My Puzzle Robot is 200x Faster Than a Human

It’s 200x faster than a human as long as you don’t include the 3 years it took to build it. Hack Pack is a DIY robot subscription box that’s perfect for teens and adults with no coding experience required! Get 1 free box at crunchlabs.com/puzzle
Teens and adults can now level up their own creative engineering skills and build their very own robot alongside me: crunchlabs.com/puzzle
If anyone had a shot at beating Jigsaw it would've been Tammy! Check her out:
/ tammymcleodpuzzler
/ @tammymcleodpuzzler
Check out Shane's Robot! • Worlds hardest jigsaw ...
Special thanks to Avid CNC: www.avidcnc.com/
Check out the nerdy details of how Jigsaw the puzzle solving robot works: crunchlabs.com/puzzletech
Thanks to these folks for providing some of the music in the video:
Ponder - ‪@Pondermusic‬
Laura Shigihara - ‪@supershigi‬
Andrew Applepie - / andrewapplepie
Blue Wednesday - / bluewednesday
Danijel Zambo - open.spotify.com/intl-de/arti...
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[@MarkRober]

It’s 200x faster than a human as long as you don’t include the 3 years it took to build it. Hack Pack is a DIY robot subscription box that’s perfect for teens and adults with no coding experience required! Get 1 free box at crunchlabs.com/puzzle

[@user-iu3be3cq2e]

Hi

[@ewezi.]

Epic

[@Fez-plays]

Hi mark

[@era00000]

I 1

[@HFIAPY]

Sorry no money 😂

[@The8BitGuy]

Very cool. But I would like to see a rematch where the puzzle is a picture and not all white.

[@powerbongo922]

Yooo the 8 bit guy!!!

[@ThisGuyDannyyy]

1 on Trending

[@ThisGuyDannyyy]

This video will be #1 on Trending

[@Lanausse]

Woah! I didn't expect to see you here. Also yeah I agree! I would love to see the speed difference

[@RiharuK]

登録して😢

[@jrsimeon02]

"my family will still love me" - Tammy is awesome!

[@wiadroman]

Not only is she the puzzle champ, she is also a master trashtalker.

[@SKGAMING-le3mj]

Bro loss first in Mr beast challenge And we know you did it on purpose 😢😢

[@Najeeb_Gamer8878]

My parents said if I hit 40k they'd buy me a professional camera begging you guys literally begging!!!❤😊😊❤

[@aliceg1212]

I guess this is why Mark didn't give her a pictured puzzle... he was adamant in saying that if jigsaw lost he'd no longer "love" it. 😂

[@fluffsquirrel]

@@aliceg1212"My love is very conditional" There's an Asian parent joke in there somewhere

[@frantisekkvintus6904]

I would see her compete with a puzzle that has an image on it. That could be a worthy challenge.

[@cartoon_cat..]

Picture puzzle -_-

[@user-yx1gr4qo5n]

"Measure once, cut twice." - Mark Rober

[@MrgamerstyleTURJO]

Best quote

[@Ryi725]

I think Tammy deserves a rematch where both teams get to play to their strengths. Give the robot a white puzzle, and give Tammy a picture puzzle. Both with the same amount of pieces, of course.

[@shereenpromotesreading.8472]

I agree. That would be quite suspensful. Both for us and Mark.

[@brevinprince9826]

Came to say this

[@SpaghettiEnterprises]

Or a cheaper puzzle with repeated piece shapes

[@Outofrealman]

It doesnt matter to the robot if it is pictured or not so you can just make them both do the pictured puzzle.

[@georgantonischki1188]

plus make the robot open the box and separate the pieces

[@sebpilon2895]

Next episode: Tammy coming back with a baseball bat asking jigsaw if it can run

[@sygad1]

LMAO, that was dark

[@Wazaarbazaar]

Probably it will use its tricycle

[@sebpilon2895]

@@sygad1 I'm thinking of Office Space printer scene XD

[@luketurner314]

Jigsaw is already running, so is your fridge

[@Idontlikepeoplethissocietyisba]

bro stole the vid idea

[@cheesyfries7703]

"The code always works on the first try." most sarcastic statement ever said

[@R-BGamingUK]

He was doing this for three years, and we didn't know till now

[@joelg598]

I was worried for a few minutes that Mark would just not mention the stuffmadehere video. Then he spends the time to give props to a better engineer. Class act Mr. Rober

[@sethpuhala8290]

thinking the same exact thing

[@flagman3116]

on the other hand, Mark also published source code & technical details! Which have some fascinating details in them!

[@GabrielRodriguez-ss7hv]

Fr

[@GiveAcademy]

I was worried about this until he finally brought it up and gave some awesome kudos where they were definitely deserved. Stuffmadehere is a great channel!

[@arjackson555]

Came here to stan for stuffmadehere too!

[@swampsnipe8790]

"Even if I lost today my family would still love me. Would you still love Jigsaw?" "No. My love is very conditional"

[@EnergeticSpark63]

hey

[@TheHarbro]

I’m surprised no one else commented that!

[@EnergeticSpark63]

@@TheHarbro hey

[@JanicekTrnecka]

Jigsaw: that hurt buddy!

[@cedrichenryho168]

Mark summoned his inner Asian fr

[@owencollier1071]

aight now let's give jigsaw the infinite galaxy puzzle or one of those other puzzles where splines don't align and you can't necessarily draw a path between adjacent splines that hits every piece

[@robkingsland3369]

or an 'impossibles' brand puzzle. that's the ones with repetitive images (like a bunch of goldfish), all the pieces are cut identically, including the edge pieces. (no straight edges!) oh... and 3 extra pieces...

[@prahas777]

I’m amazed by the whole thing, but particularly how the drone programmer saw the correct algorithm so quickly!

[@solanaceous]

I love tammys personality. She evokes such a genius attitude while being humble and comedic at the same time. She is the type of person who you would like to just converse with :)

[@NaudVanDalen]

The robot may be much faster than her with solving puzzles, but it can never replace her personality.

[@bjemaja]

I agree Vincent. 👍

[@anitapaulsen3282]

I was thinking the same. Tammy is pretty awesome.

[@lawrup]

what are the chances Mr.beast and mark robber smuggled money from team seas

[@keios]

"Have you ever stopped to think just how amazing our hands are?" Yes Mark, I have been incredibly stoned, thanks for asking.

[@JavierDiaz-fp2wq]

Mi exact same thought

[@Lester_Houston]

Very stoned rn, and this Mark Rober and Nilered videos are blowing my mind.

[@TibiKawo]

your work is not only informative but also visually stunning!

[@RemiitsrGeroa]

your approach to content is so inspiring, keep up the great work!

[@donaldgenenavarro]

I want to see a fair and true matchup and have Tammy and Jigsaw both solve a puzzle with an image.

[@zyto7904]

And the robot should not already know the puzzle pieces prior with pictures.

[@pinkyfull]

@@zyto7904 They took the pictures from the start of the competition, so it was the same playing field for both.

[@OOMPALOOMPA_]

nah she would win

[@gimpzilla]

Robot could invert the image so the puzzle is grey cardboard side up.. I'm assuming he skipped imaged puzzles because the image would interfere with the edge sort

[@petermiddleton5998]

She would win easily with in off the shelf puzzle. I love how he designs competitions so he can win.

[@TheLavenderGuy]

"If Jigsaw lost would you still love him?" "No."

[@SKGAMING-le3mj]

Bro loss first in Mr beast challenge And we know you did it on purpose 😢😢

[@Bandit2033]

Broke jigsaw's heart into as many pieces as the puzzle he worked on

[@vaktinidolduruyor]

Jigsaw: Birgün dünyayı ele geçireceğiz.

[@MathManOlmedo]

Awesome! One of my favorite videos because all the math and engineering involved. Great job to you and your team 👏

[@jorgearmandorizzowheelock1739]

In this crazy world, with the overwhelming chaos, looking at your videos make me feel in happy! Thanks for sharing

[@bneymanov]

I worked with Tammy, we even sang in the office acapella group. She is a wonderful person of so many different talents!

[@Gabe-vw2ux]

Really?

[@KarmaCadet]

@@Gabe-vw2ux nah im sure that was just a prank

[@hamza-chaudhry]

What work?

[@BariumCobaltNitrog3n]

@@hamza-chaudhry Some people have jobs. Effort for compensation. That work.

[@tsalbeci]

Some puzzles have pieces that have the exact same shape, but different pictures, that would make for an interesting challenge

[@emanuelmartinez4701]

True, when unpainting it, more than one piece may be incorrectly placed.

[@AshSteelFist]

Hi mark :) i used to watch your vids but school came and i had to stop but watching your videos helped me through science for all my grades thank youuuu :)

[@jordanbeggs2400]

It is just so fascinating that the easiest, most mundane tasks for humans (looking at all the pieces/taking pictures of them) are the hardest and most time-consuming for the robot. Whereas the hardest task of building a puzzle for humans (actually solving the puzzle for where the pieces go) can be done by a robot in less than a minute.

[@PeanutSpring3]

Glad to hear Stuff Made Hear mentioned. I love his work and its great to hear Mark's praise of him. It would be cool to see a collab some time. Also, nice job on accomplishing what he couldn't on this. Seriously impressive. It seems like a very similar design to his, but with those extra stability functions to make sure it gets the pieces in tightly.

[@JB-DJ]

less go mate it's bluey

[@PeanutSpring3]

@@JB-DJ ??? Huh?

[@darkvisiongothacked]

to be fair he has also taken longer, and has a team helping for his. what SMH did while still lengthy, is absurdly impressive for one dude. which Mark highlights as well.

[@timesnewrman]

I'd like to point out you typed "Hear" instead of "Here", but overall i agree

[@PeanutSpring3]

@@timesnewrman I used the correct hear. I am hearing Mark's praise of him, as in Marks voice produced words praising SMH that then entered my eardrums. Thus I heard it.

[@AkuinAshura]

Jigsaw dropping the final piece perfectly into place at 19:43 was cold 🥶

[@mnangler2383]

19:45

[@BicheCS]

@@mnangler2383 no? 19:44 maybe. but not 19:45

[@RodrigoJLopez-tl4kk]

Awesome job! Great engineering to perform this task, was wondering why it hadn't been made before, now I know why and how it was completed. Mixing my fave hobby, puzzling, engineering and celeb cameos (Tammy + Kristen) make it a great video.

[@sladesonofthurin9231]

Both you and Destin from SmarterEveryDay are the best at explaining things. Could literally listen to both of y'all just explain how things work for hours. Yall should look into doing audio books

[@noneofyourbusiness16]

Mark: "Don't let it get into your head" Also Mark: "NINE PIECEEESSS"

[@Viel-g2d]

true

[@KarenPuzzles]

I heard some rumblings about this video at VidCon the other week, and I was like, well it can't be a jigsaw puzzle robot because that other guy already did one. And the person I was talking to was like, 👀👀👀 As the person with what's probably the largest solid-color jigsaw puzzle collection in the world, I'd be happy to provide more samples for the robot to learn on!

[@bryanayer]

I don't think that their algorythm would work with a nonstandard piece cut, so it would be interesting to see it try a Krypt puzzle

[@GlaciesYin]

Ooohhh, maybe you could also try racing Jigsaw while you're there!

[@mindys1198]

I was looking for Karen's comment!!! 😂😂😂

[@AmberPoundswell]

Karen, it should have been you!

[@mechouilli]

Try the Ketchup puzzle

[@rpmgames6058]

"doN'T LOOK AT TAMMY'S, KRISTEN, THINGS HAVE GOTTEN DIRE"

[@Emikano]

i always look forward to your videos, they’re enlightening!

[@caseMasterxL]

Replacing the lead in a mechanical pencil is the perfect analogy for the precision window.

[@thatguyplayer6969]

Bro, at 17:57, mark just made jigsaw sad 😂😂😂😂

[@Horizon-main]

Mark is asian (confirmed)

[@nathanielespinal350]

I think you have improved compared to your first video, you are very intelligent, I love how you solve things with engineering, you are incredible.

[@emmanuelmadla9921]

"The googly is controlled by two servo motors"

[@YouTube]

the puzzle robot sure put those pieces together fast 💨

[@rdkayyvalorant]

Here before this blows up!

[@LodFir276]

If the puzzle was colored, then the champion would have a chance to defeat the robot

[@randomizedbeing9955]

Assuming a KZbin employee sees this you might want to fix the bot problem

[@Yuuhayach]

@@KZbin oh...KZbin official.

[@revizgd]

@@KZbin youtube

[@michaelmoccio2225]

Can we take a moment to talk about how ingenious the "tap" protocol is?!?! Really great stuff Mark! Really glad to see StuffMadeHere get some more recognition!

[@justinrushing5997]

I was jaw-dropped the whole video By far one of the best videos I’ve seen ever on KZbin Keep up the great work

[@marissaf-h2j]

I dont know why, but Mark, knowing how to crochet and woodwork, made me so happy 😅

[@Crisilac]

I'm astounded that she was even able to complete that much of the all-white puzzle by the time the robot finished.

[@jonathanodude6660]

seemed to be educated trial and error/heuristics. anyone could do it. she said herself her shape memory isnt the best. she usually uses other methods to solve these that arent present on the all white puzzle

[@RiharuK]

登録して😢

[@camipco]

@@jonathanodude6660 No, anyone cannot do it.

[@jonathanodude6660]

@@camipco yes, anyone can align edge pieces when given 2 hours.

[@shinigami052]

@@jonathanodude6660 We all await the video of you doing it!

[@Cryptizism]

gotta 1v1 the StuffMadeHere jigsaw puzzle robot from a year ago EDIT: 4:50 STUFFMADEHERE SHOUTOUT!!

[@EEEEEEEE]

E‎‎‎‎‎‎‎‎‎‎‎‎‎‎

[@Najeeb_Gamer8878]

My parents said if I hit 40k they'd buy me a professional camera begging you guys literally begging!!!😅❤😅❤

[@ThisGuyDannyyy]

Why you said edit on your comment

[@Social.hacker]

1M tree 🌲 plant please 🥺 Mark Robber

[@FatimaMohammed-dc8ol]

حرفيا كلنا

[@TipZfox]

Rather than take picture of each piece one by one, it should be possible to calibrate the photo to correct for the lensing effects, which is commonly done in microscopy. For example, you could take a photo of a bunch of rulers oriented along the x-axis and another photo of rulers oriented along the y-axis, and figure out the transformation to correct the photo. Then take a few photos with the correction, stitch them all together, and run the same routine. May need an additional calculation to determine where each piece is located for pickup now.

[@ChristianKelder]

Today this is my first time watching one of your vids and its the Best- its educational, as well as intriguing!! Thanks Mark for your dedication to make great content

[@internetnews2569]

Jigsaw, your final challenge…

[@alioramusman5650]

Let yo bih go through yo phone

[@chrispixel]

Let yo bih go through your puzzle

[@RyeShark]

let yo bih solve yo puzzle

[@_rohee]

let yo robot solve yo puzzle

[@m.i.c.h.o]

Let they witch ponder thy orb.

[@dishanfernando4220]

Tammy has such a great personality and quick wit. Would love to see more of her in this channel !

[@ВахидАхмедзаме]

I think these guys have a very difficult job and they've been trying for three years, they're great.

[@golemwhy3153]

Mark, please keep on being the responsible person that you’re. I really hope that you keep on bringing happiness to the world and most importantly to the people around you.

[@KriegerEien]

Clicked the video for the robot. Stayed for Tammy. She seems so sweet and fun

[@rhinogaming9879]

Nahhh Mark has soo many secret projects, like in every video he says "I've been trying this for 3+ years", like WHAT!! How much is this guy doing! Plus he still posts monthly videos, mad respect

[@ВахидАхмедзаме]

I think these guys have a very difficult job and they've been trying for three years, they're great

[@justgiz]

Nice work! But now im thinking of all the improvements that can be made to make it faster. Like using a HD camera on the ceiling to take one photo. Maybe even using a infrared camera, to not require the puzzle needing to be painted.

[@uberjedisniper]

Its ok Tammy. For the rematch, the robot needs to open the box, dump it out, and sort the pieces for a color puzzle. Also, you could walk over to the robot's table and move a couple of pieces on the table!

[@marximus4]

Are we going to talk about how Mark just casually brought in his "dear friend" Kristen Bell??!

[@Hans_Reese]

Apparently not... 🙄

[@masterspoiler2367]

He brought her in LITERALLY just to prank her the madlad.

[@NterpriseCEO]

According to the internet, he's attend a dinner party with both Courtney Cox AND Jennifer Anniston (among a host of other famous tv personalities)

[@ManzoZ]

now make a robot that solves a sudoku 200x faster than a human 💀

[@patrickheavirland3599]

Hello from Minnesota! Great episode!

[@robinistheone9123]

3:40 every school "pizza party"

[@ellakas6697]

lol😂😂😂

[@ertogrulgehremanli]

Using the area overlap to solve the edge matching problem is such a simple but genious idea

[@johnr3141]

You'd be amazed how much this happens in the programming world, we tend to overcomplicate the process and make it more complex than it needs to be. One thing that I try to teach newer programmers is to boil it down as much as possible to reach the most basic fundamentals of the problem they're trying to solve.

[@tobyredfern5378]

Marks videos always cheer me up icl

[@wolfblaide]

Lol. I'm so happy... her advice is exactly the same as how I approach solving puzzles! I feel so validated!!

[@BasicallyBaconSandvichIV]

"'You're gonna lose Tammy!' And then you hit me back" And then Tammy proceeded to, indeed, hit her back.

[@MasterThief117]

Tammy is my hero, not necessarily because she's the world champion at puzzles (and Sudoku), but because she seems like a great person to just be around.

[@josephnation9063]

To be clear, Tammy is fantastic at jigsaw puzzling (I can't speak to her current Sudoku skill), but is not the world champion at either jigsaw puzzles (Alejandro Clemente Leon -- Tammy was 49th at last year's) or Sudoku (Tantan Dai -- to my knowledge Tammy has not competed in ~15 years)

[@matthewhall5571]

@@josephnation9063she is a world champion in 500 piece speed puzzling where she got a Guinness recognition, and she regularly gets top 10 and some top 20 finishes in the various parts of the same competitions as Alejandro

[@OOMPALOOMPA_]

glaze

[@Kaijus_Gaming]

17:50 i love how the robot became sad after what mark said

[@stellasdoesstuff]

I'd love to see Jigsaw vs. Karen Puzzles! Karen collects solid-colored puzzles, so she has a bit more practice with them. It's her expertise more than Tammy's

[@SuperMrsMar]

Yeah, Karen would have been a great collab for this video and he clearly knows who she is because he used a piece of her video.

[@mrosskne]

who?

[@matthewhall5571]

Even Karen admits Tammy is usually faster. They've done videos about it.

[@stellasdoesstuff]

@@matthewhall5571 yes, but this isn't just any puzzle. This is a solid color puzzle.

[@KarenPuzzles]

I would have loved that!

[@TomMS]

The precision is absolutely wild, I bet that in itself took a LONG time

[@Righteous_Judas]

Love the example given for “large scale cooperation with other humans”😄 2:55

[@dessel5683]

this level of precision just 20 years ago would make most engineers faint

[@icojb25]

*faint

[@dessel5683]

@@icojb25 i edited it but i want you to know that nobody appreciates your comment

[@icojb25]

@@dessel5683 Apart from all the people in the world who think reading / writing / communicating accurately has any value (*feint means something completely different) ... but in any event, now that your grammar skills are a little better, perhaps you'll have some time to work on your personality (and manners).

[@axolteo]

@@dessel5683 I appreciate his comment.

[@Michael.032]

@@icojb25 Thank you for correcting the original commenter. I fully appreciate the effort that you put in

[@chriscomp20]

That birthday cake example is exactly why people love this channel. Knowing to quantifying something like that is special

[@kyrollos0208]

Indeed. Relating new knowledge to what we already know is a great way to learn new things.

[@PetoKhoueiry]

It’s so awesome your growing so fast your definitely gona be the next 100 million KZbinr great job Marc 👍👍👍

[@omnigut1]

*While showing pyramids being built* - "...large-scale cooperation with other humans." That's just the nicest most wholesome description of slavery I've ever read.

[@tibiecube]

I love that this video is not made around selling your new hack pack or crunch labs packets but instead just pure, raw science while sometimes talking about your new products, which is logical. I really missed this kind of content and I'm so happy to learn about science again!

[@joost00719]

Printing to the console at 9:30 is probably why it took a minute instead of seconds.

[@saitejageddada3109]

Do you have any sample codes project that do something similar, I've never thought about the it

Also rewriting from python to a compiled language can easily cut the time to 1/30.

[@joost00719]

@@saitejageddada3109 Not really. I mainly write enterprise software, which is more like "move this piece of data from one system to another system". Way different than what the guys in the video were doing.

[@ashlyneS]

It could be an async console write

[@Zanoab]

@@ashlyneSAsync slows things down when used during cpu intensive tasks because managing the queue takes time.

[@cloudsofsunset7323]

the way it taps on the piece... OMG CUTEEEE

[@scottbiggs8894]

But the robot can't pick up a piece that your little brother threw on the floor. No contest: humans win.

[@MatthewPlaysRoblox24]

Bro went from talking about a robot and jigsaw puzzles to human anatomy in like 30 seconds. Respect

[@katekat_yt]

and my short attention spanned self willingly sat and listened to it 😂 he makes learning stuff so much fun :)

[@shaunleusby1991]

Did he say chickens are mammals and have bones like us because evolution?

[@robbiehardy3228]

Chickens and turtles?

[@user-ox3lp9ts8m]

love human anatomy - best subject

[@Paintballman251]

I really appreciate the full write up linked in the description! I was really curious at the software aspect (as a a software engineer) so thank you for including a way for us to see the juicy details.

[@brinckau]

I can't find the link in the description. I see 9 links that are different things.

[@fahriagung-_.]

I'm amazed you were able to make 2 prizes while they were competing

[@monkeyninja-kr9wd]

1:31 ahh yes, my favorite mammal: the chicken

[@hmmm6200]

and of course, the turtle

[@that44rdv4rk]

I like turtles.

[@jampedalea]

I had to go diving into the comments to find this!!!!! Chapeau

[@ajreukgjdi94]

wellllll. If you want to be precise (read: pedantic), he never said chickens were mammals. It's easy to assume he implied it, though, but it's still just an assumption.

[@mrosskne]

​@@ajreukgjdi94he said all mammals, and then listed several examples that he thought were mammals.

[@SquidandCatAdventures]

I loved that line about how her family would still love her. Tammy was great in this video and it was cool to see Kristin Bell too.

[@Da-Sheek]

I like how you reconnect with the people you have interacted with in the past to use their skill sets. Jigsaw still required a human to unbox it and flip all the pieces upright and spread them out.

[@sangwookwon9643]

Impressed with the mechanical bits, not so with the edge matching solution.

[@infernalduddlive1615]

2:18 Mark, who are you bragging us humans are the only ones that will watch this💀

[@RvB_Fan_since_8]

5:13 it is absurd how smart that mf is

[@charleneadams1591]

So I was wondering.... Can you do a video about how thrust vectoring works? The engineering behind it, such as the mechanisms and how do pilots pivot thrusts from the cockpit. Ratio the advantages and disadvantages.

[@toschestation9416]

Its still super impressive that tammy managed on solving those corners of a white puzzle! I would be on the couch napping at that point

[@elishahodgson1635]

So glad go see Sean getting the credit he deserves! That guy is absolutely incredible

[@DarkHorseSki]

Now let's see this work on puzzles with irregular shaped pieces, OR the ones where EVERY PIECE is the identical shape! AND, just because your robot doesn't use the picture, I think you should have a picture based jigsaw competition against Tammy.

[@MrWimbomahadi]

the robot wont stand a chance with picture. tammy finished 500 pieces in half an hour. 1000 pieces maybe 2 hours max. the robot itself is fast, but limited by motor function. no matter what it will finished everything in 4 hours.

[@DarkHorseSki]

@@MrWimbomahadi Then it really is not, yet, the winner.

[@Australia_Ball0]

They should have used this for the cipher hunt ngl

[@gvlogs4290]

Never thought I’d be told that picking things up is actually incredibly cool

[@LittleLivCrochets]

I’m surprised no one’s talking about how mark literally crochets 😭 As someone who crochets, that is honestly amazing to know 🤭

[@KX36]

probably had a crochet robot do it for him off camera, and also a whittling robot whittle the wooden trophy.

[@BabyJesus66]

Cuz 90 year Olds don't watch KZbin

[@Louie-is-dummy]

Same here! It's like learning your favourite teacher watches the same shows you watch

[@erbz]

@@KX36 ya there's no way he did it that clean and fast LOL

[@eccentricOrange]

Hey, if Jigsaw is playing to his strengths (white), Tammy should be able to use hers too (colours/patterns).

[@joaquincarcamosaez921]

Would be awesome to see a robot that plays chess against the best chess player of the world

[@imaginaryblue6796]

How awesome would a video be of Mark making a robotic fish and taking the bait of random people in a lake and seeing their surprise when they catch a robot fish😮

[@ValeryValWho]

"my family will still love me even if I lose". That's so nice Tammy, that makes one of us!

[@laitran2217]

Probably my favorite video from you so far! Thoroughly enjoyed it, especially explaining the entire process of how jigsaw worked and the problems you encountered with the solutions to those problems.

[@Rhoda-mb8yk]

your videos are a breath of fresh air in my feed!

[@staiain]

congratulations on uploading in 4k finally!

[@Adwnpinoy310]

Big ups to Tammy. What a great sport and guest!

[@Nothsa]

Lmaooooo “No my love is very conditional.” I died lol 18:26

[@BlackbirdBuff]

Wrong time stamp it’s 17:50