you saying we couldn't estimate the structural
               | properties of autonomous built dry walls from local
               | stone? Or that the error bars would be unacceptably
               | large? Or just that this approach would only work with
               | certain stone in certain locations?
        
               | SiempreViernes wrote:
               | I think the problem is more that you cannot at all
               | guarantee a specific performance of the structure ahead
               | of time, because you can't know what the properties of
               | the local rocks will be before you are on site and have
               | measured them all.
        
               | londons_explore wrote:
               | Geotechnical engineering is all about taking samples and
               | using wide enough safety margins. And in the vast
               | majority of cases, the end result is a building that
               | doesn't fall down.
               | 
               | Sure, you might have been _really_ unlucky that all your
               | test samples of soil and rock were really strong granite,
               | but the exact spot you put the main structural pile,
               | unknown to you, was all mud and silt... But the chances
               | are so vanishingly unlikely we accept it.
        
               | berkes wrote:
               | Doesn't that apply to wood too? Yet we use wood to build
               | houses almost everywhere.
        
               | _tom_ wrote:
               | The interesting thing here is you can feasibly measure
               | them all.
               | 
               | Not ahead of time, but as you build.
        
               | nabla9 wrote:
               | _A Deep Learning Based Method for the Non-Destructive
               | Measuring of Rock Strength through Hammering Sound_ Appl.
               | Sci. 2019, 9(17), 3484;
               | https://doi.org/10.3390/app9173484
               | 
               | Acoustic inverse problems are solved routinely in
               | seismology and exploration geophysics. Seeing trough a
               | rock the cracks and internal structure using acoustics
               | seems solvable.
        
             | galaxyLogic wrote:
             | Why not do a stones-wall like in the article, but add
             | cement as glue between the rocks?
        
               | actionfromafar wrote:
               | The wall will then dam up water or crack instead of
               | shifting slightly, I read in another comment.
        
               | jelliclesfarm wrote:
               | I did this for a landscaping project because I was not
               | confident enough that it will stay ..lasted ten plus
               | years and then it started cracking. I am now left with
               | unsightly gray blotches and worried the rest might
               | tumble..
               | 
               | It was/is gorgeous..I did three sections ..mostly for
               | three very large kidney shaped raised beds..moss has
               | grown over the stone and I also tried sticking thyme and
               | mint in some of the suitable gaps..
               | 
               | I guess it's diff if it's enclosed and filled with soil.
               | I wish i had the confidence and skill to attempt an
               | actual wall.
               | 
               | I used to drive past a house here where the guy took like
               | three years to complete a 80 ft long dry wall and he
               | planted all kinds of beautiful flowering plants ..it was
               | stunning and when it was done, the flowers and fruit
               | trees popped up with their colours too ..it took forever
               | but he didn't care..you could tell that it was a labour
               | of love and he was really enjoying it.
        
               | Daub wrote:
               | That is what I assumed when I first started drywalling.
               | However, in the wild, I can't see such a solution
               | working. Unlike the walls of a house, walls bedded on
               | soil move all the time. In the ever-moving domain of the
               | Welsh hillsides, cement glue would crack within a year.
               | 
               | Ideally, drystone walls are composed of two skins. The
               | way the stones are arranged tends these skins to each
               | incline inwards slightly. In this way, the wall as a
               | whole acquires cohesion through physics.
        
               | alistairSH wrote:
               | Several reasons... Primarily, because the ground
               | underneath shifts overtime, particularly in area, subject
               | to a freeze and fall cycle. But you also have to solve
               | for water flow - if you build a solid stone wall with
               | concrete, you also need to add drainage on the backside
               | of the wall. With dry, stacked stone, you can often get
               | away without a complex drainage solution
        
             | koolba wrote:
             | > Not all boulders are created equal, but a professional
             | concrete pour, mixed and installed to the manufacturer's
             | specification is going to have a guaranteed maximum
             | strength- something random boulders will not have.
             | 
             | Random boulders surely have some guaranteed _maximum_
             | strength. Now _minimum_ strength is the real problem.
        
             | hedora wrote:
             | Modern concrete only lasts a hundred years or so. Stone
             | walls last much longer when correctly constructed.
             | 
             | Presumably the placement algorithm understands compression
             | strength of the local rocks, soil heaving, etc.
             | 
             | So, software addresses the initial problems you describe at
             | construction, and geology/materials solve the problem of
             | needing to inspect it every decade or so, and replace it in
             | 50-100 years.
        
             | worik wrote:
             | With concrete you have outsourced, not solved, that problem
             | 
             | There's a lot of drystone walls here, in Aotearoa, but not
             | of buildings.
             | 
             | There is a related technique for buildings, building from
             | rubble, using lime morter.
             | 
             | I live in a building partly built that way
        
             | legulere wrote:
             | It's more difficult but still possible. Mountain passes in
             | Switzerland are often built on dry walls
        
           | ReptileMan wrote:
           | Tensile strength will be a problem. Compression will be
           | solved eventually, the tetris part also. But if there are to
           | be tensile or twisting loads - there will be trouble.
        
             | londons_explore wrote:
             | Add steel/fiberglass tension rods and you can trade off
             | compressive for tensile strength.
        
               | klyrs wrote:
               | So... reinforced concrete.
        
           | rewmie wrote:
           | > Not only is this a technical marvel, but it has potential
           | construction physics implications.
           | 
           | I don't think this is true. Gabion walls are already widely
           | used, particularly in geotechnical structures, and masonry
           | structures have been around for literally thousands of years.
           | 
           | The reason modern building technologies such as
           | concrete/steel/composite structures replaced these techniques
           | is that they are far safer, easier to maintain, far more
           | space-efficient and and impose far fewer architectural
           | constraints.
           | 
           | Automating this process helps drive down the cost, but cost
           | is one of many factors and not a critical one.
           | 
           | > Suddenly, an alternative just got a lot cheaper.
           | 
           | Not really. This article just showcases a way to automate the
           | construction of a particular wall type. This by no means
           | implies these walls are now competitive.
           | 
           | Other than aesthetics, I don't see how it's possible to even
           | conceive standard techniques such as gabion walls being
           | replaced by dry-stone walls. The cost of building a gabion
           | wall is literally the cost of a metal mesh and filling it
           | with rocks. Gabion walls are even used by armed forces as
           | rapid-deployment defensive walls in the form of Hesco
           | bastions.
           | 
           | https://en.wikipedia.org/wiki/Hesco_bastion
        
         | DigiDigiorno wrote:
         | I'm surprised the seeds would survive the heat and pressure of
         | a shotgun cartridge blast that contained enough gun powder to
         | embed them in a wall
        
           | bob1029 wrote:
           | Seeds are incredibly resilient in many cases. Also, shotgun
           | shells come in a range of power level and configuration.
           | Something like birdshot replaced with seeds would make sense
           | to me.
        
         | adammarples wrote:
         | It sounds like judging where rocks are to be placed is a simple
         | optimization algorithm
        
         | Obscurity4340 wrote:
         | Didn't they do that in The Grinch?
        
         | ascorbic wrote:
         | For future walls, try a Cornish hedge. Despite the name, these
         | are actually dry stone walls with an earth core. Mature ones
         | are normally covered in wildflowers. Here's how they're made.
         | http://www.cornishhedges.co.uk/PDF/building.pdf
        
         | lapsed_pacifist wrote:
         | This isn't really a proper wall though, it's a single thickness
         | stack. I don't think it could handle any lateral force at all
         | without toppling. If this machine could build a double skin
         | wall with batter, wall heads, and hearting throughout the
         | center, I'd be really impressed!
        
           | londons_explore wrote:
           | I suspect all those things are just fairly minor software
           | changes...
        
         | Matumio wrote:
         | This is the way you use a gun. What a flowery blossoming place
         | this world would be. Reminds me of
         | https://en.wikipedia.org/wiki/Swords_to_ploughshares
        
         | m463 wrote:
         | > my boss filled a few shotgun cartridges up with seeds and
         | fired them at the wall.
         | 
         | A friend of mind had a hill in his yard, and hired a guy that
         | knew the local seed mix to hydroseed it. It went well.
         | 
         | https://en.wikipedia.org/wiki/Hydroseeding
         | 
         | Can't figure a good word would be for what your boss did. It's
         | not quite pyroseeding...
        
           | klyrs wrote:
           | Ballistic broadcasting?
        
       | nopinsight wrote:
       | Nice achievement!
       | 
       | With upcoming multimodal foundation models, there will be many
       | more robots with increasing capabilities soon. The world of
       | robotics will look very different just in the next 5 years.
       | 
       | Some announcements:
       | 
       | China's plan: "...China aims to be ready to mass-produce
       | humanoids by 2025." https://www.therobotreport.com/china-plans-
       | to-mass-produce-h...
       | 
       | Tesla Robot: "...it would be low cost and available to the public
       | sometime between 2025 and 2027. "
       | https://builtin.com/robotics/tesla-robot
        
         | tsimionescu wrote:
         | You should take both of those announcements with a huge dollop
         | of salt. Even the article you shared is extremely skeptical of
         | the actual progress of Tesla's robot. And Chinese press
         | releases should really not be read into too much - they are
         | often much more for internal signalling then information.
         | 
         | Either way, there are companies which are much farther along
         | than those - Boston Dynamics has a series of extremely
         | impressive robots. They are still very far away from being a
         | consumer technology. The kinds of physical power required to
         | achieve the movements makes them extremely dangerous to be
         | around on any malfunction or glitch, and they are very heavy
         | machinery. Even animals and other humans, which are far more
         | advanced in terms of their ability to control their movements,
         | sometimes accidentally hurt others (stepping on your toes,
         | turning around and hitting you when they didn't know you're
         | there, etc.). Imagine a several hundred kilo machine stepping
         | on your toes with its full weight just because it mis-estimated
         | your movements.
        
           | nopinsight wrote:
           | > Imagine a several hundred kilo machine stepping on your
           | toes with its full weight just because it mis-estimated your
           | movements.
           | 
           | "Specifications. Tesla Bot is planned to measure 5 ft 8 in
           | (173 cm) tall and weigh 125 lb (57 kg)."
           | https://en.wikipedia.org/wiki/Optimus_(robot)
           | 
           | I'm aware that Tesla tends to be over-optimistic in its
           | timeline regarding AI and robotics. I do not endorse the
           | estimates without question and yes, some other companies
           | might have made more progress than they did. The citations
           | were meant as examples of the development in the domain. (And
           | Boston Dynamics doesn't seem to plan a consumer launch of a
           | humanoid robot any time soon, so I didn't cite them.)
           | 
           | What made me more optimistic these days are recent progress
           | in multimodal large foundation models which allow robots to
           | perform much better, esp on manual manipulation. See demo
           | from Sep 2023 here: https://www.youtube.com/watch?v=D2vj0WcvH
           | 5c&t=18s&ab_channel...
        
             | tsimionescu wrote:
             | Oops, I significantly exaggerated the weight, thanks for
             | finding that.
             | 
             | Still, 60kg is no laughing matter.
             | 
             | Also, isn't the fact that companies which are way further
             | along in developing robot capabilities are _not_ thinking
             | about wide-scale commercialization decent evidence for it
             | not being viable yet?
        
       | 082349872349872 wrote:
       | For those both unfamiliar with Menzi Muck walking excavators and
       | having a little boy's love of construction equipment, there are
       | plenty of videos online of non-autonomous skilled operators with
       | fancy moves...
        
       | BobaFloutist wrote:
       | I wonder how many decades before someone hooks this up to a
       | webcam and lets people play minecraft in real life.
        
         | digitalsushi wrote:
         | As someone who works in insurance, I advise you not to wait
        
       | amelgares wrote:
       | This is the kind of equipment that you do not want a rogue AI
       | getting in control of.
        
         | nextworddev wrote:
         | Most likely these come with periodic OS updates... which is an
         | attack vector
        
       | rendaw wrote:
       | I'm surprised centimeter precision is sufficient. I'd have
       | thought millimeter precision or so would be required. It feels
       | like 1cm could accumulate to a gap or could spell the difference
       | between stable points contacting and not.
        
         | RichieAHB wrote:
         | IIUC cm precision should be fine if the algorithms looking for
         | stable placement accounts for that cm (and reality id imagine
         | it'd account for less precision than that). If a placement
         | needs sub cm precision the algorithm would just discard that
         | option.
         | 
         | Additionally there shouldn't be any accumulation in a specific
         | direction. Any accumulated gaps would be accounted for when
         | placing the next rock and rectified to within a cm.
        
       | hliyan wrote:
       | With this type of advancement, we may finally be ready to tackle
       | the biggest challenge for domestic robots since domestic robot
       | were envisioned: ironing and folding clothes.
        
         | PaulDavisThe1st wrote:
         | You have forgotten the first task of the day: buttering fresh
         | toast.
        
       | downboots wrote:
       | Similarly, envision a solar sintering bot operating in the desert
        
       | 1-6 wrote:
       | I wish there were more companies in the US that can look at
       | problem and solve it to a great deal of technical complexity. It
       | seems like we're too focused on large and shiny objects.
        
         | lnsru wrote:
         | Robotics is expensive. One needs a team of software developer,
         | electronics engineer and mechanical engineer to develop
         | something. 3 people over 3 years with expensive hardware and
         | couple millions $ for MVP needed. How many google ads for an
         | app could one buy for this sum?
        
           | sschueller wrote:
           | That is what public funded universities and research is for.
           | Many claim projects like CERN is a waste of money but this is
           | where many new ideas and tech comes from as a side effect of
           | trying to solve problems that arise while trying to build a
           | bigger and more powerful accelerator.
        
             | lnsru wrote:
             | I have a problem with public funded universities and
             | research in Germany. I really don't like how professors own
             | companies where everything comes from PhD students' work.
             | Basically they transfer state/grant money into personal
             | pockets via paid work hours. Though I don't know how this
             | works in Switzerland. Another day I saw a long list of CERN
             | technologies that I can license from them and they were not
             | for free.
        
       | wg0 wrote:
       | Jaw dropping. There's too much engineering work involved.
       | Interfacing with vehicle and tons of sensors. Software.
       | 
       | Would be best if some entity quickly moves towards
       | commercialization/packaging of this solution.
        
       | unglaublich wrote:
       | These folks have a spin-off called 'Gravis Robotics', pretty
       | interesting stuff going on. Their promotional video contains
       | technical details as well:
       | 
       | https://www.youtube.com/watch?v=yiTIXAAulzI
       | 
       | https://gravisrobotics.com/
        
       | aristophenes wrote:
       | The photo of the wall in the article is obviously digitally
       | altered, just to the left of the person walking. The rocks change
       | into uniform smooth grey, and it doesn't match the reflection in
       | the water. Is it supposed to be the digital plan of the wall vs
       | the real thing?
        
         | rkangel wrote:
         | It absolutely matches the reflection in the water - you can see
         | the hard hat of the person and the colour transition.
         | 
         | The change in colour will be the result of a change in source
         | of boulder. The whole point is that they are "recycling".
        
           | evilaubergine wrote:
           | where were the wireframe mesh rocks sourced from?
        
             | dryrocks wrote:
             | The excavator creates a mesh of each stone by scanning it
             | "in hand", and updates the settled positions of them as it
             | builds. The left side of the image is the 3D digital twin
             | model that is maintained by the system, captured from the
             | same perspective to show how it matches the real wall.
        
         | TomWhitwell wrote:
         | Yes, I think it's an artistic interpretation of a digital model
         | of the stones - how the autonomous system sees them.
        
         | 7734128 wrote:
         | If you zoom in you can see that it's a polygon like mesh. It's
         | certainly supposed to be how the rocks are represented in the
         | system.
        
       | jvidalv wrote:
       | Just wanted to share that in my country (Spain) and more
       | concretely in my area (rural part of Catalonia) we have a
       | building technique called "Pedra Seca" literal translation is
       | "Dry Stone". It basically involves building stuff with just
       | rocks, nothing more. It's still in use mostly in agricultural
       | fields.
       | 
       | Here are a few examples:
       | 
       | https://dd9de8c7b7.cbaul-cdnwnd.com/b5fbcf0e77b7b72ef95acd62...
       | 
       | https://static1.ara.cat/clip/98e3619e-8dd2-4c0b-828c-254a62e...
       | 
       | The google search:
       | 
       | https://www.google.com/search?client=safari&sca_esv=58408328...
        
         | adhesive_wombat wrote:
         | Dry stone walling is also very common in the UK. It's a complex
         | and now expensive skill, but a properly-built (this bit is key)
         | wall will stay put for well over a hundred years because the
         | rocks can shift a little rather then cracking the structure as
         | temperatures change and water drains right out of them.
         | 
         | It's also very locally distinctive because the shape of the
         | stones and therefore the wall layout and texture depends on the
         | stones you naturally have nearby.
         | 
         | https://en.wikipedia.org/wiki/Dry_stone#/media/File%3ADry_st...
        
           | fullspectrumdev wrote:
           | Very common in rural Ireland, and having such a wall repaired
           | or made is either going to cost you nothing or a LOT of
           | money.
        
             | HPsquared wrote:
             | As with many of the best things in life, they are either
             | free or very expensive.
        
               | _a_a_a_ wrote:
               | Sex? :)
               | 
               | (edit: no, that was not an offer, sorry)
        
               | adhesive_wombat wrote:
               | It's the opposite really, because you're trying to get
               | your rocks on, not off.
        
         | imp0cat wrote:
         | It's very common in Croatia, too.
        
           | arbuge wrote:
           | And Malta: https://www.google.com/search?q=malta+rubble+wall
           | 
           | There they are called rubble walls ("hajt tas-sejjieh" in
           | Maltese).
           | 
           | Seems pretty common in Mediterranean countries.
        
             | imp0cat wrote:
             | Thank you, there is a great explainer in those search
             | results: https://environmentalmalta.com/wp-
             | content/uploads/2019/12/IR...
        
         | Biganon wrote:
         | In Switzerland as well. "Mur en pierre seche".
        
         | simon_acca wrote:
         | I recently witnessed something similar dating back to pre-Inca
         | times in the archeological city of Quilmes:
         | https://drive.google.com/drive/folders/1-6DnSeACUPUUskeJJIuB...
         | 
         | We have them in Italy too btw, search for "muretti a secco".
        
         | kinow wrote:
         | Interesting! I am living in Catalonia now, but in Barcelona. I
         | haven't seen (or paid attention) to a wall like that. Will pay
         | more attention and try to find some nearby. Thanks!
        
         | jlevers wrote:
         | I rode through a huge area filled with these sorts of walls
         | somewhere wayyy down a dirt road in rural central Mexico, sorta
         | near Zacatecas. It looked like it was once a vineyard, or
         | something like that...I'd never seen walls that looked this way
         | before. Really beautiful. I had no idea that it was originally
         | a European thing.
        
       | protomolecule wrote:
       | Looks safe.
        
       | buro9 wrote:
       | This is incredible because the vast majority of what it takes to
       | build roads, rail tracks, docks, and such infrastructure is all
       | in the clearing and relandscaping of land. It doesn't have to be
       | perfect in terms of aesthetics or seals, but it has to be very
       | stable and able to take the thin layer of road surface, rails,
       | concrete on top and the weight that they'd carry.
       | 
       | To be able to automate the landscaping is to massively reduce the
       | cost of infrastructure projects in terms of labour and materials,
       | but also likely the time to deliver them too.
        
       | dryrocks wrote:
       | For those looking for a more technical overview of the process,
       | the overview video of the research paper is available here:
       | https://www.youtube.com/watch?v=TxpE5yryCTU
        
       | Obscurity4340 wrote:
       | Stonewaller-3000
        
       | rob wrote:
       | Farmers in New England would have loved this. Miles and miles of
       | stone walls just hidden in forests/woods.
        
       | nuc1e0n wrote:
       | Show it still standing in a year and I'll be more impressed.
        
       | gnarlouse wrote:
       | Imagine if the Spartans had this at the battle of Thermopylae
        
       | hardlianotion wrote:
       | This will revolutionise Yorkshire.
        
       | moffkalast wrote:
       | One might call it a... Deus Ex Cavator.
        
       | bufferout wrote:
       | For comparison, a 15th generation Japanese stonemason master
       | doing it by eye: https://youtu.be/f9wGOXXoCuY
        
       | crtified wrote:
       | I assume (but don't know) that this method of construction would
       | be less viable in more seismically-active parts of the world.
        
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