 Alright, so now I'm gonna give you a sneak peek inside our lab I don't think there have been any cameras in inside before so I think you you'll you'll get a chance to see how we do our validation and bring up So this is the main x gene lab that we have here in our headquarters in Sunnyvale and as you can see it's a little chaotic But the reason is because we have lots of these stations and you'll see multiple boards that we have x gene one That is being that is going through stress test and now we have the x gene 2 That is also going through the stress test as if we prepare to take x gene 2 to production You'll see some of our Some of customer chassis and boards 24 hour 24 7 that's the HP moonshot testing around here. You'll see these are these are woven to die It's a little noisy, but Systems and applications right so when we test our chips We not only run the testing on each interface, but then we put in a real-world applications And in fact we boot multiple operating systems, and we're actually running a whole bunch of operating systems here an application so here are a whole bunch of chips and you're able to just put them in the And here you can see we're testing the 10 gig Oh Then this is our so these are some of the guys so these are the guys who actually designed the CPU you design the CPU So these are the guys who design CPU now. They're actually testing the CPU So we do a lot of as I mentioned stress testing so we've got lots of systems here We've got systems over here so we do Interoperability testing with lots of the memory and the CPU guys are constantly, you know doing performance benchmarking trying to improve the Processor so every generation of CPU. We see about a 10 to 15 percent improvement in IPC so Do you want to talk quickly what you're doing right now? Well right now that these are systems We're running some tests benchmarks to evaluate the latest silicon Yeah, just running more for configurations with some different stimulus running a bunch of benchmarks right here Yeah, so this is actually true. So this is our second generation silicon That's that that that we're really getting up for production. All right. Yep. What's going on here? the here is some of the so, you know, so this is some of the Test gig where we can actually increase we can heat up the processor And we heat it up to really high temperature. We can lower the temperature Looking at people would take so we really kind of break the silicon To make sure that we know when we actually All the code can get Up and running. We've got PCI stress link. We've got data The amount of stress that we put on this chip, right? If you think about it We've got lots of interfaces the amount of we try to stress it day in and day out So we've got really software that we've been trying to design to try and break it to find make sure that it's actually reliable Under all operating Yeah, then this is more of the same. This is one of our SATA jigs You can see that these we've got multiple SATA ports and we're constantly reading and writing those SATA disks Again Then India how soon is xg2 in the end to match production So xg2 is is functional and it's it's it's it's it's very close to production We're at the tail end of making sure that we've characterized every IO That we can actually make sure that we can put the specs of the IOs on the sheets So I think what we publicly announced is that xg2 will be in production in the middle of next year. All right, so This is it. This is the future of the amp server being engineered right here and And What's happens in the other areas in the building? Well, so this is where we design it So downstairs, we have the CPU design team. We have the SOC team up here We've got marketing and sales. So it's pretty much well contained in this in this building We also have design centers all over the world in multiple different sites But this is really where the the chip comes comes and we do all the bring up and characterization here