Alright, whatever. Enough. Hey. Pan Am? Did not look up Pan Am mods. All of Pan Am's quest requires you to be standing behind her for some reason. Is it bugged? Let's go to our next quest. Uh, meet with Nakamura. We should meet with him. Alright, here we go. Okay, we're done with this one. Alright, enough of that. I wonder if I can like, scale this. Nope. Ugh! It is good to see you, V. Seems pretty, uh, secluded here. It is appropriate for such a secret meeting. Friend you mentioned here? Oda? He should be here any moment now. Willing finally to give me a speck on him? He's Hanako-sama's bodyguard. Hanako Arasaka's? From the carrier at anchor in the bay. Saburo's daughter. Yes, and if he believes you, we'll next meet with her. Hope he's on a stick with her Arasaka protocol. Just hope he doesn't blindly follow Arasaka protocol. I understand the point you seek to make. But if Oda has until- Dude, I love this guy's voice. He would need no elites, no air support, no one but himself. Trust me, I have seen him work. That's supposed to be reassuring. If it helps you stay calm, you can gaze at the sky. Dude, his voice is so good, it's like- By God, huh, a good sign. He's usually camouflaged. Like the badass Japanese accent is so good. He sounds like a troll? Kind of, actually. Yeah, he kind of sounds like a wowtroll a little bit. Who's this? Takemura-san. Oda, is this him? Your thief. This is my witness, V. Can't speak for myself, you know. So speak.  You're not gonna like what I have to say, I need a guarantee. Not gonna like what I'm about to say. I need a guarantee I'm safe here. You are, you have it. V, you can trust Oda. Alright then. Compeki Plaza. I was there the night it happened. Looked like your typical family quarrel until- Your Enobu lunged at Ceburo and started ch- Silence! Not one word more.  But it is a truth. Hanako-sama must hear it. My one concern is to keep her safe. In this city forgotten by the gods. Is she in danger? No. No. Yet during the parade to honor Arasaka-sama. Most certainly. I bring you this witness to his murder. And you dare to worry about the city parade? Fool! Correct. Unlike you, I have not yet failed to keep my oath. But you can't ignore the truth. You can't ignore the truth. The only thing I regret is that I came here to meet you. Things Johnny's overhand, but I'm in the middle of something. Price on your head. I do you a favor now. But I can't often get straight to your enobu-sama. Sorry, but what's going to take much longer? Were you in my place? I do no favors.  Consider yourself lucky that I am not you. You cannot be you're an Arasaka soldier. This is not a request. We remind you of your duty to be truthful to your superiors. Come here to be lectured to by a thief. It wasn't always what I am now.  Feel free to join us. Plenty of room at the bottom of the heap. Not enticed? Then do your duty. Tell Hanako what nobody else wants from you. That's a gadget straight. You just gotta tell her like it is sometimes. It is a shame. Nothing will come of it. How come? It should have been obvious. All that is a perfectionist. He most fears to make a mistake.  Arasaka whack job is already plenty. Find friends you got. Find friend there. Got any more? Alas. Only him. Why are we trying? No. Can't say we didn't try. We tried. Yes. And obtained something useful. They returned to Tokyo after the parade. Do you not see that parade? It is our chance, perhaps. If somehow we can get to Hanako-sama, we must do a proper reconnaissance first. We'll need a precise map of Japantown. Hold on. It is your turn to call on friends. Do you know a fixer who could help? I do like how they interrupt. I like a lot like the way the dialogue and the voice acting is in this game. I really like how they interrupt each other. They talk like real people. I know the dame, Wakako Akata. No, just a fixer dame, Wakako Akata. Runs a Pachinko parlor on Jig Jig Street. We must pay this woman a visit. Nothing. No, yes. Sure. Why not? I wanted to say no to see what happens, but I actually do want to do this. I may not be good with names, but I do have quite the talent for faces. Where have I seen yours before? On the TV. Very unlikely. But of course. Hideshi Hino. The man. The legend. In the flash. Do you know who this is? Hideshi Hino. The late night comedy host. He was brilliant before he fell off the line. Can you still do your famous better bugger up? No. Come on. You don't forget a thing like that. Wait, what? Just once, please. V, we should go in now. No, no. Do the thing. Hideshi, don't leave this poor guy hanging. This is not the best time. Truly. Wait. Oh, come on. I haven't heard it in years. Peter Bakura. Hino-san. What happened to you? I do not know. I do not recognize myself. Are you happy? May we go? Oh, dude. That's hilarious. Dude, that was so funny, dude. Huh? No, I have HDMI Takamura. Well, well. Who do I spy but V? In my humble parlor, no less. Bakako. Long time no see. Yes. So what brings you here? And your charming friend is? Hideshi Hino. Comedian. Hideshi Hino. The comedian. Stop it. I'm the king of the village. Mr. Okada, I'm afraid of you. Ah, a true gentleman. Ah, shame only. That he's being hunted by all Arasaka's tin soldiers. And you, V, bring him to my door. Give me one reason why I shouldn't notify the proper authorities right away. Wrists too high. They might think you're involved. Those wanted Japanese fugitives hide now in Night City and you got nothing to do with it? Please. We know they're thinking. They'll link you to us faster than you can finish puffin' on that sing. True. Easy profiling. So tell me, and Mark, well, I still have my phone at hand. Right in Japan town, we didn't tell on the parade that's scheduled to come through Japan town. So it's Arasaka again. It is. What I fail to understand is, why come to me? Did Mr. Deshaun not come to the phone? Goro, why is Dex not available, remind me?  He's deceased. Butchered and dumped in a landfill by some Arasaka goon. Real shame that. That a threat I detect? Just a fact. A threat? No. Asked why I couldn't reach Dex, I answered. Just facts. Mark and Sally go later. Good, because you would then have to join him. What's up, Kazador? Okada-san, our intentions are honorable. We need just information. It is a matter of life and death. Everything's on the charts. How much does this cost? My pockets are empty. Clearly. If to you, it's free. Okada-san, what is free often proves most costly? Gonna take them or not. Okay. Japantown. Whole district is to be sealed off for the parade. Dashi platforms, the main attraction, they'll fly this way, high above street level. Along the parade route, balconies, footbridges and vantage points affording good views. Hanako Arasaka, the guest of honor, will deliver her speech from the largest float. She'll do this exactly. Here. Got no idea about security, but given recent events, expected to be tight. Our last parade? Arasaka under covers infiltrated the crowd. Not to mention a smattering of sharpshooters, drones. And if that's not enough fun for one day, a netrunner, one at least. They use the city CCTV to observe everything. Main access point, here. It's an old automated control center. If you ask me, most useful by far. At the end, the floats will float out of Japantown and will be left with trash up to our elbows that no one will collect. We appreciate this. Okada-san, a delightful, mature woman. This information, it could be just what we need. But I'll try to investigate further.  The moment I learn something new, I'll let you know. Stay safe, Goro. You as well. Until next time. Right, go ahead. Hey, I don't think I know you. I'm Claire. The same dialogue we did. Our tender at the afterlife. Need a driver for street races. Drop on my auto shop, I'll tell you more. Your garage, where is it? An Arroyo on Valley. Lovely spot, you can't miss it. Alright, I'll try not to. If I'm not there when you arrive, just hang. I'll show up after my shift at the after. Ok, see you, Claire. No, this trouble, the net around me? She needs a driver for races. You know it. Damn, someone should tell her she's about to cause by asking this guy to drive.   Be careful who you bargain with. Oh that's Pan Am, people are asking me about Pan Am. Rogue, wanted to talk. It's ok. Hmm, not here, not there. Who are you? Name's Vee. And what is it you want, Vee? All these years, it's really her.  Don't mess with her, she's got MRIs. See right through you, give her the truth. Need your services, gotta track a guy down. Mhmm. Anders Hellman, hot shot engineer, work for Arasaka. Milisec. Anders Hellman, pinpoint him for me. Huh, thanks. Jump in too soon. First, my help's got a price. Second and third, Dexter Deshaun, Jackie Wells, T-Bug. Multiple bells ringing Vee, left a lot of bodies behind. Death walks in your wake, chalk that up to bad luck.   You got Johnny Kilt. Gonna go through obits, really? Fine. Johnny Silverhand, zeroed inside our Saka Tower, before your very eyes. Got more if you want. Or we could just talk.  Don't like that on everybody, but they seem to suit you. Anyways, feelings be damned, I've always said. This is pure biz. You need my help, so get those eddies ready. See? Hello? That's like all my gold. Should be enough. I guess I have to pay it, right? Come back tomorrow, we'll talk. Hey, Rogue, I'm back. What about Hellman? Two, please. Make some room. Sit down. Hope you found him. Don't see that often. Determination like yours. Must really need this guy. Matter of life and death. Haven't heard that for a while either. I understand. Fifty whole months is a long time. Really appreciate you and Chad as well. You are all some really great pals. Happy to be able to cack a street. Enjoy. Thank you, Johnny. Johnny, I'm talking to Rogue here, okay? Thank you though. I'll pass. Thanks, but I'll pass. Hell's wrong with you. Good stuff. You're lost. Queen of the afterlife. Who would've thunk? Got a shard for you. Intel. Interesting stuff. Uh, take a chip or something. Let's see what you got. Your Hellman's not on any payroll, not officially anyway. But he does pop up in GNT's confidential stacks. Ooh. It's a Kang Tao subsidiary, Chinese Corp. Kang Tao's been using them as a fig leaf for years. They're masked for more sensitive operations. All that clear? Yeah, I'm just gonna ready to transfer him. How would you know? Chinese Corpo playbooks in open windows. China. True. This looks like the old vanishing pigeon. Decrypted map of upcoming Kang Tao convoy routes. Think Hellman might be in one of them? Thing is, which one? Take a look at the specs on this one. A lone AV, no ground support, no linked cargo manifests either. Weird. Sure. Kang Tao sometimes transport stuff unregistered. If they want to push it under the table. Catch the load on the saving. Already approved in the system, but too low. So definitely no cargo on board. Huh. But there's a passenger list. Kang Tao security detail plus one VIP. No cargo. Transfer from Chianti. Our boy Hellman. That was the good news. There it is. Wait, what's the bad news? So what's the bad news? Bad news is the extraction site. Look, Night City airspace. All this. No way to jack the transport without the NCPD picking up on it. And here, we're too close to Kang Tao. We even give that AV a dirty look. Their backup hustle will be on us. But, right here's Jackson Plains. Narrow corridor just outside the city and just out of Kang Tao's reach. Guess it's your lucky day. Dead zone. I'll grab them there. Gonna need a native to the area. Someone who'll set up the op, cobble together the gear. So a native. No any Hickmerks? Just one. Any Nickmerks? Pan Am Palmer. She can't count on her clan anymore, but she's a true nomad. She knows those lands. And she will help you. Won't have a choice. Won't have a choice? Does not sound enticing. Not for her, not for me. Enticing comes at a price that you can't possibly afford. Can't possibly afford to blow this chance at Navin Hellman. Your operation? Your call. Got a bad feeling, V. Pan Am has to help me. Why does Pan Am gotta help me? I sense a catch. Pretty big one. Occasionally Pan Am moves merch for me. Last job? Well, wasn't a good day for her. She run into a hitch? Complete bust, actually. Lost the goods and her ride. Pan Am will do anything to get the low back. Means her dignity. I know her. Guess I can try to help her. But if we don't know where to look, I mean... We do. I do. So tell me. Let me hear what you know. Rocky Ridge, ghost town just outside Night City. Pan Am knows where. You'll go there, get the merch back. Wheels too. Naturally, you'll call her first. Sending you her deeds. Ah, finally. Let's get out of here. All clear. Thanks. Good luck. Hey, Chad, let's call Pan Am. Hello? This Pan Am? Fuck! V here. V who? V where? How did you even get this number? V's nuts. From Rogue. Kick me now. Forget Rogue, I can help you. What should I say? Forget Rogue for a minute. I wanna help you. It's far too little, far too late. What do you want? You tell Rogue she can eat my shorts. Tell her to your therapist. Eat my shorts, man. Call about your ride and the merch you lost. Interested?  The rail freight yard on Benita Street. The one hugging the city line. We'll meet there. See ya. Hit by cars, dude. What if nothing happened to this guy? Hey, he's holding the gun. Look at the front wheel on the bike. It's not even attached. It got blew off in the explosion, I guess. I wish like a third person did. Watch it, Chum. He's spoiled it. All right, whatever, enough. Hey, Pan Am? So you're V. Where's my car? What's wrong with this one? It's borrowed. It's not mine. I asked where my car is. Help me and you'll find out. Agree to help me. You'll find out.   Tell me where my car is. Hey, come on. Calm down. Don't tell me what to do. Fine. Nowhere to find a cargo and your car.  And you could lose something else besides. So let's figure something out. I gotta get this one guy. One guy I gotta talk to. A Corpo traveling by Corp Convoy. No, I don't do abductions. Besides, you'd need many more bodies and heaps of gear to take a convoy. It's just one AV. Plan brood will take it over Jackson Plains. In return, info on your cargo. Help in getting back what's yours. We got a deal? I don't know. I... All right, deal. But if you want your thing done, we'll need to get my Thornton back first. So where is it? Why is the car so important? Thought this is mostly about the merch.  With that ride, I can take any transport job in town. Hey! Shop that at the getnetworks.com. Maybe. Car's in rocky rage. You're supposed to know where that is. Car's there, goods are there.  I will strangle you. Who's Nash?  He hang you out to dry? Do not call him that. Fine. Partner. Partner? Former. If ever. Give me a sec. I should call the client.  Going ahead with the deal behind Rogue's back. Brave. Like, that would be sick, wouldn't it?  Buzz, hey. Nash is gonna pass you the merch in rocky rage. The thing is... How'd you get cigarettes?  Is she wearing a swimsuit? Buzz, come on. How many times have I moved things for you? And how many times have I failed? Hey, it's not 100% perfect. Wait, this is pretty good, to be honest. I'm definitely too big. So where to now? The Aldecaldo camp. I need to see some of the old clan. Don't seem too excited. That's not your concern. I still have friends there. Get in. Where'd you get the ride? Straight out of some driveway in Rancho? Yes, exactly. How the hell'd you land in this mess? I liked the color. They are freshener and booster seat came extra. You know I don't mean the car. What am I supposed to tell you? That I'm not about to let my partner rob me and get away with it?  What about you? I needed that clown from the AV. This particular clown's got intelligence. Clotomo doesn't work because like the... I'm running out of time to get it. It freezes the world. So why didn't she tell me she knew about the fashion? Yeah, I agree, Bob. Rogue? You better not to wonder what her agenda might be.  Would you look what the cat dragged in? Is that a ghost or is it just my hangover?  Me, this is Scorpion. Mitch. Two old friends. Pan Am, time's short. Come on. I know. The Raffin screwed me over. I'll get them back, but I need your help. Come with me. I'll thrash them, the four of us. You know we would do anything for you, sister. But now? Now's hard. Seriously? You won't help? Well, the old man told us to sit tight and get those generators back up after the batteries went kaput. So you'll stay put because Saul told you to. You couldn't care less about me. Pan Am, this isn't about Saul. It's about the clan. You know that. First play through, yeah. Listen, we can't leave camp, no chance. But Saul never said a thing about gear. Well, I'll need that rifle of yours. And some of my own stuff. Take whatever you want. And take care of yourself out there. Yeah. Thanks, guys. I'll grab the gear, then be out of your hair. You disappointed? Maybe a little, yes. What's inside? A few odds and ends that should be useful. Take it. All right, that's everything. Let's go. Follow Pan Am. Do you know what your difference is with Saul? Will you come back? Do not look up Pan Am mods. All of Pan Am's quest requires you to be standing behind her for some reason. Is it bugged? Okay. We have arrived. Where's Prison Wimps? We get ready to greet the Raphans. We'll need to improvise. We should scout first to look for anything that might be useful. Found the breakers, but there's no juice on them. Not to worry. Come down. I know how to surprise the bastards. The intersection is powered from that transformer substation, right? The switch gear on the roof will flip the switch there and everything will light up like Christmas. Understood? I'm going to attend to the power I'll toy with the ship. Fine idea. Let's get us some power. I'll look around for access points. Great. They're likely to show up in numbers. We can't know how many. We need to outfox them. Then get to my car somehow. Relax. Got a few ideas. I'll try to play a little game with them at the intersection.  Perfect. As soon as they see the lights, they'll have to check who, why, and how. Nova. Yep. First we start up the control terminal below. The gear on the roof is a hunk of junk without it. Come on. We'll give it a boost from the car battery. That should do the trick. Grab the jumper cables from the trunk. We'll boost it from the car battery. Red cable connected. Give me a moment. I need to hook everything up here. Okay. I've got it. Start the terminal inside. And once the power is on in the building, get on that roof. Got it. I'll set up on the tower. We'll have the whole intersection on a platter. You flip the breakers when I give you the signal to do so. Understood? Yes, ma'am. Okay. Switch gear's got power. Prime. We'll have some fun at the intersection. Are you going to finish this? I don't know. We'll see. I'm having fun with it now. This is really good. As soon as we see them, you give us power. Got it. Cover me just in case. Of course. Hello? You see her? Really, really hard to miss. Let's take them by surprise. Just try to do this quietly. If anything happens, I'll start picking them off. Sound good? Okay. So we've got to get the key to Pan Am's car. Frank, should I just shoot them? Oh, God. I don't know how reboot optics works. There's a sniper there. Okay. Okay. This gun, this is not going to work, dude. Okay. We need a freaking, where's an assault rifle? Wait, even an assault rifle is seven damage. Like when I was trying to get in a firefight with them and the bullets didn't. I'll take the wheel. Oh, come on. Leave the driving to the pros. Sure, sure. Leave the driving to the pros. Oh, wait. What? I meant, I'm the, okay. Well, isn't she? Listen, V, it's not over yet. Not? You got the cargo. You got your car. I did not get Nash, who was not in Rocky Ridge. The fucker didn't show. Oh, you're on a vengeance kick. So it's about vengeance the whole time.  You're not being straight with me or you don't know what you want. Hard to say which is worse. Just listen to me for fuck's sake. I know where their little hidey hole is. We'll take the old unfinished freeway nearby. They will not be expecting us. I'm sure of it. All right. So where is this hideout? A hop and skip away. I know how you feel. Had someone betray me just like that once. And did you make them pay? Never got the chance. Someone else got to them first. But if they had it, would you have done it? No doubt. That's skipping a beat. Let's get this over with. Vengeance. Next in line! Wait, what? Why is the women driving this game as a realistic at all? Did you really think I'd let it slide? Unbelievable, Johnny. Relax. Uh, Minecraft explosive. Dude, I took so much damage so fast. Just charging at them with a sword is like way better.  Does gunplay feel better in the Starfield? Overall, I felt like the enemies in both of these games can be a little bit bullet spongy. But Starfield was definitely more bullet spongy I would say. Hello, Rogue. Pan Am. What did you say again? Solve your own problems?  Nash is dead.  Happy. And the sixth creep merch? Nash can't deliver it anymore. Yeah, so yeah, I was pretty bad. I'm like... I took my cut-up front, honey. But I guess I'm touched. I was actually wondering if you wouldn't forget about Bizz while you were out chasing down a vendetta. Fuck! Feel any better? Maybe a little. Let's get out of here. You and I don't wanna fight in Starfield. One bitter cold bitch, that Rogue. Think she might have lost the plot. You mean to say she used to be sweet and alluring? Never that. But she's no stranger to the other end of the stick. Huh? You find the car already? I did. Hey, boss. Got your cargo. Come on, let's meet. Sunset Motel. Lotta loot. Let's do the deal and start working on Hellman. Agreed? Sixth Street won't try anything? Sixth Street not likely to pull anything. I'm hoping they know what's good for business. She'll be fine. Chad, what do you guys think so far? I'm digging Cyberpunk, man. I really do think Cyberpunk's a great game. Gameplay is fun, graphics and stuff obviously are great, but more than anything, gameplay is super fun. It feels like GTA and Half-Life combined. How the game plays. Really good.


Welcome to session 39 on our course on Quality Control and Improvement with Minitab I am Professor Indrajit Mukherjee from Shailesh J. Mehta School of Management ah IIT Bombay. So, we are discussing about multiple response optimizations. So, we will just revisit the problems what we are solving and how to solve it in Minitab we will try to see ok. So, this is the example where we want to maximize the yield over here. So, one one is maximization of yield over here ah what we are ah this is to be maximized then viscosity should be on the target and molecular weight should be lower the better type of scenarios. So, one is maximization. So, this is known as ah this is known as larger the better functions like that and on target is known as nominal the best and minimization is smaller the better type of functions like that. So, all this response function we can we can define like that if I have the response surface then either one of them has to be maximized minimized or to be on the target like that any specification is like that only engineering specification we can think of ok ah. So, in this case the boundary condition is taken from Montgomery's book. So, this is given y 1 should be within 70 to 80 and the target value is around 80 then y 2 should be ah between 62 and 68 the target value is 65 over here. So, so y 1 is we want to maximize the target value is 80 and the third one is minimization problem anything below 3400 is fine, but we are giving a ah some boundary conditions over here, but any solutions less than this. So, ah and we have defined some target values over here. So, minimization smaller the better means ah any values the problem statement is 3400 anything below that is sufficient like that. So, in this case ah we have to solve this problem. So, this is a CCD design that was experimentation was done. So, we have a factorial points, we have a ah center points and we have the axial points like that. So, this is the experimental setup that we are having and we are using a composite disability to reach to the optimal solution. So, MINITAB will we will use a response optimizer of MINITAB MINITAB ah which will use a ah heuristics to solve the problems of multiple response and it will give you the final solution of setting of x 1 and x 2 ok ah and it is using disability functions that I told that for smaller the better type it will use a disability function and nominal the better there is a different disability function and this is given by Derringer. So, the for the larger the better the function is like this. So, if I can reach the target immediately the what we will get is that disability dj value will be equals to 1 and the composite score ah disability can be calculated which is nothing but the geometric mean of the of the values of dj is over here. There are different ways of doing this, but one of this is geometric mean that we are referring over here ok. So, in this case MINITAB will do it automatically for you it will generate the x 1 and x 2 conditions and it will see the disability and composite disability and based on that final solutions will be derived after the complete iteration process like that ok ah of the algorithm. So, what ah how do we how do we have MINITAB? So, this is very easy. So, what we will do is that I am taking the data set over here and this is the ah excel ah this is the worksheet file that we have the data and C 5 and C 6 is the experimentation ah design ah design matrix and this is the outcomes y 1, y 2 and y 3. So, what we have to do is that first we have to generate the response surface over here for y 1, y 2 and y 3 how do I do that design of experiments response surface and then analyze response surface over here then you mention that I want to see y 1 ah yield I want to develop a response surface for this and go to terms because we are using CCD design we can we can go for full quadratic equations and then we click ok and ah in graphs you can see the Pareto plots also and then click ok and you will get the equations of the of the final equations for this and the r square value will tell me whether the model is adequate. So, r square 97.05 is ah adjusted r square is quite significant. So, we can we can retain the model. So, this is a quadratic model that we are retaining over here and ah and in this slide you can see this is the model for y 1 this is the model that is used and MINITAB also generates this model. So, ah and in that case also the Pareto plot will show you which is important which is not. So, in this case ah we we can see that Pareto plots indicates that square a square is important a is important b square is important b is important although maybe is not so significant, but we will retain this one because in the book example it is retained like that for the response surface. So, we are retaining this one. Similarly, for the second y 2 variable viscosity we have to generate the response surface and I am generating the response surface analyze response surface over here I will take y 2 over here and terms again full quadratic model we are using and then click ok and then again you will find that r square value adjusted value is 82.8 we can retain this one and ah then in that case also Pareto over here what it shows is that ah this Pareto plot says only b square is important, but because ah then we have to retain b and we are retaining all the variables because in the in the example this monomer is example this equation was retained like that ok. We can change the equations also, but I am retaining this one full quadratic model we are retaining over here. So, then the third one is ah the molecular weight. So, I am going to response surface and and I am using ah what monomer has recommended the response surface that is that that equation that was taken. So, y 3 I am taking over here then the term condition what we will show we will only use the linear model over here because in the book it is linear model only that is considered when you consider only x 1 and x 2 and no interaction. So, that is the model we are using over here. So, this is around 61 percent explain variability and ah and this you can see that all the variables are important a and b is important over here. And ah the final equation is given over here. So, this is y 3. So, what we have done is that we have developed the response surface for y 1, y 2 and y 3 and now ah we can we can just optimize using response optimizer of unitab. So, what we will do is that now we will go to stat and ah then we will go to DOE response surface go to response optimizer over here. When you go there what it will ask is that it can optimize up to 25 response. So, how do you like to optimize these three variables three responses. So, y 3 is molecular weight we want to minimize this one ah y 2 is ah something y 2 is viscosity. So, it should be on the target and target value is 65 that we know and yield we have to maximize. So, we are just mentioning that one. In setup what we will do is that molecular weights ah we can take let us say the target value is around ah this is approximately 3 2 0 0 what we what we have written, but we can mention something lower than that also it does not matter like that. So, we have to minimize this one upper bound that is given as 3 4 0 0 like that. So, this is taken like that. And then target value of y 2 viscosity is 62 to ah this is taken as 68 and this is 65 that is taken as correctly and yield has to be maximized. So, target value is 80 over here and this varies from 70 to 80 like that we have taken like that. And the weights for is that means what is the importance of this variable y 1 y 2 we can keep equal weights to this weights will be equals to 1 and we can change the disability function over here. So, in this case ah we can change the shape of the disability function we are not doing that. So, importance in matrix is also taken as 111 like that we can keep it same or linear a linear disability function we are keeping over here. So, ah in this case we we click ok and then in options what we can do is that you can give restrictions to the constraint to the region. So, region is minus 1.414 that you have defined to plus 1.414 and similarly for the second one also we we are giving a constraint to the region. So, may be minus 1.414 and next one is 1.414. So, solutions can differ because it is using a heuristics to solve the problem because there is no ah single way of solving this problem. So, in this case because there are multiple response over here. So, we cannot reach global optimal solutions for all variables and it is not possible. So, in this case we have a tradeoff solution and for that we are using a ah some kind of heuristics to get the solution we need to have we will use that one internally and but disability function will be used and geometric main will be used like that. So, we will click ok and let us try to see the solutions like that. This is one example I have taken you can you can also change this option and change it to ah like this this options in in settings what you can do is that we have taken 3000 you can change this to 3200s like that that is also possible and I am just giving a wider range over here for the solution. So, in this case what what I will do is that I will click ok and when you click ok what happens let us try to see the solutions over here. So, this is the solution that we are getting over here. So, I can just copy this as and paste it in excel the solutions one of the solutions that we have got ah Minidiv has derived one of the solutions over here. So, solution is reaction time is minus 8.886 and I am assuming continuity of the variables x 1 and x 2. So, other one is minus 8 0.816 this is the coded coded information we can convert into two variables that I have told earlier also and the molecular weight that we are generating over here is approximately this solution is giving a ah predicted value of 3059 and y 2 is predicted around 65. So, it is hitting the target for y 2 and y 1 is around 78. So, we wanted 80 ah to be maximized, but it has not reached ah to that point. So, there will be a. So, all the disability values of this will not reach to 1. So, ah when you take the ah take the geometric mean over here the composite disability is coming out to be 0.84. So, it is lying between 0 to 1 also had had the better type of scenarios if composite disability reaches 1 that means, it will hit all the target values that is defined over here for y 1, y 2 and y 3. So, then only the composite disability will be equals to 1. So, it is not the case because y 1 it has not reached and also molecular weight the target value is not reached. So, in this case what composite disability that we are getting is 844 like that. So, this is ah what we wanted to explain in this ah in this session on multiple response optimization. So, you can change the equations, you can change the equations and you can you can ah just derive solutions like that because ah response surface changes and in that case ah algorithm also finds different points and in that case it will be a different solution. So, ah whichever the more accurate the response surface more accurate will be the results like that that is the that is the thing that we can say. And finally, what we can do is that this is another recommended settings that we are getting in MINITAB over here and this is giving me a composite disability of 0.94 like that and so, ah solutions can change also. So, ah finally, what you have to do is that you have to make a confirmatory trial over here. So, this is the reaction time setting condition that is MINITAB is predicting let us let us do trial after that and let us figure out what is the predictor what is the actual outputs like that. So, this is the predicted one solutions that is predicted values over here. So, actual values can only only be seen when we are doing confirmatory trials like that. So, this is a way we should do and this is the response surface optimizer plot that that you can see in MINITAB also. So, this is ah in MINITAB you can see at the end of the when you come down that this is the solutions. So, what you can see this is the final solutions current solution minus 8 ah this one is the value that is that is giving MINITAB. So, red one you can see this is the solutions like that composite disability values are individual disability values are given and individual values are also mentioned over here. So, this is the response optimizer ah that diagrammatically you can also see like that ok what is the solution although the solution is given over here this is the solution that is given over here ok. So, we will move to some different topics which is also important that we have to mention over here is known as factional factor design. So, motivation behind this is part city of effect principle that means, if you have a n number of factors many number of factors and you do not want to do full factorial experiments for all the factors because you do not know which is important which is not. So, to reduce the number of factors what we do is that we do screening screening of the factors in design of experiments before we go for optimization what we do is that we do screening of the factors there can be n number of factors there are 7 factors all may not be influencing like that there can be 10 factors 20 factors ok. So, what we have to do is that we have to reduce the number of factors based on the importance like that. So, there is a important principle that I earlier mentioned also star city of effect principle that there are lots of factors, but very few are important over here. So, system is dominated by the main effects and lower order interactions like that. So, maybe if you have factor a and b like that this main effects are important and maybe a b interactions. So, if you are let us say a b c over here. So, this is the first order interactions over here and then we can also see interactions third order interactions a b c. So, in this case what happens is that more and more you go for higher order interaction they become insignificant basically. So, that is known as part city of effect. So, individual factors are important sometimes and second order up to second order interactions can be seen like that and third order interactions this may be insignificant like that we try to avoid that one. So, this can be dropped on many of the. So, screening experimentation is and out of these factors all may not be important like that. So, we can screen maybe only one factor is important over here. So, this will help me in the final experimentation. So, sequentially what we can do take 3 or 4 factors see which is important then think another sequence another experimentation and we do and we screen the factors like that. So, we do not go all at a time we may be we do sequentially and then we try to extract the information which is required that means which other factors are important like that ok. So, how do you do that basically this is fractional factorial name is fractional factorial design and the complete experiment if you have k factors we told that it is to report k design like that. But we are not interested in running the full experimental trial let us say we want to reduce we want to see that which factor is important. So, in that case in fractional factorial we will run only. So, there are let us say 2 cube designs. So, this is 3 factors ABC. So, if you are doing full factorial design this is 2 cube over here that is 8 experimental trial but as a researcher I am not interested or as a experimenter I am not interested to run the full trial because maybe because of economic economic constraints I do not want to do that I want to figure out which factors are important or not which is. So, I want to run only half of this trial like that I want to run only half of this trial this is one half fraction this is known as one half fraction over here. So, this may be written symbolically it will be written as 3 minus 1 that means I will only run a 2 square trials whereas I should like that. So, if you have done full factorial of this it would have been all combinations would have been like this but I am only running half of the trials I do not want to run full trials over here and and based on that I will I will screen the factors based on that only I will screen the factors like that ok. So, so then you will find that a whenever a is the first trial is given as this trial experiments a is positive then b is on the lower lower level c is on the lower level like that. So, but if you multiply this symbolically ABC what will happen is that you will get a ABC over here that is that is positive over here. So, similarly when combination is b only b is at high level and other a and c is a low level what will happen is that this is the combination that I am running over here and but if you multiply this a b and c what will happen is that ABC is positive over here again for c ABC will be positive like that when ABC all at high level what will happen is that ABC symbolically if you multiply the plus signs over here that is also positive like that. So, all positive signs if you accumulate that means these are the trials you have to run ABC and ABC if you run this trial this this only this block this block is known as the principal block this is known as the principal block and there is a alternate block over here. So, either I can run this one or I can run this one like that both you can run any of this you can run any of this. So, my idea is that I do not want to run the full trial I am only running the half of the trials like that half of the experimental trials like this and I will lose some information I will always lose some information because I will not I will not be able to calculate all interaction independently like that. So, in this case some information I will lose, but in this case I am I am not going for optimization over here I have my idea is to screen the factors to see in the with minimum number of trials like that. So, in this case what we do is that. So, this is known as design generator over here. So, if I have to make it into fractions which fraction we should run and which fraction we can omit like that and for that we use a design generator here ABC is used as design generator. So, when I multiply the signs of A, B and C and it will give some either plus sign or minus sign. So, one block will be plus sign one block will be minus sign like that I can take the first block which is known as principal block and only carry out these trials over here that is combination ABC and ABC like that. So, and this is the combination that we will run. So, this is basically half of the full trials over here 2 to the power k by 2, so 2 to the power k minus 1 that I mentioned. So, this is 2 to the power 3 minus 1 that we are running is symbolically we write like that ok.  So, this sum of the information. So, over here when I estimate the effect of A basically I will estimate A plus BC like that. So, this is A plus BC I will estimate. So, how it is coming? So, A if you multiply with ABC what happens is that this is A square and BC. So, I can I can figure out this is the main effect A with which it is confounded with that means, it is together with another interaction effects. So, when I am estimating A basically I am estimating A plus BC over here, when I am estimating B I am estimating basically B plus AC over here, when I am estimating C I am estimating C plus AB over here. So, this is known as confounding that that will happen inevitable in case of fractional factorial design that means some information independently I cannot calculate BC interaction effects. So, this will be inside when I am calculating the effects of A like that. So, this is confounded over here A and BC is confounded and B and AC is confounded like this C and AB will be confounded and I told this is the principal block that I am running all plus signs is the principal block and this is the alternate fractional that you can run also. So, either I run principal or I run the alternate fraction it does not matter like that. So, Ally structure will be shown by Minitab whenever you select a design like that a fraction of factorial design it will show like that and so, we will have this confounding effects that I told that means there will be some effects which will be when I estimate one it is not estimating that one it is estimating something along with that some other interactions like that. When I am calculating main effects I am from the 4 experimental steps I am doing. So, I am estimating A from over here it is not A it is A plus BC that I am estimating basically. So, this is also estimated when I am estimating A's effect basically. So, that is the idea. So, some all information but if you run the full trial what will happen is that I can independently estimate A I can independently estimate BC also. So, that is the idea that goes and that is known as Ally structure over here what you see and Minitab will give you automatically which is alleged with which one like that which is confounded with which other interaction effects or main effects like that will be shown ok. So, we are taking one of the examples over here where it is a 2 to the power 4 factor experimentation temperature pressure concentration and steering rate. So, 2 to the power 4 is 16 trials complete experimentation over here. So, I do not run full factorial over here. So, I will only run half of the fraction over here. So, 2 to the power 4 minus 1 half of the fraction we want to run over here and which are the which are the which are the runs that we will take. So, that is one will be taken AB will be taken. So, you can just multiply A, B, C, D over here and principal block will be whenever A, B, C, D multiplication is positive plus 1. So, that will be the principle that will come in the principal block. So, over here minus minus this will come in the principal block here also if you multiply that will be positive A, B, C, D will be positive. So, this will come this will come like this you can see which are the trials that will come over here. So, out of 16 trials only this 8 trials if you run in that case we will be having a having an interpretation that we will have some some information that which is which is basically prominent out of A, B, C and D. And that specificity of effect principle we are using over here that if you consider all interaction it is you have to run the full experimental trials like that factorial design like that. We do not want to do that we have run half of the fraction and based on that we will just screen the variables over here. So, how do you run the trials? So, we will only run this one and minute I will do it automatically for you you do not have to multiply anything like that. So, minute I will do it. So, this is the experimental run where I want to see that which are the factors affecting the filter rate which is Y basically over here and we want to analyze that one. So, we will see in the experimental design so, I have to create a fraction of factorial design. So, what I will do is that stat design of experiment factorial design create factorial design. So, I will go to create factorial design two level factors number of factor is 4 because I have four variables over here that is A, B, C, D and then what I have to do is that four factor then design I will go to design. So, it will say full factorial or fractional factorial. So, I will say half of the fraction 8 trials I will run over here and it will give you some resolution resolution 4 over here. So, this is the resolution 4 design basically in fractional factorial there is a term which is known as resolution of the design. So, higher the resolution better is the fractional factorial design. So, in this case what I am doing is that number of replicates corner point is nothing over here. So, I will click ok and then factors we can add over here. So, this is factors we can write then in options what we do not pull randomize we do not randomize use principle block. So, either you can use fractions over here use principle block I am using the principle block over here which is all positive that is that is the principle block. So, in options so then you click ok the design will be created. So, if you see that this is the design and it will say which is allied with which one like that this is the allied structure that is given. So, E is confounded with B, C, D, B is with A, C, D like that and A, B is confounded with C, D. So, when you estimate A, B, A, B interaction it is actually estimating A, B plus C, D interaction basically. When you estimate A, it is estimating A plus B, C, D basically ok and we told square C, D of effects B, C, D is maybe ignored. So, effectively you are making a good judgment and only the estimation will be correct and close to effect of A basically. So, because higher ground interaction has little impact in the system. So, in that case we can consider that one as ignoring we can ignore that one basically ok. So, when you run this so 8 trials are given over here. So, there is no blocking over here. So, in this case 8 trials and we have got the design. So, I have to respond C, D give you right over here and then run the trial and then run the analyze factorial design like that. So, this is already created. So, if I go to the examples factorial design it is already created. So, in this case filter rate experimentation. So, this is the principle block is given over here. So, this is the trial. So, how do I analyze this one? I go to stat DOE factorial design, analyze factorial design. So, you have to write what is the response then you go to terms and in this case what we are interested in that we we can go to the second order terms all all terms we can see over here. And in graphs we can see the Pareto plots over here and then click ok over here what you see that estimation is not done because we do not have degree of freedom here over here. But which is prominent we can see A C D A C and D is prominent over here and A C and A D is prominent over here. So, B is not prominent AB interaction is not prominent. So, what we can do is that this is the this is the plot what we are seeing. So, initially what we are seeing is that magnitude of A D A A C and D and C is quite prominent. So, we will keep only these variables in our next analysis. So, what we will do is that go to stat design a factorial design analyze factorial design over here and in terms what we will do is that we will go to first order interactions and first order factor effects and then A C we will put A D we will put A C A D we will put and based on that we will see A C and A D. So, we will click ok and we will click ok and then we can see the estimations over here and what we see is that B is not coming out to be prominent. So, we can eliminate B like that. So, B is very very insignificant. So, what is important over here from this analysis? So, what we are seeing is that A A D A C D C and only B we can eliminate. So, next what we can do is that we can eliminate this one factorial design and then we can analyze and then in terms. So, we have to remove let us say B I will remove from here only A C and D is important and their interactions. So, in this case the model explains R square value is around 99.2 C that is very good that means other terms even if we ignore all other terms like second order, third order all other interactions higher order interactions like that I am getting a model which is having a predictivity around 99.26 like that. So, you see the factors which are important over here what you can see is that only main effect A D and C and A D interaction and A C is important others are ignored over here. So, you could have done up to four interaction effects A multiplied by B and C and D like that if I have done full trials. So, I do not need full trials over here out of these four factors what I am seeing is that only A D and C is important. So, I can eliminate B from here. So, that is the objective of fractional factorial design that is objective of fractional factorial design what we can do is that we can we can eliminate this one and what we can do is that when we when we have done this then also we can see the factor effects factorial plots over here and if you want to get the settings like that. So, what we can see is that main effect plots interaction is prominent. So, we will see interaction plots over here and based on that we can get the settings like that. So, in this case filter rate if you have to maximize. So, in this case what what is required is that C is minus 1 and also we can see that A is at plus 1 like that A and C at A at plus 1, C at minus 1 that is a combination that we have seen over here. And in this case for case of D, D is at plus 1 over here, D is at plus 1 over here. So, A was at plus 1 that is the condition A plus 1, D plus 1 and C at minus 1 that is a combination that we are getting over here and B is not significant. So, in that case it can be at any level it can be at any level and which which we can see. So, if you want to see the B's effect. So, what we can do is that I know analysis you go to interact sorry you go to main effect plots that will give you the idea. So, in this case what what we are doing is that main effect plots over here and we can consider filter rates over here and the factors are considered from A to D like that you click ok what you will see is that this is the main effect plots that you are seeing. Do not go by settings. So, what I wanted to show is that I wanted to show B's effect over here that it is quite flat over here quite flat and slope is quite flat over here. So, in this case B's effect is not significant that is also reflected after the fraction of factorial design that is also reflected after the fraction of factorial design. So, this experimentation is done for screening factor fraction of factorial design is used for screening. So, out of four factors we can see A, C and D is important and we can screen that one. So, this is the fraction that we have run. So, this is the experimental trial that is done and all the all the combinations. So, this is principal plot. So, all will be plus 1 over here. So, if you multiply A, B, C and D it will be plus 1 like that ok. So, this is the interaction plot that I showed to you and based on that this is the equation filter rate equation and this is about 99 percent explained variability that we have seen when we have ignored B and higher order terms over here. So, that is the sparsity of effects. So, then there is design resolution over here it can be resolution 3 and resolution 4. We have used 2 to the power 4 minus 1 is a resolution 4 design where two factor interactions are allied with each other and the main effects are allied with three factor interaction that we have seen that means allied structure if you see. So, A is allied with B, C, D that is third order interactions and A, C is allied with B, D like that two second order interactions are allied with each other like that ok. Two factor interactions are allied with each other like that. So, this is resolution 4. So, MINITAB will generate automatically. So, higher the resolution better is the interpretation you can you can have better interpretation better better screening like that. So, resolution 4 and resolution 5 designs are also possible. So, this is the resolution of design. So, resolution this is a resolution 3 design where you can see that there are 7 factors A, B, C, D, E, F, G like that and if you run the full factor delta what happens is that this is a 2 to the power 7 experimental trial. So, 128 trials has to be run to see all effects under interaction. But if I use the theory of that specificity of effects principle. So, in that case I can use fraction of this. So, in this example what was used is that 2 to the power 7 minus 4. So, only 8 trials was considered over here to find out which factor is important and which is not. So, in this case what was figured out is that only AB and D is significant over here only main effects are significant no other interaction nothing was significant like that. So, we have arrived at a conclusion that only AB, D is important and that can be screened like that. So, that is also possible. So, this is fractional factorial design more you study you can see resolution 3, resolution 5 designs like that and how to define resolutions like that. But I told that if you go to the higher resolution it is better always because then main effects are not aligned with lower order interactions like that. So, that is the principle we will use so that we can safely assume that this effect is significant like that this effect or this interaction lower order interaction is significant like that we go for higher resolutions like that. So, we will continue discussion on a different topics that is known as Taguchi's experimentation and that will be the final topic that we will cover. So, thank you for listening.


Välkomna till Välkomna, de goda äldre Hellas Nu är vi i mitten av en kvist Och ja, vi är upptäckta där vi har läggt upp den senaste gången Och jag har två saker att säga innan jag delade in till episoden Jag ska adära den här staten när jag talar Facka ljus Så jag vet inte om min vold är lite dodgisk Men jag var faktiskt stråkad av den tänderna kvist av Grandfather Nurgle Och jag fick en äldre, det var bara den senaste dagen Så det var riktigt bra, men jag är väl igen nu Men om min vold ser lite ut, så är det förut Men anyways, jag är väl nu Den andra sak jag ville säga är att jag fick Korrektat Med en vän i kommenten I den senaste gången För jag sa att Alexander unikade de grejer Och det var inte absolut korrekt Det var faktiskt sin vän, Philip, som unikade de grejer Men när Philip, sin vän, var assassinerad De rådade upp i en rebelljon mot de nya formade allianer Så Alexander hade att gå ner till de grejer Och ta sig till att få dem tillbaka Så jag ville ha det kläderat Alltså, låt oss se vad det här kvist är Right Let's head it down Here shall we Hello Hello dog That's a juicy dog if anything That was a long time ago I'm a Kefalonian Hand it over Good as new That bow is as strong as Iraklis himself Give it a try Shoot your arrow at those dummies That is one nice bow Boom, nice All right Press U to open ability menu Aha, we have gained a level Bull rush That's the most aesthetic one And we have Sparta kick That is also legendary Charged heavy attack Hold to charge We're gonna go with bull rush now And I suppose we can acquire the rest of the things later All right, we have a assassin hunter There and I don't want to box with him right now Talk to Drusilla Aha, that's her again Right, the boss guy The big guy for you He's up there Hello I will stop the bandit Where are the bandits I will get going Have patience I was being respectful towards my elders there That's why I chose the more polite of the options So anyway I think I didn't mention this but Our character here actually reminds me a bit of Gannicus in the Sparta No, not in the Sparta Not in the Hercules series The Spartacus series That I watched back in the day If I had watched it today I would probably have been a bit turned off By all the generous shown in it But when I watched it back in the day At least I thought it was highly Highly disastrous So anyway This guy looks a bit like Gannicus in I should look around Right, investigation area Let's see what we have here Right Here we have something interesting Interact That is true Maybe we have to talk with some of these guys No Ah, there we are Interact Okay He's dead Let us call our trusted eagle Alright That went well Okay cool I actually illuminate this Busted to the primordial truth The primordial truth of Violence Volgret, wolf No, poor wolf But he had to die There was no other choice Aha, more wolves Let's charge him Aha I'm sorry wolf So anyway I hope you all enjoyed the Deishan wolf cult video I made Was quite nice to make it Oh damn I need to concentrate Will I illuminate this wolf There we are Yeah, it was a nice video to make Because I actually learned something new Whilst making it Alright So something happened with the game there I don't know if it's just that my computer is It's a bit old or something But I restarted the game at least So hopefully the rest of the recording is good So I got to this stage and then something happened I hopefully it won't happen again Now let's illuminate this guy Come on, stand still then There we are Aha, there was another one Sounds like a female Let's investigate this Immediately Because that's I would say it's a bit Not just a bit, it's This is a guy Ok, if they have female guards and stuff That's not something I can endorse But something I can endorse Is the amount of loot That they have here Hello, bravo Oh, Legolas tier Mad cunt archery skills Did not have any loot for me The bastard About these guys Ah, that felt bad I did not want to kill the dogo But I had to I'm Sorodogo I will Aha, that might be a slave or something I will say a prayer for this dogo I'm sorry Oh well We can redeem ourselves by By doing something for the guards And what that might be Is something that we will see later on Right, where is our trusted horse You cannot call Phobos from restricted areas That is noted Ah, there he is I just had to get out from the bandit camp So, speaking of Alexander the Great I have thought about making a Little review of the Of the film from 2004 I think that is a reasonably good film It's a bit Might have mentioned this before at some stage But it might have been some Some time since I did that I would say that Faistion Is being portrayed as a bit too gay A bit too feminine After all he was a battle hardened general And not some sissy To put it that way And I don't think the film captures that But other than that it's a very intense film With a lot of passion And yeah, it's an epic film Then of course a lot of things could be Better with it but it's hard to capture Such an epic story As that of Alexander the Great But I will make a full review At some later point Hello She is very disrespectful I should be more trusting I said I'd get it done And I did I brought you some wood back to work with Until the rest arrives By the gods You sure you work with Marcos? He's never once delivered on a promise Incredible I might work with him, but we're nothing alike I'm true to my word Then take your pay, give none to Marcos All right, thank you very much for that Nu, let us see what sort of quests We have available We are quests An eye for an eye In the footsteps of gods A Kefa-Lonian priestess Was desperate to find a spare of Kefalos In the hopes that it would draw more people to a shrine Was it Kefalos then Who sent Alexius to help her I thought we had already done this But apparently Apparently we have not So I suppose we can just run up here And see what the crack is Greetings Alexius, have you come back to talk about the spear? I have Oh good, tell me did you find it? Consider it a donation to the temple What, no reward? Alexius, jag är i dörren Om det finns en väg Min temple kan hjälpa dig Eller nån, sänd dem här Jag remerterar Jag gjorde det för de gods Oh, sorry mate Sorry mate Men först, jag måste insöka dig Okej, han... Han kan passa For a Greek, I suppose Nu, cool, vi har lävelsen Hur... Nice Låt oss... Do something fun Okej, let's go with the Sparta kick Can be fun to To use that Right, let us Look at what kind of quest we can Embark upon an eye for an eye Seems like a reasonable course of action Talk to Marcos But where is he? He's up here somewhere Så... Ja, as I said in the last episode Very mythic feel to this game And it's nice that it's sunny as well Because I do miss the sun Being in December in Sweden I haven't seen the sun for Quite some time so Yes, it's even though It's not quite the same But it's still nice enough to Be in this beautiful environment That's also something I can really appreciate With gaming that if you If you are in the need of a beauty boost If you want to look at something beautiful Because looking at beautiful things Gets you in a good mood Then gaming can be a good thing indeed If it's our beautiful game that is Hello, bravo And not a moment too soon I had every confidence in you my friend Well, your plan? Right, the Cyclops and I Have a score of drag me to settle The same score as you my rough and tumble friend He wouldn't be after me if it wasn't for you My friend Right, but I swear This will put an end to it If he insists on sending his goons after us We'll make sure his last good day Was yesterday Let's hear it then What do I have to do? What will we do you mean? As the brains to your prawn I consider it a joint effort Of course you do Think, what does the Cyclops value most?  You borrow his rack me Then you steal his eye Having it means we win Then it goes to market We kill two birds with one obsidian eye He'd better hold still Or he'll lose both eyes No, no, it has to be done Without the Cyclops knowing You cannot be seen Then my new bow will come in handy He keeps the eye in his house It's too valuable to wear out A wise choice Until you show him the error of his ways Wait for the sun to set Sneak in and then Bring me the eye Where does the Cyclops live? I don't know where the Cyclops lives Keep to the west side of the island There you will find his lair All right mates Fine But you won't get away with being cheap Cheap? You want me Alexios It's your defining trait Bring me the eye and I'll prove you wrong Remember, not a soul can see you Got it Pull this off and our heads won't be the Cyclops' trophies When he comes back Now to find the eye If it's as valuable as Marcos says It'll be hidden Or perhaps Okay that went all right Let's just call our other trusted companion Hello eye Right Okay Now we need to be We need to be very sneaky Hey bacon No I can't really I have to stay out of you See if we can get a headshot here Not a one shot one kill But remember to stay hidden at least Ha, we can loot Got a ritual maze Aha, a guard is there We'll have to be careful Aha, and I thought we could Could get in there but That was silly of me To think such a thing And we have to be careful With this guy as well Aha, there are quite a few actually Hmm, I will just have to Wait here Aha, det var Det var dogo there as well And I think I actually failed this mission If I'm being seen here What we're going to do is We're gonna save Aha, I must be in a safe area to save Ah, a lot of fun things to loot here What Thor is closed to us Ah, we're almost getting seen there Also if I'm not that talkative now It's because I'm trying my very hardest To be concentrated on not getting found Here we are Noise mate But getting out from here I think it will be a bit harder I have two guys out there Ah, he saw us there Hopefully he can come in here And I can stab him I can show him the error of his ways I don't really want to kill the dogo though That's That wouldn't be glorious Because I've already killed one dogo of wisdom In this episode Now let's Ah, come on I hope he did not see us there I had to loot the treasure Now Let us actually hope that We can get out from here And return to Marcos bra All right, that went well enough I suppose Now it's just a matter of calling our Loyal fobos And return to Marcos So yeah, I think I will Return to Marcos And see what he has to say And then I will call that an episode And let me know in the comment section You have trained today or what you will trained Or what you will train of course I would rather have the comment section filled with That sort of comments rather than the typical YouTube comment section comments I do try to avoid having that on my channel But anyway, let's talk to this guy Hello, bravo And yet it's still not enough to pay back the cyclops Oh, don't be upset Think of all the fun we've had As you call this fun Right, your fun, my blood You can't keep dragging me into things Marcos This will work, I promise you Would I lie to you Don't make me answer that Take the eye, but don't sell it yet No vendor would believe we came by it lovely They know exactly who it belongs to Fine Better your pocket than his socket I think that's enough for one day Kiere Marcos I saw a bot, one I've never seen before So? The vessel's too good for this dirty town It must be the cyclops And he brought friends His back I can never catch a break, can I? Take them out and that's one less thing to deal with Besides, these strangers look rich as crissos Cyclops pays them well It's win-win, my friend Can't hurt What do I have to lose? You? You're a winner if I ever saw one Then where are they? In an abandoned house on the eastern coast Who knows what golden fortunes shine in their hideout Send them to Hades, then loot them for all they have We'll be rich All right, I'll go now I'm keeping some of these golden fortunes, though No negotiations Not even a drack, me for the man who sent you The rest goes to pay your debt These are my terms Oh, fine, fine Now teach those strangers what it means to be Kefalonian Draw blood or bleed All right, awesome, I will pick up Here in the next episode Until then, I hope you will be well Vi kör till Train Hard XOXO, bo


My fellow Americans, tomorrow is an historic day for the beleaguered nation of El Salvador. Scores of international observers will watch as the people of El Salvador risk their lives to exercise a right we take for granted, the right to vote for their president. This right of choice is not something that's in common in all of South or Central America. It contrasts sharply, for example, with Nicaragua, where the Sandinista staged a revolution in 1979, promising free elections, freedom of the press, freedom of religion. Despite these promises, the Sandinistas have consistently broken their word, and the elections that they've announced for November seem designed only to consolidate their control. Unlike El Salvador, the Nicaraguans don't want international oversight of their campaign and elections. When the members of the National Bipartisan Commission on Central America visited Nicaragua, the Sandinista dictators briefed them with Soviet intelligence and said the U.S. is the source of all evil. In El Salvador, the members heard appreciation for our country's efforts to promote peace, democracy, and development. El Salvador is an emerging democracy plagued by a communist insurgency and human rights abuses which must stop, but a nation which is strongly pro-American and struggling to make self-government succeed.  The stability of our Latin friends, indeed the security of our own borders, depends upon which type of society prevails, the imperfect democracy seeking to improve, or the communist dictatorship seeking to expand. The Bipartisan Commission warned that new communist regimes could be expected to fall into the same pattern as Nicaragua, namely expand their armed forces, bring in large numbers of Cuban and Soviet block advisers, and increase the repression of their own people and the subversion of their neighbors. And the Commission warned that a rising tide of communism would likely produce refugees, perhaps millions of them, many of whom would flee to the United States. These tragic events are not written in stone, but they will happen if we do nothing or even too little. Based on the recommendations of the Commission, I sent the Congress in February a proposal to encourage democratic institutions, improve living conditions, and help our friends in Central America resist communist threats. Three-fourths of our request is for economic and humanitarian assistance, and that brings me to an important point. The people who argue that the root of violence and instability is poverty, not communism, are ignoring the obvious. But all the economic aid in the world won't be worth a dime if communist guerrillas are determined and have the freedom to terrorize and to burn, bomb, and destroy everything from bridges and industries to power and transportation systems. So, in addition to economic and humanitarian assistance, we must also provide adequate levels of security assistance to permit our friends to protect themselves from Cuban and Soviet supported subversion. Military assistance is crucial right now to El Salvador. The Salvadoran people repudiated the guerrillas when they last voted in 1982, but continued Soviet, Cuban, Nicaraguan support for the guerrillas, combined with the failure of our Congress to provide the level of military aid I've requested, have put El Salvador in an extremely vulnerable position. The guerrillas have been seizing the identification cards that allow citizens to vote. One of El Salvador's principal guerrilla commanders has pledged an all-out effort to disrupt the elections. And should there be a need for an election runoff in late April or May, these same guerrillas who have already assassinated elected congressmen in El Salvador will do everything they can to disrupt that election as well. We are looking at an emergency situation. So I've asked Congress to provide immediate security assistance for El Salvador. While the comprehensive bipartisan legislation makes its way through the Congress over the next several months, this is the moment of truth. There is no time to lose. If the Congress acts responsibly while the cost is still not great, then democracy in Central America will have a chance. If the Congress refuses to act, the cost will be far greater. The enemies of democracy will intensify their violence, more lives will be lost, and real danger will come closer and closer to our shores. This is no time for partisan politics. Until next week, thanks for listening. God bless you.