Hello people of the internet, my name is Johnny and it's game theory time boys, another game theory on FNAF. This time it is on the upcoming game by Steer Wall Security Breach. I don't know what he's talking about here. I have a feeling I know. He's probably just going to predict the lore, the gameplay, all that stuff. I'm curious to see if the action figures are going to be in here, the figurines. Cause those were like just revealed so if he brings them up I'll be surprised. I don't know. I've known he's been walking on this for a little bit. I think he mentioned it in a past live stream. So I am curious to see what it's all about. So really let's not waste any more time. Game theory. I don't know what the title is. Game theory. FNAF Security Breach. I know the big twist. I think. Cool man. Cool. I wonder if he's going to talk about security goal, Vanessa and Vanny. I'm not going to get into it now because people get all upset if you bring it up. So let's just watch the video and see what it's about, okay? Like sub if you're new. We've got a lot of cool videos coming out. More game theory FNAF reactions in the future cause MatPat will never stop uploading them. So let's hop into it. Alright, here we go. Like sub if you're new. Let's hop right into it. Game theory. FNAF Security Breach. I know the big twist. I think. Let's have a look, MatPat. What do you have in store? Ooh, I like this. Uh oh, that's not good. A lot of hidden Easter eggs. Shadow Bonnie. Ooh, I completely forgot about Princess Quest, if I'm being honest. I wonder how he's going to interpret it cause I've seen a few different theories. Hopefully the volume's good for you guys. Purple guy. I see Spring Boy. Welcome to game theory.  Oh boy. Did you have a few massive announcements before we get to the episodes of- Ooh, that's right. The theory. The theory merch. The brand new livestream. Yes. God, I'm so excited for this. Dude. I've heard about this. It's going to be incredible. Yes. Cancel cancer. Let's go. Such a fun time. God, that's incredible. There you go. It's going to be so amazing, guys. It's going to be so amazing, guys. Oh. Awesome. Darko and DJ store for there. I'm guessing there's going to be some finnaf segment. Ooh. Back at it again. Back at it again. Again? Whoa. Again? Yo. Ooh.  I know that this one is a few weeks away But please please please mark your calendars and yes if everything goes right it should be an incredible day Of joy and celebration in a year. That's otherwise been really rough. Yeah come take a break with us Come support a great. Oh, and i'm so excited. It's gonna be such a great day Speaking of partnering with scott coffin the new merchandise available right now. I already bought some fast coins boys I got like three keep you all snuggled and warm for the holiday season that includes some amazing winter goodies like this Cool You're doing your new 500 piece game theory puzzle. Yeah, that's right. We made an official game I'll be honest.  I didn't really take a look at the game theory merch Mainly just the FNAF merchandise Jacket for anyone who likes more of a female cut item and uh this actually the thing i'm wearing right now a red Vegan leather jacket, which is probably my favorite pet. I've ever built Matpat cosplay coming in the future It's literally a stitch by stitch. I took my favorite red jacket of all time the the red jacket That you've probably seen in countless other videos and I rebuilt it to be this new thing That's cruelty free and with a lot of additional details that i've always wanted like uh like this pocket right here It's called a media pocket for things like your nintendo switch or really tell me more matthew Not everything is going to be so cheery and bright this year friends because there's a dark twist to this merch launch Yes FNAF it pretty fazbear himself The first one Oh, wow I'm also really proud of this hoodie. I helped to create based on that looks cool low paying security guard position at your local pizzeria So may your days be merry and bright and FNAF at Freddy's Anyway, like I said links the ARG was so fun. It's such a great time You might be able to tell between planning the live stream and working on the merch. There has been a lot going on And in the middle of it all more FNAF Very God he hasn't talked about that yet.  That's awesome. Well done Really really well deserved now based on the trailer looks like we'll be trapped inside of a Freddy fazbear's pizza plex mega pizza plex three stories She's teased twice in the trailer once via a bunny-shaped shadow in the opening sequence and I think I'll jump into it Now we've suspected for a while that she's coming via teaser images on scott's website merch leaks easter eggs Oh, is he gonna say that she's already here before in past theory? I wasn't that one I wanted to look closer at today is her backstory and her relationship to glitch trap because I don't like eolus glitch trap We honestly don't know when it's coming out. We thank you Matthew a ton about this new character In fact true to scott's style of storytelling We probably won't get that much of a backstory for vanny in this new game I don't know if you've noticed this about scott's games, but important story, but I'm curious to see Around the games rather than in the games. Let me explain with an example If he talks about venessa and vanny being maybe being the same You see that she gets puked up into a sewer fast forward to fnaf 6 and there's suddenly two separate entities again Scrap baby and molten freddy to 99.9 percent of the players You would have no idea how or why that would have happened And I can't blame them because the only way you would know that baby got voted out of the The source code the source code on scott's website as well as a separate Oh my god, the good old days just goes to show that when you're talking about fnaf Hey smash like if you remember fnaf1.com I think vanny is already getting treated this same way Yeah, I mean there's conversations in the source code The big twist reveal about vanny's true nature has already been laid out for us It's kind of my job I god damn I hate when stuff like this happens 12 games billions of books It's like how many fnaf games are there well How much time you got You know, it's fun Same Yes Game has been stripped away gone as the intro sequence gone are some of the game modes But most notably gone are the hidden cassette tapes that tell is he gonna say it's a prequel I know that was a popular theory 16 of those hidden tapes in the original game Ininvertently assembled our latest villain glitch trap piece by piece and that's his official name now He was able to capture us in the game and presumably escape back out into the real world How you doing all gone now in the mobile version in its place though Maybe something bad a princess quest It becomes clear that this mobile port is more broken than fnaf world one point. Oh got textures glitching out Oh come on main hub and in the various. Why you gotta do fnaf would like that These are intentional effects and by zooming in and tapping on them repeatedly. God. This was annoying I can't say exactly what I did to do it. I just was there a long time pounding I was there for like 20 minutes eventually fades to black and suddenly you're presented with everyone's favorite part of the series An 8-bit minigame with rudimentary gameplay steeped in symbolic. Yeah Let's go, baby. Let's go 16 bit at this point, but still we're told that this game is called princess quest with you playing as a little girl Lighting torches to unlock doors and running away from glitching bunny people You don't say Through a ruined castle in cemetery you eventually unlock a long corridor that leads to a final lantern and no points If you guessed it glitch trap himself the screen goes down Now this seems fairly self-explanatory right it's a reference to glitch trap in a game that had to eliminate him But it's the details here that really matter not counting the torches in front of the six gravestones Which are very clearly references to the original five missing children plus the child who possesses the puppet There are 16 torches in total for the princess Oh god, I never counted the torches Oh the tapes Boys I never noticed that never counted the candles Oh god this damn dialogue box And these are right here. It's actually a letter substitution code that spells out everyone's favorite phrase from the card I always come back Best impression ever God this was such a interesting time Learning that he's still there And do some audio trickery by doubling the speed and then reversing it we get this I still don't know how I feel about glitch trap having a voice.  Secondly, though, what princess quest that's a smash the origin story of killer vanny vannessa in the original game Let's go, babe. Let's go sometimes encouraged us to collect the tapes and sometimes didn't but here we get clarity on the whole story Vanny is the princess with the lantern. She collects all the tapes pieces Whatever and gets taken over by glitch trap. This all confirms what we were speculating about I wasn't that one. I wasn't that one. I wasn't that one No, was it this slow in game? I don't remember being this slow. There's also a conversation currently hidden in the source code of scott's website Except here you see both sides of the conversation stay the course I will don't let me. Hello, vanny. I want have you selected one. I have the one that Matthew your voice sounds very interesting Oh, hey Be still. I think she's found us I don't know if they just added that in post or if matt is going to mention the figurines I'm very curious Well, no, you see in the last year. There's been one final source of information about vanny. Oh, please don't talk about that A game that I've largely ignored up until now. Thank you augmented reality game special delivery If you haven't heard about this one Basically, the concept is that animatronics get shipped to your home. So you'll have yourself some new friends Yay For your life against a malfunctioning robot is probably still better than trying to hold a normal conversation with a living human being I think I've been dancing around this one just because the possible canonicity of characters like shamrock Thank you According to underscore, they're all canon My boy my boy No, no, please. No, I can't there's so many they're all unread For your eyes on one side We have ourselves the story of a company working on behalf of fazbear entertainment to disassemble old animatronics And scan their circuit boards into their computer system and just like tape girl warned us about back in fnaf vr This causes a virus to spread through the system Whoopsies emails turns out that wasn't a glitch We released a virus when we scanned that last circuit board. It's spreading really fast We're gonna need all hands on deck new email. Hey, jim. Just checking in I emailed you earlier this week about a virus caused by one of your circuit boards Which is currently spreading throughout our system and causing serious problems. Please contact me asap. Thanks best Steve And to me it's especially interesting because I think it helps explain something that dates all the way back to fnaf Let's hear it recently in the series. We've learned that the fnaf games are canon in the games. Oh, yeah I can't I totally hate it when that happened. I'll be honest I've gotten some video game spinoffs Not necessarily the fnaf games that we know and certainly not fnaf world since everyone including scott wants to forget that one But games inspired by the legends of the aftertaste. I'm sorry spring traps will avenge their entertainment as a cover-up Hire the game developer those indie games were designed in elaborate cover-up. I remember the tapes It's an elaborate cover-up a campaign to discredit everything I think we've played those games They're the eight-bit mini games from fnaf three Really bb's air adventure chica's party and stage zero one Heck they might even include the take cake give gifts etc mini games from fnaf two Those are the games being referenced in the games I mean they even have those sorts of cheesy titles that would come with cheap atari style games of that Whoa, were you trying to say about mangle's quest? Why am I talking about now because of glitch trap? It's easy to forget but the last mini game that you have to play in fnaf three features a glitched out bunny hopping That didn't even mean to put the pun there hopping between the various mini games But that's a is the first appearance of glitch shadow. It's aft in spirit trapped inside the circuit boards of these retro games That's not an escape an escape that doesn't actually get realized until he's scanned into a new modern computer system meant to produce fnaf vr Now admittedly, this is a bit confusing when it comes to the timeline We know freddy fazbear's pizza was founded in 1983 as we see from the vr coins and help wanted in fnaf one phone guy tells us that the animatronics have been around for 20 years That puts fnaf one in 2003 not 1993 like I previously thought and based on the official description for fnaf three fazbear's fright and the discovery of spring trap all happened 30 years after the closure of freddy's making that one roughly 2033 now we have no idea when and how I'm still trying to wrap my head around the stage of one thing. I'll talk about it later But if this company is literally opening animatronic suits sent from fazbear Entertainment and scanning the boards as implied by the emails. Are we assuming that they opened up the spring trap suit? Completely ignored the dead body inside and scanned it just doesn't seem likely to me is the fazbear entertainment Rescuing the board after he was burned to death in fnaf six. It's just odd This is why I don't like to talk timeline with this series anymore To me the simplest solution here is that William Afton's soul is just in multiple places at once Split like a harry potter horcrux. Yeah, it's like the horcrux He's split between suits and circuit boards and one of those iterations is glitch trap stuck in the area of pain codes until he's eventually released But reminding all the way back to fnaf special delivery. There's a separate and related story happening in the secret inbox between Lewis and his fellow employee. Let's go Lewis, man Yeah, we've been over this Matthew Is acting weird and louis the it guy is honestly acting weirder because he's creeping on nas Here's a few highlights from these emails. Hey nas. It's no big deal But I wanted to reach out off the radar and remind you about the company policy about personal internet usage Certain words and phrases trigger red flag reports So your last order got automatically sent to me. Basically anything mentioning torture is going to raise the alarm If you have any questions about the policy, let me know we could even get coffee or something Lewis stop it and now I've raised my own red flag. Yeah Stop Hey nas, I wanted to see if you're doing okay I appreciate your taking my advice about red flag search terms If I thought I'd have to file an incident report on you. I think I just have to quit instead I was a little worried. Maybe something is going on with you one day You're researching flowers and the migration pattern of bees fascinating, right and very you type in How far can a human being be cut in half before losing consciousness? I figured maybe you're writing a screenplay or something always here if you need me screenplay This is the finnaf movie actually guys But the sentence how to induce compliance in human subjects how to induce self-compliance did actually get my attention I think the answer might involve chocolate chip cookies. Stop it I also thought it was strange that these were immediately followed by searches that couldn't possibly have any relevant answers for you Did you search for help by itself? Anyway, my offer still stands if you want to go over the company policy I'm free any day after work. We could grab dinner. Lewis. You gotta you gotta stop Oh, Lewis when you say stuff like that it makes me But hr violations aside these conversations tell us a lot about banny's mental state She is sharing control of herself with glitch trap. That's why we get references to her searching the internet for help me It's part of her psyche crying out for anything anyone who can save her anything that'll provide an escape It's also why it's so important that lewis calls out the searches for inducing compliance in human subjects and inducing self-compliance that is glitch trap Searching for a way to gain complete control over banny over her psyche This further confirms something that we talked about my last theory Man remember when scott is voices dot com back in july, I think was our last one But a part of her is actively fighting back Has it in to do what he asks which makes me think that in security breach We may be able to save or redeem in fact knowing that may help us out with the gameplay Maybe it's a secret or a true ending condition. That's my good man. I think To be the big twist that awaits us in security breach Wait, wait, wait as I finish this video. Oh, please talk about the thing. Yes Drop with important lore reveal. So let's just talk about these real fast. Thank god Gregory hiding inside of freddy definitely looks like my idea about gameplay being a version of hide and seek is Absolutely confirmed or maybe Gregory is just piloting an 80s era bear shaped No, I can't know As for the other statue that just dropped looks like Let's think about it. Let's take a page out of the afton playbook the classic security guard by day and serial killer at night So matt thinks that they're the same interesting Is she gonna remember it? My guess is no. I think it's gonna be a classic case of jekyll and hyde See, I guess we're just gonna have to wait and see what it is I hear that some big things are coming to this franchise before the end of the year And I'm not just talking about all the way you You hold the frick up matthew But hey, that's just I hate that thanks for watching Okay, so Huh Something big is coming Demo maybe maybe they're gonna show it off during the live stream. I don't entirely know I want to quickly go back to my thoughts on shadow bonnie being glitch trap because at first I was like wait, no shadow bonnie is um Shadow bonnie not glitch trap, but then the more I thought about it the more I was like Oh shadow bonnie purple purple guy, you know in the minigames the Color purple is used to represent shadow. So I guess that makes sense um shadow bonnie being glitch trap which might throw some Wrenches into the lore of the books because I know the books talk about agony and the shadows and all that stuff I haven't read that story. I don't even know which one it is, but It's interesting. Okay, um I'm very excited for the live stream on the first of december. I'm very excited to see What man is talking about with this big news coming out before the end of the year I don't know if he has insight with scott because clearly they have been walking together on The game for the stream and also the merchandise. So I feel like they've they probably talked a bit about What is coming? So yeah, that was security breach. I know the big twist. I think um Interesting again, I think Game theory has taken a interesting turn when it comes to finnaf game theories because mostly it's just Restating things because at this point no one can keep up with the with this damn franchise Um, but also throwing in theories in the middle and the end in between thoughts So I I do like it.  Um So yeah, that was the video very interesting very interesting again. Thanks for watching I'll see you all on the flip side. Don't forget to like and if you watch if you've watched till the end And you're new I mean obviously you enjoyed it. So subscribe for more game theory reactions in the future And I'll see you all on the flip side. Think about it said that who cares goodbye Gregory be still I think she's found us


It's ridiculous. It's just fish. They're only fish? So this is where the law is stemming from? It's going to be a $5,000 fine. So just letting you know from May 21st onwards. Whatever. How are you, buddy? Have you caught anything today? Pufferfish. Pufferfish. And what did you do with them? You threw them back or you keep them? Throw them back. All right. Well, I'm Chief Animal Sentience Officer. There's been new legislation passed on the sentience of fish recently. So they're going to start enacting changes, starting with this whole coast. So there's a designated area. So they're going to start protecting fish based on their sentience. Do you know what sentience is? Well, fish feel pain. They suffer. They have a nervous system. So the animals in these waters will start to be protected because hooking them in the face and dragging them out the ocean is proven now to cause them extreme suffering. So we like to put it like this to fishermen, like if there was a dog and I put a smacker on the end of a hook and I caught the dog and dragged him into the ocean to drown him. This is the same feeling that the fish gets getting suffocated out of the ocean. So we're going to let you today off because we're actually just letting people know about this. We put a massive post out. There's been media about this. I don't know if you've seen it. No? Okay. So very soon this place here will be protected animals. Well, you can't fish here. That'll be enacted in May 21st. May 21st? Yeah. So just letting you know that you won't be getting fined, but from May 21st onwards, there'll be a fine for causing pain and suffering. Yeah, a very hefty one too. Well, they'll start off at 5,000 and then if it happens again and again, we're going to treat it like dog cruelty. Okay, so just letting you guys know about that. What do you think about that, buddy? Do you all explain it to them what I was saying about fish sentience? Yeah, so I'm a Chief Fish Sentience Officer and we're protecting the fish in these oceans. They're starting off here and there's a big designated area where all fish will be protected. They'll have rights because they feel pain and suffer.  Huh? Sorry? No, this is for our own protection. We're doing this because fishermen have known to assault us.  But when we start to protect the animals, you know, they feel like they're getting their hobby taken away. Yeah, look, we don't want anyone getting a $5,000 fine. You know, like, I don't want you to. And if you didn't know, like, we put out enough media, but it should be on channel 10 before the 21st anyway. So we're giving you the, you know, the courtesy of letting you know. All right, no worries. Hey, buddy, how are you? What's up, buddy? Are you with the council or waterways or something? Animal Sentience Authorities, yeah. It doesn't matter who I ring and dub in. I'm a scuba diver. We've both been scuba divers. Yeah, what's going on? There's people fishing from this platform up here, and it says no fishing. Come take me, I'll have a look right now. Sink is in their face. All right. I've got three buckets of sinkers that big. So they're snapping line off in the ocean and they're harming the fish. I've had divers free of fishing line. It's not good. Okay. They might not be fishing, but there's a sign there. Yeah, yeah, yeah. Well, this is all protected waters as of May 21st. Mates and I have freed, have freed eels, turtles. Yeah. You name it. So this is why we are reenacting the legislation for fish sentience because they feel pain and suffer. Okay. When we got here this morning, there were four blokes. Four blokes here. All right, we're going to take some photographs. And that sign there, you read that sign, no fishing from Platinum. Well, it'll be no fishing all the way up this coast soon. See, I rang, I rang fisheries and they said it's up to the council. I rang the council and they said it's up to waterways. I rang waterways and waterways said it's up to the council. Everybody's passing the buck, no one wants to know about it.  Well, we're trying to do something about it today about fishing, for sure. Have a look at the sign here. Yeah, yeah, yeah. We'll definitely, I'll take a photo of that. No fishing from Platinum, up the top. Spear fishing prohibited yet, so we understand. I've never seen people spear fishing, but there's regularly people fishing off this coast. Well, what people fail to realise is, it's not just the fish that they hook in the face, it's the, all the by-catch from the fishing line and the hooks that get caught in the other animals' face. Well, just a few weeks ago, there was a flathead down there, obviously a female, there's massive flathead down there. On what they call the short pipe, which is that thing. Yep. Right, it goes out there. And fortunately, unfortunately, fortunately, this flathead had a big sinker and I was able to grab the sinker, grab my knife and cut it off for him. Good work. Still had the hook in its gob, but, you know. Yeah, you did what you could. It took off, that's it. Yeah, we need to prevent this from happening. Thanks a lot for letting us know, mate. Appreciate it. Hey buddy, how you going, mate? So what are you targeting here today? Anything I can eat. Anything you can eat? Yeah. So I was just talking to the gentleman down here. There's been new legislation that will come in on May 21st. So I'm the Chief Animal Sentience Officer from the Animal Sentience Authorities. And these coasts here will be enacting new legislation on the protection of sea animals. Because there's new study come out that shows they have a central nervous system, they feel pain and suffer. So when we're dragging them out of the ocean and he was dragging a puffer fish out and then throwing them back in, causing extreme pain and suffering. So we like to use the analogy about the dogs. So if there was a dog here, we had to say a doggy treat and we caught the dog and they were stunned and then we dragged them in the ocean to drown them. It's the same feeling for the fish. Okay, this is what the study found. So we're going to let people off with a warning today because they don't know. We've spread it across the media. It will be on channel 10, I believe, on the 19th of May just leading up. But we're going to start enacting it throughout this coast. This will be the testing grounds for it. But we're trying to raise the awareness to the public about the fish sentience, see animals feeling pain. And the fines will start at $5,000 from the 21st of May onwards, 2021. All right? Yeah. So what is the goal now? Is it car fishing or what? From May 21st, the animals here will be protected. Okay, it doesn't matter what species. You said you can't fish anywhere. Sorry? You can't catch any fish. From May 21st onwards. Really? Yeah, fish feel pain. They suffer. Okay, we're starting to protect the sea animals here. Okay? And not only just the fish he's targeting, but the lines that snap off. Okay? They get caught in turtles' faces. Okay? There was a flathead down here. Just a gentleman told me how to hook and a sinker in their face swimming around. If you can imagine how painful that would be for the animal. So we don't feel like this, this is a hobby that people do. It's a hobby. It's a pastime.  Okay, I can't even eat them.  Yeah, well, you know, we also believe that because they have consciousness that you're taking their experience of life. Are you saying the boats aren't allowed to fish either? No, no, no. Because they dragged them up the rock. No, no, no. Well, these boats here, the legislation will be enacted on to those boats as well. From May 21st we start.  It's just fish. They're only fish? They're only fish. There's a study that just recently come out. I don't know about it. You don't want to? Okay. It's the stupidest rule of the world. Well, you know, we protect dogs. We protect dogs with dog cruelty laws. It'll be an off... It's the fish, mate. Millions and billions of dollars. They feel pain the same way dogs do. So this is where the law is stemming from? It's going to be a five... It's just a joke. It's a joke. It's going to be a $5,000 fine. So just letting you know from May 21st onwards... Whatever. That's a f***ing joke. No. It's not a joke. They feel pain. They feel pain and suffer. New study. Yeah, of course they do. They do. They're like a dog. So what? If someone was torturing a dog, we would call the RSPCA. You know what I mean? I don't know. I'll be a f***. I understand your anger, but we've got to think of the fish as well. That's all. Think of the sea animals as well. Yeah. How you going there, bro? What animals are you targeting today? What sea animals? Fish. Yeah. We're just letting all the fishermen know along this coast that from May 21st, we'll be enacting a new law on fish sentience. So I'm from the Animal Sentience Authorities. No, no, no. We're a subset of animal protection agencies. Okay. There's a new study on fish sentience, meaning they feel pain and suffer. They have a nervous system. So off the back of this study, we are going to enact a law starting from this coast, and then we're going to be bringing it into all coasts in Australian borders. Okay. We've released media. It'll be on channel 10 on the 19th of May, but the law will be enacted on 21st. So all the fish here will be protected based on their sentience and consciousness. Yeah. Sorry, bud. Animal sentience. Spear fishing where? How far down? Whereabouts? Up there, yeah. Okay. So we're just letting you know it will be $5,000 fine from May 21st onwards. What? Fishing here? $5,000 fines we'll start at from May 21st onwards. All right. Animal Sentience Authorities. Okay. ASA. No worries. So we're stopping everything? We're starting down this coast, and we're going to move along coasts from Queensland downwards. We're sort of, this is the test waters. And so it's sort of like when we bring out a study and we base the law off it, we have to bring it out, test it out with the public as well. We're starting off here, but then we'll be moving along. Anywhere else in the broboard? It will be about 2Ks that way, and another 7Ks up this way. Ouch. And there's about 12 of us out today all along the coast. So who's spear fishing? That's obviously already illegal here, but yeah, spear fishing is already prohibited. Okay. We're just saying May 21st onwards, animals in these waters will be protected. All sea animals. Because of a study that we're basing the law off of, fish sentience, they feel pain and they suffer like a dog does. Okay.  So we're enacting this law, nine kilometres of this coast. Okay. There'll be no killing of sea animals along this coast, hooking them in the face causing them suffering. So from the 29 kilometres, and then we're bringing it, we're going to slowly, incrementally bring it in on all coasts of Australia. Okay. Be on Channel 10 News on, you can look out 19th of May. Okay. Fish fill pain, they suffer, they deserve the right to not be abused. Okay. $5,000 fine. It starts on May 21st. Okay. You can get a vegan burger, you can find vegan food. Pretty easy. Look pretty privileged here, you're not starving and having to hunt or anything like that. So you can make that choice, but when you don't make that choice, you're choosing to abuse animals. Yeah, I guess. And let's just say we could sustain torturing and killing animals en masse. Would that make it morally justifiable?


We have three Linux machines inside virtual box the client the router and server and They set up in a small internet and the server is set up to be running the Apache web server So has a website on it the default Apache website We're going to use the client as a web browser and explore how we can Modify the host file to give some fake domain names just for testing purposes So I'll go to the client and In terms of web browsing on the command line I'm going to use links as my web browser, which is a text-based web browser and Access the server which has IP address <IP_ADDRESS> So this should take my client to the website of the server in this case and we'll just Press enter and we see at the top. This is the Apache 2 Ubuntu default page So this is provided by default when a patch is installed on the server. So this is the website and I'm going to acute quit. Yes, I'll quit now we don't have a domain name for our web server and We're not going to set one up this stage because in our internal network We're not going to go to the complexities of having a DNS server or registering a real domain name but sometimes for testing purposes, I would like to Give it a domain name so instead of having to type <IP_ADDRESS>, I'd like to type in a domain name and In the host file, I'm going to show that the host file inside a Linux machine it contains local mappings of Names including domain names to IP addresses and In my host file, I have a mapping which I've put in there before that demonstrates that if I want to go to If I type in the domain name www.example.com It will take me to the address <IP_ADDRESS>, which is that of the server Let's just try that so the idea is if I now type in via my browser links I want to go to example.com then It takes me to that same Apache 2 Ubuntu default page. It takes me to the server website to you to quit that Because what happens is that I supply this domain name and what my DNS client does is it looks in this host file to see if there is such a domain name And it finds on this third line There is a domain name that matches that and therefore it says contact the IP address <IP_ADDRESS> if there wasn't a value in there Then for example, it's not in the host file Then it uses the real DNS system So if it's not in the host file and that's just some cookies that links is asking me about Then it does a normal DNS lookup goes out to a real DNS server and finds the IP address for www.google.com From from the real DNS server and eventually redirects me to the real Google web page I can queue to quit so By default what happens that the DNS or the DNS lookup first consults the ETC host file If there's no matching there then it consults the real DNS server How do I know which real DNS server? There's a resolve.conf File which keeps track of the DNS servers or the name servers listed here So my real DNS servers. I actually have three configured 138 77176.10 and these other two Noting that this file is generated by some other software in the background. We normally would not modify that that's the resolver software so again When I supply a domain name to a client such as a web browser The host file is consulted if there's no answer there then the DNS server One of the DNS servers is consulted and we get the real IP address That allows us to put any domain names in the host file so Once again, if I access Google I get eventually accept the cookies and I get the Google website and I queue to quit now if I edit The host file and we need administrator privileges. I'll open it up in Vi so we sudo vi and If we insert a new line saying Read this backwards the domain name www.google.com Maps to the IP address 192 168 2.22 that is my local server Then when I try to visit Google.com I should be redirected to my local server We'll try that escape and save Now I'll do the same access the Google website and it takes me directly to my Local server showing the Apache to Ubuntu default page This is because the first check is done inside hosts So now my client thinks that www.google.com is actually my local server and it's a way for me to use that domain for testing purposes and For do some simple redirection Noting that the host file is local to my machine All right, so whatever I put in here is only relevant to my client if I then go to let's say My router another Linux machine I have which has a different host file if I Try to access a right ping Google Then it will go to the real Google website So the host file is only for making changes local to the machine So it's no good for setting up domain names across a network. It's just internally to that machine and Just the fear I'll go back and edit my host file and Delete that line Save and now I want to access Google.com Since there's no entry in the host file It should take me to the real Google website because my real DNS server is consulted to get the answer so use your host file to test different domains when you have a local server and Maybe to do redirection if you don't want to go to the real website


The vocalist, how are you doing, was reading news about climate change. Is it really too late to reverse climate change? And why do you think is the government not taking this seriously? I think the government's taking this seriously. I think there was a Pentagon that released a report saying that climate change is one of the biggest threats that the United States faces. And this report came out I think 15 years ago or so, right? So they're taking it seriously, but the everything that's being passed by centralized governments to deal with human impact on the environment is garbage, right? They're not really dealing with it. They're collecting more taxes.  Just imagine, just imagine, right? People are sitting there.  They'll save us. Talk about Stockholm Syndrome or what? It's insane, right? It's crazy. The first thing you have to do to want to improve the environment, to improve climate, hold corporations accountable. Really, no corporations are held accountable for the devastation they unleash under the environment. They're not, right? Meanwhile, they want to come and tax you for driving an extra kilometer. Really, that's the insanity of it. We need to decentralize from these psychopaths.


So why don't we Open up to some questions because you all heard the the speech we just put in place I'm hoping this time unlike our mental health speech That you actually heard me and not just interpreted so we'll open our team is here and You could ask any questions you want from me or the team about our gift stuff bill report governmental entities and What have you done so far to kind of secure those There's a combination there things that as in any Holistic full government approach to dealing with a major crises There's a combination of reflection on what we could do better and what we want to do in change And there's a combination of what our partners can do on the federal as we deal with Vouchers on the state as we look at incentives to build so there's a combination this is a full government approach and We're gonna look at our house first We're gonna look at our house first on what we must improve and do but at the same time of There needs to be a partnership in doing that and thanks for handing me this you know this stack of papers here Think about this for a moment. This is what it takes to get it done People are reading through 50,000 pieces of paper To actually get housing built in our city. It's antiquated is Counterproductive and we have to face it head-on and that is why we are putting this Report together and calling on the full government report response. So it's a combination that we all have to be a part of this More expensive We hear them and you know as I said the great philosopher of our time the rent is too damn high And it's not only high for low-income New Yorkers is high for middle-income New Yorkers It's high for the full-time employee at McDonald's where He and his wife are working full-time and now they are not eligible for low-income is high for them And so it is imperative with our call of a full government approach to have this moonshot moment of 500,000 homes it is low middle and market rate and the goal is not to Displace and I think reports are starting to show that development does not have to be displacement It's not about removing long-term Residents from their communities but allowing them to be part of the development of their communities not only in housing building the housing Making sure that they're part of as communities evolve. And so we must ensure that we must put safeguards in place to make sure that people are not displaced and There's roles that the district attorneys can even play for those who try to illegally Evict or damage property to get tenants out and that is what a full government approach is And so I say to them we're going to keep the safeguards to make sure they can stay safely in their communities It seems like a cornerstone of this plan is to streamline the input process the community input process Do you see it has a barrier that there is too much input on a lot of projects now? No, there's nothing is planned as streams of streamlines the community input process. That's very important What it is saying that? Pre-process Where it's just it can take up to two years We have a pre-processed before the process and throughout the years We continue to add on new bureaucracy and new layers until we started out with probably with one ream of paper You're going to be in the photos We started out with one ream of paper now we have this I mean this has to be unacceptable to everyone So we have to get rid of this using technology You do use it innovative ways to cut this down so we could go from the ideal To the actual ideal environment of someone finding housing, but we're not taking away the community input process Are essentially fill vacancies that already exist in a lot of these agencies. We've talked about the financial issues the city's facing We've talked about the staffing issues. How do you reconcile those with this very personnel heavy approach here? You know and that is something that has been Consuming a lot of my time for the last two months One I believe that we have to have outside eyes look at how we function as a city and All of these processes you can't have money Ideas but the ideas are getting caught in the bottlenecking of the system And it's no excuse to me that we don't have enough manpower. That is not an excuse The new norm is of that they're going to be Challenges on staffing up even Brad did his report of that we have an eight percent vacancy rate of In the city he missed that he has a 14% vacancy rate in the controller's office That was not included in his analysis But that was with all of his work for homes all of his remote work all of his modifications He still has a 14% vacancy rate There's a challenge and so what I'm saying to my leaders that are behind me We cannot have a reason for not reaching these goals Because of the existing circumstances that not only post-covid created, but just a new norm. We have a national Worker workers shortage problem every company I speak with no matter where I go across the country They're saying the same thing So now it's up to us to adapt to this norm and come up with innovative ways of getting these projects through not been meeting with companies corporations and other individuals Who are saying? we are using antiquated methods on Producing a better product and I truly believe that the mere fact that we don't have competition as a corporation Has that there's no real incentive to modify government to produce a better product and create a better customer Government customer experience and we're focusing on doing that You can probably save a lot of paper My second question is List a number of 50,000 apart housing units I'm just curious as to how that number came to be Because I don't know the background of how that was estimated that when this is sort of moved away When these regulations are lifted or what and change that that's the number we'll get to I'm sorry you said you said 50,000 or 500 It's 50, what's up? What's up? What's what's what's what I'm sorry, which one you be talking? So as the mayor said we're trying to go from a system that is based on paperwork To and one that's based on process to one that's based on Progress and so if we enact all of 111 reforms We cut the time in half for a project to get from environmental review to actually permitted With people in them and we're saving about two billion dollars What that unlocks if we can build as fast as we want to through this plan are 50,000 additional new homes over the course of the next decade So those are 50,000 homes that we otherwise would create after a decade because our process is so slow and Costly and frankly a little cop to ask and that's what we're trying to change The regulations unlocks the money that will then fund 50,000 additional the regulations a lot of these projects are built of course by Private developers not for profit developers MWB ease it would otherwise take them If it takes them six years to get a project from start to finish our goal here is to cut that in half And so that means those units come online for New Yorkers 50% faster and that's an additional 50,000 within the ten-year period of new homes that we've added to our housing supply Which one was that we Oh, okay. Yeah, I'm happy to do that. So 500,000 it is a moonshot I believe we can get there as the mayor said we added 800,000 people to the city in like the last decade only 200,000 new homes So how can we not just recover from this pandemic but prosper into the future and meet both population Economic growth if we don't at least double that so the doubling of that The 500,000 is the moonshot that we are putting out there and it is truly a call to action and to get there We need to build faster, which is the blast report. We need to build everywhere all of the work on land use and zoning and We need to build together Which is why we're calling on our federal and state partners to join us and city council, of course to join us in this effort And you and you know Kate You know and I say to the team all the time I don't know if he said it or if it's attributed to him Henry Ford He said if I would ask people they would have told me how to build faster horses and he was thinking about a car We have too many fast horse thinkers We would have not have known that You know, we would have had this thing called zoom if it wasn't for the pandemic We would have not have known you don't know your full potential until you're faced with real challenges and we cannot say that because of You know the large amount that of you know was too hard to do so that's just not how this administration operates We we have to push ourselves. Here's the challenge now Let's become creative in reaching the challenge. That is just how we operate We operate with give us the challenge and we're going to push ourselves to get to the challenge We need 500,000 units of we need housing, you know We we have all these New Yorkers that have come to this city and then when enjoyed his city These are the numbers so we have to reach the numbers. We can't just ignore it The problem is not going to go away just because it's hard That's just not how this administration operates. We want the hard task Yes Or a period of slower growth Are you do you see there if there's a way that the state legislature can revive Do you need it? Well, in part of the the report that we have here Points out that we need the legislative body to look at incentives To repair Existing properties in housing and to incentivize building more houses that is part of the component It goes back to Mike's Michael's comment of that. This has to be a full government approach So we need to find ways whatever the hurdles were with 421 a 421 w Whatever those hurdles were let's find ways to get over them so we can incentivize Private industries building and even our faith-based leaders that we are partnering with to build as well No, not at all particularly with the smaller units, you know, we have to constantly ask ourselves Why are we doing something? We know the smaller? Development units are not impacting the environment. Are we just doing it because it feels good and it's a good sound bite No, we get to stop just doing things because it sounds good or feel good It doesn't have a major impact and that is what we're focusing on when it comes down to those environmental issues Yes And we and we laid out very specifically, you know, when you read the report you're gonna see some Specific items that we laid out on what we need both from the council or from Albany and what we have to do here It's not only what the federal government Albany and the city council, but we have to do a reflection on ourselves We have to say what can we do better, you know, and in getting this done And that's why we we put in a challenge here So it's a combination and it's all laid out here in the report to say specifically what we need from each one of them The ghost You say the ghost apartments help me understand Well, I would need to drill in to find out exactly what they are and if they are illegal Everything a combination from the Department of Buildings to our human rights. We will focus on any illegal Converges that any illegal housing in any way people are preventing people from getting Deeper Well, you know, there's there is an interesting dynamic that is happening around Employment and jobs as you stated we focus on on jobs creation We are moving and we were moving in the right direction and we got to continue to do so in every day new industries are opening Our startups are growing here in the city of the more we increase our tourism potential It's going to open up a major job employee employee Market we are in a very unique place around employees being number one in workforce and number two of doing remote Working we're going to continue to do the things that have worked for us and continue to grow our employment pool in the city Is this how In concept But you know, I'm always concerned about public safety I want to be clear that the bill reach the exact desire results. No one should be denied Housing based on their records, but I want to make sure residents in Apartments in buildings and rentals in the small units that they get to protection that they deserve I am focused on I'm a big supporter of the Having a look back period of to allow a person to clean their record There's some bills in Albany that's doing that now, but I am just not a blanket support of it I want to make sure that particularly those who participated in violent crimes We need to respect the safety of people who live in buildings and sometimes we ignore that and I don't believe that Traction wanted to see what you think of that idea of reparations of looking back I support it. I think it's long overdue of You know there I think we need to zero in on some of those corporations and companies of That the foundation of their wealth came from slavery and I commend those lawmakers in Albany that are Looking at this because I believe is long overdue is something that I supported of for many years So I will say around about 30 years I support it that we need to look at this country was built on free labor and We are who we are because of that free labor and that free labor destroyed the foundation of African-Americans that worked on plantations made cotton king of Tobacco industry many of the banking industries a lot of these industries are where they are because of it and government has an Obligation to deal with that and I'm 100% support of what they're doing Let's peel that back the latter part of your question. No not rethinking the second part The first first comment. I'm criticized all the time part of the game but I turn out to be right many times and We were pointing out the affordable units many of the Advocates professionals and people who analyze affordable houses stated when the big problems that we were making is counting units Not ensuring the affordability of it and actually people inside the units. We said we're not doing that Our success is not going to be based on the number of units We had but how many people we place inside and how affordable it is the call today of that a 500,000 moonshot is saying Not only affordable not only middle income, but even market. We need more housing We don't have enough housing to fit the population that we have Well, there's a predetermined amount of time for community boards for community input for borough president That's a solid amount of time that it must go through the process that Pre-conditioning which is an open window is really problematic And so we want to put out a very loud and clear full government approach to this by telling communities as we indicated in the speech Today of that we can no longer have the thought process not on my block not in my neighborhood not in my community We have to say we must house all our neighbors neighbors And that must be the full approach and those communities who have historically stated They don't want any building in their community We have used different methods to keep people out. We can't do that anymore Yes Are you guys going to be asking them, you know, how to better mitigate the situation at your bedside pad? All over the city all over the city. I think that I'm not sure what you live at, but I'm trust me you got rats You know, don't think don't think for one moment that you are excluded, you know Up the east side up the west side, you know rats are everywhere.  Let me tell you how scared I am of rats. I spent seven thousand dollars to get rid of rats That's a serious piece of paper, but the guy black man. He said, I know you scared of rats You know so but seriously, it's a problem, you know, I don't want rodents running around the city Because we went I went up and down the block I helped other places some some tennis were not cooperating and you know He came in did a real analysis and he did a good job, you know But not every New Yorker can pay that dollar amount because they made me may not be as frightened as I am I'm terrified of rats Well, I like birthday parties, you know, you know, I like birthday parties, you know You get a chance to socialize. There was some good group of people in there. I was invited So I popped in I think we did six or seven events that night and I was one of the events and I stopped in wish them a happy birthday And then I bounced kept it moving I Mean I've been reading some of the stories of I don't think I know a better advocate fight on behalf of women Then tish James tish James is you know a real voice for women in leadership And I think she's extremely capable of Investigating and of my understanding of she had an outside entity that investigated and Mr. Report was released She turned it over, but I think tiff is a real tish is a real advocate on behalf of Is there a place for the people Yes, yes, yes the the no one that has a mental health Illness is being turned away from our hospitals or being turned away when we bring them if they are in a place that they are in Danger to themselves or others because they can't reach their basic needs and we're gonna continue to expand and this is again This is one of the moments. We know the challenge. We know how big this challenge is So people who criticize what we're doing then they're saying they want to support the status quo The status quo is leaving people on the street that cannot take care of their basic needs and they're in danger to themselves I don't support that and we have to meet the challenge that's in front of us and I'm ready to do it I want these tough challenges Okay We don't need a new department of we just need someone that hates rats as much as I do to take this job and go out and kill these rats


Your tube team keep it clean where it goes that light again your tube team keep it clean What's going on the same grave in here with another video, but just a quick video quick update for those of you that missed it I'm sure everybody has heard about it by now. We even talked about it in the live stream from last night When we were reviewing the chiefs in the Patriots game, which again? Congrats chiefs fans. I was completely shocked by that one and Patriots fans Nothing to worry about y'all will be fine as usual. Don't sweat it. I don't think it's a big deal Surprising loss, but I don't think it's the worst. It's definitely not the worst loss of the year anyway the chief safety And the comeback player of the year even if he didn't really win the award he did in my book Because he was at one point. He was battling cancer. He overcame it and that speech that he gave I believe it was the S speeds a couple years ago That was deep man. That was like almost up there with the level that the store Scott speech to But anyway Chiefs safety Eric Berry is done for the year. We talked about it last year once it Kind of made it what once they mentioned it. I think it was shout out to my boy. Why do you meet?  He's done. That's a wrap his season is His season is over. Um, this guy is somebody that Everybody like man. I you never hear anybody talk bad about him. You never anybody say anything negative about him Whether they whether they from the chiefs or not. There's some players the way you you hear people talk bad about him But he was not one of those guys We and even even fans to fans fans love them too, you know, you never hear anybody say anything bad about Eric Berry even from fans of the chiefs, of course, and then even fans from different teams He's like one of those JJ watt guys He's like one of those I'm trying to think because they're not there are some guys like that, but it's not not too many It's not too many where Both players and fans from every other team just love them. They love them This not oh Larry Fitz is another one. There we go. Appreciate that meal. Do Larry Fitz is another one. Um, yeah, you're right That's that's another one, but um Where's the chiefs Jersey? No, I I was a little tight. I've been moving around. I just I got a little tight I didn't feel like putting on the jerseys today my fault That's my apologies for not putting them on the past couple videos, but I just wanted to get straight to the Videos, I didn't feel like looking around for the jerseys even though I know I know exactly where they are.  It's the worst part worst part. That's what It's not the fines. It's not the flags It's not even Roger Goodale, man It's not the rules. It's not all the new rules. They implement It's not all the old rules that they change and take out It's the injuries injuries is the absolute worst part about football worst part And it sucks to happen when it sucks when it happens to anybody But then for the great guys around the league it sucks even more So big shout out to Eric Berry shout out to all the chiefs fans And I feel for y'all I feel for y'all and I feel for just football fans period Nobody wants to see that Anyway, I'm gonna go ahead and get off of here now appreciate y'all watching again me. I'm engraving vids This is my youtube channel engraving vids and I'm a Ravens fan But as you can tell we talk about every single NFL team that there is on this youtube channel So make sure you subscribe if you haven't already leave a like on the video if you haven't already and turn notifications on So when we do go live like this Then you'll know first anyway appreciate y'all again craig congratulations chiefs fan on the win And sorry about what ended up being a huge loss for the season Appreciate y'all I'm gone. Bye


Here with DAV at the National Disabled Veterans Winner Sports Clinic in Snowmass, Colorado. If you have never heard of the event, it's co-presented by the Department of Veterans Affairs and DAV. This is the 37th year. We got over 350 veterans out here this year. It's going to be taken part in all sorts of activities from skiing, curling, sled hockey, even fly fishing, you name it. It's a great week-long activity. With me to my left, DAV National Commander, Joe Parsettich, Commander, tell us a little bit about the difference that this clinic plays in the lives of the participants who come here. Oh, I'd love to. This activity is not just recreational, it's transformational. The expressions that you see on each of the participants' faces speak volumes. It's hard to put into words as far as when they come here feeling challenged with various limitations. If they have some physical, it might be visual, whatever those limitations are, and they leave here challenged. When they get at the end of a run or whatever activity they're doing, like I said, it's transforming their lives from feeling challenged to just all of a sudden recognizing there's no limitations to what they can do. The coaches and the volunteers, they energize our veterans, but then the veterans re-energize each of the volunteers in a way to where I think the volunteers get much more out of it than our veterans ever could possibly give because their attitude towards life and towards the challenges that they're faced with on a day-to-day basis is just mind boggling on how positive their attitude is. They don't look at their various challenges, whether it be whatever their disabilities might be, as holding them back. They look at it as one thing in life that they have to overcome, and they sure do it in a large way. We call it miracle. It's on the mountainside for a reason. Over here on my right is Deputy Secretary Donald Remy of the Department of Veterans Affairs. Sir, can you just tell me, you know, attending this event? What do you take back to Washington, D.C. with you? Well, this is an incredibly important event, and an event that VA leadership has participated in since the very beginning. VA has been part of this since the very beginning. And I came out here today to participate in the event with the volunteers, with the participants, with the DAV, with the sponsors, and see just how important this is for those who are here and those who are delivering this opportunity for people to not look at things as a disability, but look at them as their ability. And I've had an opportunity over the last half a day to talk to many of the veterans that are going to participate in the clinic and understand their stories. And there are so many stories out here. And just to listen to the circumstances and how excited they are about participating in the clinic and what's in their future has been amazing, nothing short of miraculous. And so I can bring back to VA all of those stories, bring back the teamwork that I've seen here on the mountain and how effective it is at making this a meaningful opportunity for everybody. And we've been doing this together, DAV and the Department of Veterans Affairs, for more than, what, 35 years. Do you mind expounding a little bit on the partnership and the role that plays in these events? Yeah, we're inextricably bound to one another. I think it's been 37 years and it's something that we could not do without one another. We recognize that we each bring something to the table that's invaluable for those who are participating. We can generate the volunteers that can come out here to the clinic and make a difference in people's lives. And throughout all the year, we talk about what's going to happen at the next clinic. And when we get done here today, we're going to talk about how we're going to make it even better next year.


And please join me in welcoming Ralf de Varnier, who's going to be talking about HPC on Intel hardware. Can you hear me? Or maybe I'll take this mic. That works. Okay, I can't hear me. All right. Good afternoon. Welcome to this talk. My name is Ralf de Varnier from Intel. Actually, my Intel software, because everybody knows Intel has a hardware manufacturer semiconductor company, but it's also a very large software company. We are about 15,000 software developers at Intel who develop things from low-level BIOS to up to high-end big data solutions. And my talk today is going to be about high-performance Python on Intel architecture. Actually, I come from more from the high-performance computing, which is traditionally... The traditional language is, of course, Fortran. Intel, we have a Fortran compiler. Who is using the Fortran compiler? Nobody. That's good. Thank you. And, okay, normally when I go to high-performance computing, specialized conferences, a lot of people still do Fortran, right, because the code didn't change since 1960. And so it's still running. It's running really fast, and it runs on the latest architecture. But more and more, of course, people do C and C++. But what we saw in the past couple of years, since I'm in high-performance computing, is that more and more people are doing Python. So that's why I'm here, actually. So that's why Intel is in Python. It's no wonder. And for the last couple of years, we also love Python at Intel. And so who here in the room is from high-performance computing, or does some kind of high-performance data analysis, data scientific computing, something like that? All right. Okay, who is using Intel processors? Very good. Who is using GPUs? Don't worry, don't worry. I like GPUs also. Okay, so today I'm going to talk first a little bit about Intel architecture. Where are we at the moment? And after that, I'll go into what are we doing for the Python community to make the bridge between software development and our high-performance processors. I will mostly talk about high-performance processors like Intel Xeon or Xeon Phi or even your regular Core i7 in your Mac laptop, not for the embedded stuff. All right. So, wow. What's that? Who knows? It's what? What is it? Xeon Phi. Wow, you can get a T-shirt later from me. Xeon Phi. Who knows Xeon Phi? Who heard about Xeon Phi? All right. Half of the room. Great. So, this is the latest Xeon Phi. We just released it end of June. It was called KNL, Night's Landing. That's a code name. We love code names at Intel. So, that's Night's Landing. It has 7T2 cores. You can count them. Every core has two threads. And they are all connected through Omnipad fabric. So, we hope it's going to be a really fast system. So, how does it look like in reality? So, here on the left you have the version with Omnipad fabric integrated. There is also a non-Omnipad fabric integrated version. It's like a small cluster, right? You can imagine this as a cluster with a high-performance connect between all the cores. And the good thing is, and the new thing with this Xeon Phi is that it's not anymore a core processor. This is the third generation. And until now it was a core processor. So, you had to plug it in a PCI slot and then you had to pass all your data through this small slot, right? And then it gave you a lot of limitations. The next one will also have a core processor version, but the version we just launched is actually a bootable version. So, you don't need a host system anymore. It's the host and the core processor in one. So, you can boot Linux on it at the moment. It can run a lot more workloads than the core processor, right? It has less limitation. It has MCDRAM on the chip, right? 16 gigabyte MCDRAM, which is really fast RAM. And it can run normal IA code. So, Python, normally it's IA code. So, Intel Architecture code is really easy to program. That's why it says programmability. It's power efficient, all right? It has a large memory. It can use per server up to 400 gigabyte, 384 gigabyte. And it's really scalable. You can build a cluster out of it. So, like I said, there is a regular version without the fabric, integrated fabric. This one, this is the integrated fabric one. And it goes onto a host. It's its own host processor, right? So, you can use it as a regular workstation, right? Currently, we have a lot of customers, software developers who have a regular PC. It looks like a PC. And instead of Xeon or Core i7, they have the Xeon 5 processor in there. And at the latest stage, it will also be available as a co-processor, like a GPU content. Just to go back to a little bit more of hardware. So, in the high end, we have two processor families. We have Xeon. Xeon is the regular processor, which boosts most of the servers at the moment. All the cloud, the internet, everything runs on Xeon. Xeon 5 is our new processor targeted at high performance computing, but also big data analytics and machine learning. And the good thing is it features the... It features 72 cores, right? With 288 threads. And it can run... It has vector units for up to 512 bits. So, it can run AVX 512 extensions. It would give you a really great scalability if you're doing mathematical operations with single instruction, multiple data vectorization. And so, this is what we have now, and the future will be parallel. We will have still more cores, so at least in the next five years, we'll go more cores, more threads, and more vectors. So, that's gonna be really essential if you want to have performance with your application with numerical, mathematics, at least, and high performance computing. And the current version of Xeon is Broadwell. Broadwell, this one here. It still doesn't have AVX 512. It has AVX 2 with 256 bit-wide SIMD. The next version will be Skylake with AVX 512 on the server. So, what does it have to do with Python? So, as a lot of Python developers are using these platforms, they want to use the newest and latest, they want to have performance. Of course, you are paying for all these transistors. If you buy Xeon 5, you are buying 5 billion transistors. But if you run a regular Python code on it, you will not use 5 billion transistors. But you paid for these 5 billion transistors. We want to help you get more performance out of it and use all these transistors, especially for production, right? Not for prototyping, but for production. But we are also seeing that for normal coders, it's really difficult to use these high-performance extensions. Even for us, it's sometimes really tricky. So it's really hard to combine Python and those high-performance extensions. So that's why this year, in two months from now, we are releasing our own distribution of Python, which will be called Intel Distribution for Python. At the moment, it's still in beta, and it's going to be released in the first week of September. Let me check the timing. All right. So, our aim is to give you, as a Python programmer, easy access to high-performance in Python, of course. So it's based on C Python. We recompiled it with our low-level libraries. For instance, the most important one is MKL. Who knows MKL already? Great. MKL is always at the forefront of performance. It's always optimized for the latest processor technology. We have been able to recompile it into our distribution, but we are not only using MKL, we're also using other libraries like DAL, which is a new library. It's going to be called PyDAL for data acceleration, no, Data Analytics Acceleration Library. It's also in there, and also we are including TBB for parallel programming. So what is required for making Python performance closer to native code? Of course, in HPC, it's always, you want to have native code. That's why most of them programmers are using C++ or C or Fortran. And here it gives you an example of what's required. So there is a very interesting book that came out two years ago from one of my colleagues about high-performance computing on Xeon Phi. It's called High Performance Parallelism Pearls. A lot of people in that book are writing an article about how they parallelized their code in high performance. So we took here a very simple example, which is the optimization of black choice pricing. It's really easy to parallelize that formula. And if you run it on pure Python, right here it's the number of options, thousand options per second that can be calculated. If you use pure Python, you are maybe for the same time frame for one second you can have like 100,000 per second. If you don't, if you move this to native C implementation, you can have a 55 times performance implementation with static compilation. But if you really use the hardware, all these vector units, all these cores, whatever is included in the Xeon Phi processor, vectorization, trading, and data locality optimization, you could get up to 350 times more performance. So what are we putting into Python to make that happen for you without having you to code everything in C? So first of all we are accelerating the numerical packages of Python with our libraries, right? MKL, as I said, DAAL, and some little bit of IPP, which is a smaller scale library. We are implementing TBB for better parallelism, to get rid of oversubscription, for instance, and in some cases also for MPI if you're using the small cluster version. We are also having VTUNE, which is a profile. I'm going to show you quickly what that means. We are also optimizing other extensions in Python like Cyton, Numbap, et cetera. And we are also working on the big data machine learning platform and frameworks like Spark, Tiano, Caffe, et cetera. So what is in there? It's going to be MKL, so I'm repeating myself, but we are also optimizing NumPy, SciPy, SciKit, PyTable, et cetera, all that stuff. I can give you a description of all the really long lists about what we're optimizing, what packages. We are providing a specific interface for DAAL called PyDAAL. It's going to be available through this distribution. And also it's available from Anaconda, so from Continuum Analytics as a conda package. And of course, we like the open source community, the Python community. It's amazing now. I really like this community. It's amazing what happens here. And of course, we want to bring all the good things back to the community, and in the end, eventually we are going to also optimize all the other packages of Python. So a quick overview of MKL. What is in MKL? So at the moment, for the first version, we are going to include Blast, LA Pack. We are going to include multidimensional FFTs, some Vectormat, and RNGs, which are random number generators, very strong random number generators, which can be used in Monte Carlo simulation. Here's an example of what can happen if you use our beta version of Python. So this is a FFT implementation. You can see on the right side a comparison. If you use regular Python, if you change it with one thread or 32 thread, you can get up to 10 times acceleration. Same if you use vanilla Python here, on one thread or 32 thread, can get up to 5 times acceleration. Okay, random number generators. No, no, if it's interesting to you who use random number generators, a few. So we really can get very nice results on random number generators, right up to more than 50 times more performance than regular Python. Okay, DAAL. DAAL is optimized for machine learning and statistics and big data analytics. So it has a lot of components, and we are currently working on really making that available to PyData to a real Python library. So let's have a look at VTune. VTune is a low-level profiler who is using VTune or who knows VTune. VTune is an old product from Intel which we make current every year. It's mostly used by C-programmers, C++, Fortran to find hotspots in the code, right? Where is my hotspot? Where is my application running slow? Is there any performance gain I can implement? Am I using all my cores, all my threads? Am I really using the processor at low level the right way? It's a very visual tool. It uses not much of the performance, right? And it can give you visibility up to the code, right, to the source code. So it pinpoints the source code where your hotspot is. That worked until now in C, C++, Fortran but we made it also available on Python because up to now if you would use Python it would show you the C code of the library so that was not the intent, right? So how it works, here you have some Python code. It's something very simple. You have two routines. One is slow and one is fast. That's easy, right? And we want to see if BTUN is able to run at the same time as this small program and find the code that is slow where we know which is slow, right? So we start it. It runs at the same time as your code. It can even analyze the performance measurement units, and see what's happening in the processor directly. And so it shows you here this is the result. It's very visual. Normally you have it on a much bigger screen so this is a small screen. And it shows you where in your code the hotspot is. So here slow and code, surprise, it's here, right? Fast and code, it's okay. It runs fast. The slow and code runs slow. And if you click on this, you'll get directly to the Python source code. So that's the goal. So BTUN is now available also for Python and recognizes Python code. And BTUN is really a low-level profiling tool which doesn't use a lot of overhead like 1.1 to 1.6. It's on Windows Linux and can use Python 3.4, 3.5, all the versions basically. It's really a rich graphical user interface. I would not say it's easy to use, but we try to make it intuitive more and more. It supports different workflows so you can start your application, start BTUN at the same time, and wait for BTUN to end and analyze the results. Or you attach it to an application and you only profile a certain area of your code. All right, so that's the end of my talk. I still have 30 seconds. So you can download our version of Python at the moment from Intel Software, software.intel.com. It's still in beta, like I said, in the beginning of September it's going to be released. It's really supporting the full stack for high-performance computing and big data and machine learning, whatever. All right, thank you very much. Thank you so much, Ralph. Any questions? In the latest processors, you are starting to embed FPGAs. Do you have something of that? Yeah. So the question was about... What about FPGAs? Intel bought Altera a few years ago, and since this year it's part of Intel, Altera, and our plan is of course to put some FPGA technology in our Xeon processor going forward. At the moment I have nothing specific to say about that. It's still in the works. You mentioned machines that have Xeon Fi as the main processor. Who's building these? Who's building these? Where can I get one? You can get one. So you can go to your local OEM and order them, so they can take orders. At the moment, on the market, we have the software development product, so when I say it's like a workstation, you can buy it from Colfax or from a German small OEM. I don't recall the name now. So you simply go on the Xeon Fi webpage and you have the list of... There are two small OEMs who build this workstation. You can order them. It's like $6,000 one workstation. But other than that, if you want to have more information, you have to go to HP or Dell and they are building currently their offerings. The Intel distribution for Python is only for the Xeon series of processors, also for others. It's for Intel architecture. So you can use it on Core i3 in a laptop. i3, i5... It's all the same, basically. Core i3 is basically the same as Xeon e5 or Xeon Fi. The configuration is different, but the basic architecture is the same. That's why it's really good for programmability. More questions? We have a couple more minutes. There you go. So I'll have one. So the basic idea of the special Intel Python distribution is that you've just taken the exact same C Python source code and you've just compiled it with different flags, which are going to magically optimize the way Python works, or you then have to also rewrite things like NumPy, slightly to... As far as I know, I'm not the full Python expert. We recompiled C Python using our low-level libraries, like MKLDAR. So you should not... I'm not promising anything, right? Don't record me now. It should work out of the box. Thanks. It's compiled with ICC, right? It's compiled with ICC, right? The Intel compiler. That's the plan. Okay. ICC is the Intel C compiler, C++ compiler. It's our C++ compiler. We optimize it to the maximum, to what is doable, and we of course use it for ourselves in this case. But we also work with GCC, so we also optimize GCC. It's not that we're not... We love the open-source community. The other question is, if I have a library that's compiled with GCC, if I have any issues with interfacing to it from the ICC compiled... So theoretically, the ICC and GCC are binary compatible, so you should not have any problem. You can mix codes from both... with both compilers. Any more questions? We probably have time for one more, so it might be the best question yet. It will have to fit into 45 seconds, including the answer. 42 seconds. So one thing, the distribution is free. Of course, it's free. It's not open-source. It's free. The MKL is not open-source. It's our proprietary library. But the distribution will be free to download, free to use, and with community support. It's free to pay through the Intel Parallel Studio Package. Great. Thank you, Ralph. Thank you very much.