Hi and welcome to the session. I am Shashi and I am going to help you with the following question. The question is, find the second order derivatives of the functions. The given function is tan inverse x. Let us start the solution now. First of all, we just assume y is equal to tan inverse x. Now, differentiating both sides with respect to x, we get dy by dx is equal to 1 upon 1 plus x square. Now, again differentiating both sides with respect to x, we get d square y upon dx square is equal to here we will apply the quotient rule to find the derivative. So, we will write 1 plus x square multiplied by derivative of 1 minus 1 multiplied by derivative of 1 plus x square upon 1 plus x square whole square. Now, this is equal to derivative of 1 is equal to 0. So, 0 multiplied by 1 plus x square is equal to 0. So, we get 0 minus derivative of 1 plus x square is equal to 0 plus 2x. So, we can say the derivative of 1 plus x square is equal to 2x. So, 2x multiplied by 1 is equal to 2x. So, we get 0 minus 2x upon 1 plus x square whole square. Or we can say the second derivative of y is equal to d square y upon dx square equal to minus 2x upon 1 plus x square whole square. So, our required second order derivative is minus 2x upon 1 plus x square whole square. This completes the session. Hope you understood the session. Take care and goodbye.


the strategy going forward then what's your key point that you want to put in and we'll go round the table and ask you to do that Patricia? I would ensure that the innovation pipeline from university right through to NHS is properly funded particularly I think the university end is neglected and in that funding I would ensure that patient groups are brought in the real end users and that they help in the development and testing of products and incoming technologies John that point would be that we've got pretty good strategies and we don't really need another one we need to make the ones we've got work and I would like to support a one liner that Andy has drafted in his submission to you the NSS one at the heart of the main failures of strategy has been the inability to translate the strategy governance and relationships into consistent widespread delivery that's at the core of everything talking about we have strategies most years but it's seeing a change that matters Andy? I think we've got a very sound foundation I'm not sure that's come through today but again I want to make that point that the systems and the infrastructure that we have is a sound foundation but as I've said earlier on if we do want to be innovative and start to really start to change and to transform the NHS then we're going to have to look at a different methods of investment and of bringing in new technologies into our environment the governance and the linkages to the academic world and a different flow and a recognised single funnel for innovations are all things that could be done on the back of the new strategy What do you mean by different methods of investment? I think the perhaps looking to the e-health funds that we have in place today is the 2% and if that can't be bolstered any I think we're going to have to look at other ways in which we bring investment in to be able to support the deployment of new technology so again whether that's counting on reductions in costs in other parts of the health service that technology can support or indeed looking for new investment from a government decisions I'm not sure that increased investment to be able to bring the innovation to bear faster than it is today I think don't underestimate the innovative nature of the NHS and the talent and ability within the NHS to innovate I think clear roles and responsibilities in the innovative environment to help to coordinate all of the various bodies that can come and can help innovation is an important message to leave you with I would echo what Patricia said and that we need to have co-design as part of the strategy involving people and also third sector in creating and designing the solutions I'd also just add that the last strategy didn't have an implementation plan and that's why we failed to see the progress that we want to see we don't know who's to deliver what and when it was to be delivered by and at this point we still don't have any widespread national patient not even for online book appointments or a pub prescription offering and that can't continue and I think we need to see some co-ordination in terms of innovation, we need a national innovation lead or someone that will take this strongly and help to coordinate all the partners involved The key thing is leadership is absolutely something we didn't get at the end we should have got but just time has beaten Christof I was asked to clarify it's the 5G private public partnership which is a European technology program that is running between 2012 or 13 and 2020 but the input is I think we need to have another look how the NHS R&D development funds are distributed I think in my opinion it does not make sense that each trust is trying to develop their own things or even if it's controlled by agencies and on an NHS only basis we need to enhance the collaboration of the NHS with outside companies SMEs in Scotland universities we need that as Patricia already said and I think what is also very important we need to give NHS time NHS staff protected time when they're doing trials on things because you cannot ask a workforce that stands with their back at the wall to trial new things the outcome will not be good nobody would do that I think this is very important Alex so I guess I would say that in almost every instance the technology that we need to deliver excellent health and social care in Scotland exists and therefore the challenges establishing the right conditions to put it in place so for me that covers off a lot of what we've discussed today so making sure that there's sufficient clinician and patient involvement in developing and deploying the technology making sure there's strong top-down and at times directive leadership to indicate how the technology should be deployed consistently across the system as we've talked about a lot there needs to be sufficient investment in business change to actually make deployment successful on the ground we need to embrace the modern technologies that we've been talking about and in particular the methods for deploying them and I guess finally we need to be proportionate about the way that we apply governance to some of the projects and programs that are charged with bringing about technology I guess one slightly wider observation is that I always get a bit concerned when people talk about establishing a single place for innovation an organisational system because I think that that can actually prevent innovation from happening elsewhere OK, thank you everyone very much it's been very interesting discussion and we will be taking this forward and many of the points that you have raised will give us food for thought if there's any subsequent information that you want to provide to the committee then please do and we will now go into private session as we previously agreed


Hi everybody, welcome to the BioXL Web Seminar Series. Now our Web Seminar is number 42 and it will be about what is new in Gromach's 2020. The presenter is Paul Bauer from the Royal Institute of Technology of Stockholm, Sweden. I'm Austenit, I'm Alessandra Villa and I have two posters that is Julian, seen from Edinburg and a Ross poster from Stockholm from Royal Institute of Technology. So I want first to start to introduce the presenter of today, Paul, where he was actually working on enzyme catalysis with Lynn Cameron. And they start also to get familiarity and get involved in management of software. Then he moved to Stockholm and as a researcher in the group of Eric Lindow in Stockholm University and Royal Institute of Technology. And there after a while he took over the position of developed manager of the Gromach software. And now he will tell us about what is new in Gromach's 2020. Now I just switch the presentation to Paul. Okay, thank you Alexandra for the kind introduction and please don't be concerned that it still shows Alessandra speaking because we're running all of this with her laptop. But this is so that you actually can understand what I'm saying during the presentation. I'm going to give you a hopefully brief, but also informative overview about the recent changes to Gromach's 2020 series. So some of the new features we've added changes we've done functionality features that got deprecated and also a bit of overview what we're planning to work on in the future. So just a quick thing, what do we use Gromach's for? Of course we use it to do biomolecular simulation of things like membrane structures or complex structures of fatty acids that are shown here. The thing we would normally expect it to be used for simulating a bioprotein and act with environment. Here are shown example of a membrane protein receptor invited into a membrane bilayer with ions and small molecules surrounding it. With Gromach's, we have one good thing we have extensive documentation and that's also hasn't changed for the 2020 release so basically everything I'm telling you about now. You can read about in our release notes for the 2020 release and also browse our manual to see some more details for things that have changed. If you haven't watched them, I would also invite you to watch the previous webinars for the 2019 and 2018 releases so you'll get maybe an idea about how we have proceeded with changes over the last few years. So with Gromach, we have quite strict release schedule where we plan to have one major release every year and then over the years, over the 20 years there will point releases to keep the software up to date and keep bug fixes in the software so we don't let you use versions where we know that they may cause issues in the future. Currently, there are two major supported branches of Gromach's. One of them is the 2020 branch that is for the current release. Here we do all our general bug fixes and get fixes get in here first. We also still support the 2019 release of Gromach where there's going to be one more live support release that will happen in about a month if we get the timing right. And no, let's have a month in a few weeks actually. And there we only do critical fixes where we know that the bugs that we find would affect the validity of a simulation or that may cause major havoc for you if you want to set up a simulation. We may actually keep 2019 open for fixes a bit longer than usual and I will tell you about this in the future. In the fourth part of this year, we will start to work on the 2021 version with the Orbiter cycle that we plan to do a few better releases during October and November. Release candidate hopefully in December and then the 2021 release fully in 2021 as it should. Also, just a bit of showing off maybe for the project, you can see that you have to start off committed of similar cetaceans that Gromach is still relevant and still being used. And that also the hopefully choices that the newer versions are finally getting more cetaceans and more newest and older versions. As some of them are really old from 1996 to the first published release there. We are also planning off actually working on a new Gromach paper so that we can inform you also in this kind of way about the new development and also give more up to date weapons for you to use in the future. In Gromach we have several projects going on all the time. This is a non exhaustive overview of them. They're actually many, many more small projects but we can't show a lot of them otherwise this would be way too crowded. The main of them are by Excel, the European funded project that helps us work on software sustainability and general concrete maintenance. The speedy software engineering Institute that helps us to work on parallelization and HPC capabilities. When the code is done then we work with hardware vendors to improve scaling and the capability of the code to different hardware, especially accelerators. And the collaboration with the National Institute of Health in the States where we work on APIs and modernization of the simulator part and I will tell more about this in the future. Let's start with the main project that is the European HPC Center of Excellence by Excel that hopefully brought you to the webinar. And here the software development is actually just one part of the work that is being done on promoting HPC software. It's also working on making it more usable for the development of workflows. We work for training and providing users support. Another plan on being able to software consultancy. Gromach is one of the major partners but the other partners also should not be forgotten. This is Hedork, a general proposed docking software and the quantum mechanics engine and CQ2K that we want to integrate with the main molecular mechanics code to give a modernized human-meme interface and Gromach. So now to the new Gromachs. This is basically a copy of our release notes with the major hybrids and the main thing that is new in Gromachs is that you can now use cryo and density maps. In general, the density maps to guide simulations meaning that you can use this to fit structures into cryo and densities or explore how this structure would need to move between one density into another. We also improved the Python GMX API. We now at version 0.1 where we give a full functionality for all command language commands. So you can just run everything related now directly through Python and also included some updates for the interface between Python and the core later structures in Gromachs. And I think maybe for some people, but I think something important is that, you know, give fuller support for the chomp for scouts where we can now support which was set for two items in a line something that had been kind of working before but was not officially supported. But now we can actually fully support us and also can assure that this work is intended. The updates to the integrator also allowed us to improve the simulation capability a bit, meaning that you can now use accurate pressure company with the parallel Raman scheme with velocity valet something that again before was not possible now has been made possible. We also made a major improvement to performance. I'm going to spend a lot of time. Later on, this is the ability to run close to complete part of the simulation on the GPU using only GPU using only the GPU device. It allows us being able to accelerate the one significantly. Another minor thing is that we improved on the PME offload capabilities. So you may have known from the previous webinars that it was possible to do the machine work calculations already on the GPU with with CUDA and video. We can now improve this also so you can run this on general with general NCR code on NVIDIA on Intel and on AMD GPUs so that we get closer to future parity gap. Now main feature for this I want to quickly talk about as before as opposed to landscape guided simulations. In the work of Christian Brown, one of the researchers with KTH and he implemented density fitting code that allows you to do accurate fitting of structure and simulate buying density to cement the crime in that densities. If in relatively short time and in a physical correct sense so that you can have physically correct behavior that is just guided by the forces provided from the difference between your actual experimental map and the map obtained from the simulation. And for example how this would look like you would have general density map that can be anything. You put your protein next to it and when running the code, you can make it fit inside there without much trouble and you can also define which regions you're more interested in you can use it for for fitting only part of the molecule you can fit in by using it for fitting small molecules. Or for an interpolating between different structures. Something has to be also said that we finally removed something from Gromax that had been deprecated for several years now and this is the group group based cut off particle particle interactions. I am mentioning this here now for and actually have a full slide for this is because this affects simulations and probably affects a lot of simulations at this point. If you have any simulation that used group based cut offs in the PR has been generated with MDP input files, there will no longer work. The functionality has been removed and it's not coming back as the valet based cut off is easier for us to maintain more accurate. And running a single code path and getting the same simulation behavior from all kinds of setups is I think preferable. The problem is that with the with this change a few simulations setups have been temporary or permanent. And you hope that we actually get some of them back with the 2021 boys, but this has been now what is now being disabled is simulating on the vacuum conditions. But this should be possible to be added soon again, and this plan for 2021. We also no longer support users applied tables for the short bench interaction. This is also just because we need to update the support for this in the code base. But you hope that it won't affect people too much. And switch to actions that have been only being able to use with the good base cut off also been removed the PM because they are not physically correct and we don't want to promote this kind of usage. Membrane and betting. So G man made is currently deactivated but will be activated again as soon as possible. And will probably be implemented in terms of the test particle insertion code. And currently the Q man and support has been removed because this also relied on the group scheme and needed to be reworked anyway with a general look on the Q man and interface. Another thing that had been deprecated for a while and has been removed, but it's on the way to good base cutoffs is the journalist last reaction field. We're working on more specialized action people at the moment, and the support is fully later. You have some new requirements for the code. And this is mainly that from 20 20 every compiler you want to use needs to support C++ 14. This is any reasonably modern compiler. ceiling 3.6 gcc 5.1. And I see C 19. Correctly top of my head. So that shouldn't be a big show for people. If you are unfortunate enough to work on the supercomputer system where they don't support this kind of compilers. I would ask you to complain to the administration of your supercomputers, but we need this to actually make our code easier to maintain. Another minor change is that we need CMake with version new than 3.9.6. Again, that shouldn't affect many people because CMake is far ahead of this version right now. Again, this was needed so we can modernize some of our CMake code that had been difficult to maintain and should make life for everyone easier. Another thing that you may have seen if you are used to messing with source first or trying to build different gomax versions with modifications. gomax now checks if your version that you downloaded from this on our account and built from the source first is the same as the one that we use to generate the source source file. And you will get a warning during compilation and the build will be marked with a modification if you have managed to change any of the source files. This is to help us to make sure that if you have an issue, we know it's in our code, not in any modified code. And also should encourage the people that distributed modernized modified versions of gomax, for example with Blument, to use the ability to mark their version as a changed version so that you always know what you're actually using. Some more announcements just to warm people. If you're still using 32-bit architecture, gomax will still run, it will compile, it will run. But we cannot ensure that it will continue running in the future because we cannot support it and we don't have the hardware for it. We removed one part of the free energy code for SoftwarePower48 that was not used by anything. So we removed it to be deprecated in 2020 and we removed it in 2021 to make all that easier. And we will also stop supporting on visa again because we have issues with maintenance there with the compilers and it becomes difficult to test it on the hardware that we have here and so on. Now, enough of bioexfoliated projects and deprecations, now to some other things that were happening during the 2020 release cycle. And that was one of the major coders and projects we had that was in collaboration with NVIDIA to improve our GPU code performance and our GPU code paths. And was altered in something like this in the Stylers version. Before in Gomax 2019, you had basically two ways to run a simulation if you wanted to get good performance on strong GPUs with big CPUs. That was offloading as much of the simulation tasks to the GPU, meaning a number of calculations, a mini calculation and one calculation and only performing integration and constraining of coordinates on the CPU. From Gomax 2020, this will be changed that you can do all of those relations on the GPU, meaning that you will no longer have to perform copies of positions and forces between the device and the host device being GPU or CPU, meaning you save time there. And also using the GPU to be for the update and constraint calculation improving the scalability of the code. Well, this means like if you are someone interested in performance and it's coding and knows how to use the NVIDIA profiler. That's what before was the GPU path called in update having the update on the CPU and the rest of the calculation on the GPU. So you have a GPU path and the long CPU path that was wasting time on the GPU and leading to under utilization of your GPU devices. So you have those H2D copy positions and so on. Those are the copying of what and position and forces later from the CPU to the GPU and then back to the CPU and needed modification of them. But this is internal. Now, if you change this, you can actually perform all of those modifications instead of in the CPU on the GPU. So you're making more utilization of GPU corners, reducing the CPU code by a bit, but not that much. But then you can make do all of this on the GPU, meaning that you perform integration with the algorithm. And then you have a separate constraint for water on the GPU. And then all the tasks as well on the GPU, meaning all of the time you had wasted before on the CPU with the GPU idle is not fully utilized. Of course, you don't have always just code that can only run on the GPU. We have some cases where the CPU is needed. And this is, for example, if you have special forces or special interaction types that are not supported in GPU code, for example, the CMAP calculation for Trump. But that you can also use the time that you spend actually on the GPU or the CPU is idle to calculate those forces, copy them back and then perform the rest of the calculation again on the GPU. And again, increasing the overlap between the two calculations, making sure the CPU is utilized the same as the GPU and the performance. This is especially important if you think about more complex setups, like the only part of the PME calculation on the GPU or the only PME calculation on the CPU. Again, all of this is possible with different setups, but for now we want to make this more clear that you can use the single code for the GPU. And special ed code for different cases. All of this would be meaningless if I wouldn't be showing you some numbers as well for performance that were gathered by us for some very bias cases after myself. And that is because we have, in all of those cases, very strong GPUs, a lot of performance, relatively big CPUs, and you also want only one calculation on each GPU. Of course, if you have strong GPUs, you may want one more to the calculation in one GPU. This is possible, but the performance cases become a bit more nuanced, so I won't go into detail of them. In general, what you can see, if you want the complete code on the GPU, in this case, look for the dark green line. This is PME, non-mandered buffer ops and update on the GPU. You get about 30 to 50% performance improvement to the previous code path, where you would only run the PME and non-mandered calculations on the GPU with version 2019.3. That was the, when those performance measurements were taken was the current version. Now, this code is true actually for both the cases where you have no special forces on the GPU and where you have special forces in case of the Ambo force field, and Schaum force field, I'm sorry. Meaning that it means in general that we can improve performance a lot, even for relatively large systems. And even more so for small systems where you want to do robot simulations. So, let's go on. Our projects that we have, as I mentioned, was the project with the National Institute of Health. Here we're working on our API with Python bindings and Xenoxyplus API, and also on simulation correctness and simulation setups. One thing, as I mentioned before, is that we are now at version 0.1 of the GMAX API with complete support of all GMAX command line utilities and all possible combination of commands. Also the ability to set up tendencies and workflows in the API that you can define inputs, simulation at one and then the analysis that should be done on the finished simulation and the API will do the management of the resources for you. The work here is still ongoing because we need to, of course, improve the C++ API that is exposed to Python and also improve the usability of GMAX API. Make sure that when you run GMAX API and you're just running a robot around the command line programs, you actually expose all of the data structure to the API level that there should be. And also make it more that doesn't have what kind of input you provide. Another thing with the NIH collaboration was that we developed a new way to do actually integration in GMAX with a modular simulation approach. And this is just a simple showcase that shows how the modular simulator is actually set up and how advanced it's different steps. If you want to read more of this, I actually would highly invite you to read the documentation we have in the code for this and the manual. There you see different graphs also showing how these simulations work in this case. Basically what a modular simulator does is that you can decompose one simulation step into the individual task that you want to do in those steps. But they are no longer bound by having a similar description of what is supposed to be done doing this simulation. But you can define that, for example, you want to do multiple bonded integrations before you do a normal set, easily making it possible to do multiple times to do simulations. This also aimed at providing in the future the ability to do something like Monte Carlo pressure coupling because it will make it easier to save the different states and decide between different paths that should be done doing the simulation without just ending with a giant branch of statements in the code to decide which branch is taken in the end. This also will make it show that our code is modular as it should be as the name of the simulator suggests. Because it means that we need to write all individual tasks that are under these malicious steps as module that can be called and can be executed independently of the rest of the code. That is one of the major challenges we have right now is entangling different parts of the code. But we're working on this to make the code more maintainable and also more usable and make it possible for external contributors or people that want to implement their own integration algorithm that they haven't thought of. To do this in this module integration scheme instead of having to work themselves through our current main MD loop and just hacking changes in there. This will make it easier to write their own module and this module then will do the integration statement. We have a lot of long-term plans and observant people that compare this slide with the slide from the 2018 and 2019 webinars will see that a lot of them don't change. But that is because we have to work on them and they are not done within a few months or years, but they take a long time to actually work out completely. One of the main things we have planned for coming 2021 is that we have support for multiple time-stepping. It will allow us to hopefully improve performance again by changing some way from calculation and also remove the current virtual setup that is not always physically correct and can lead to other things. We are still working on the modernization of programs, but we are getting closer there to actually finalizing this and having all corporates of programs modernized and modularized make it possible to do easier plug-based combination between the modules. The lower encapsulation of lower level levels and the API is something we also work in hand-in-hand and we also work together in a different project called NVLIP. It is working on providing a general API for non-bundled calculation and library that can be called by power programs as well and that we want to incorporate as the non-bundled calculation engine in performance itself. Something that has already partially happened with the work on the density fitting code by Christian is that we are having the ability now to do extensive force calculation with modules providing forces instead of, again, having to add force calculations in the middle of the envelope, instead having an ability to add a new force calculation module or something, anything that provides force on atoms directly as part of the code. This will also hopefully be in the future exposed to the API, making it possible to write your own force module and not having to worry about having to hack into the main code. Our projects involve also the modernization of our two sets that we are actively working on and that I myself work in and the hope that we soon be able to switch our current testing infrastructure and our distribution infrastructure to a more container-based setting, making it possible that people can just take a container we use, a proper container that we use for testing to test their own setup on their own. And also make it easier for us to do an investigation of debugging and testing performance in a way that this would be usable and not based on current systems that we are standing above here in Stockholm. Something that is also very much in our mind for usability is that we want to change the more current legacy input and output performance, the modern formats that are more online than what people would expect, like JSON or YAML files that are used all over the place in different setups for inputs, maybe also for outputs so that we can have a human-needleable platform that is easy to change and extensible, for example, if you want to change that human information in a structured part. But it can also be used to efficiently and effectively set up a new simulation by just reading it from this setup. Yeah, this brings me close to the end and I think I am hit early, but it means we have more time for question. And yeah, I don't think I have got everyone on the slide, and again this slide is old and probably needs updating at some point. And I want to thank all the crew members and past members of the Gromax team that helped develop the software and bring it to the point that it is now, and by three months, whom I took over the job from before, was helped to actually steal the project to its current state. And before I come to the point where you can hopefully ask me all the questions that you want to, I just want to mention that we are currently as part of BioXR and this survey about what you want in Gromax for doing QMM calculation for the major pinpoints now with the Gromax implementations, how we should change the code and what we can do to make Gromax more usable for you. And with that, I will give over to the post documents so we can go to the QA session. Thank you very much for that talk, Paul. So we've got at least one question from Maximilian. I'm sorry I'm going to butcher your surname, but I believe Minger is the first question. I will unmute Maximilian and if Maximilian wants to ask their question, that would be Grant. And if they are not there, I will ask the question for them. Maximilian. Yes. Would you like to ask your question to Paul? Okay, yeah. So you mentioned that you have also the Python API and I was curious, do you also plan to support single point calculations so that you can simply say I want energy and forces computed using that API? This is something we would like to expose and we're working on exposing. The thing is you can already of course do it by just doing a zero step calculation. But you want to make this easy so you don't need to go through the points of having to set up NDP files and so on for this. But this is something you want to expose. Okay, thanks. The next question we have is from Matthias Machado, who unfortunately their microphone is not working at the moment so I will ask the question on their behalf. And the question is, is it possible to use cryo EM guided molecular dynamic simulations to improve packing of lipids in protein membrane complexes? This is a difficult question. It's possible if you have a good density for your lipids that you can fit them in there. If you have the lipids as one group in your simulation and as an index group, it should be possible to use the cryo encode also to fit them into the density you have for that. But for this, I would recommend that you actually ask question on the user mailing list. But then I think Christian will be able to answer you more precisely. Thank you very much. The next question we have is from is from our Arthur Zalewski. Arthur, I've unmuted your microphone if you would like to ask your question. Hi, Paul. So I wonder what is the reason for the exchange of mimic API which was recently introduced into the upstream codes in favor of USP2K quantum API? What was the reason for the change? They have to say this is more on the management level. We are still working with the mimic people to support the current API. But we wanted to extend it because we think that CP2K will be more support more kinds of calculations that users want to do. But this is more on the management level and less on the code level. Okay, thanks. The next question we have is from Gabriel de la Jora. I will unmute their microphone. Gabriel, if you would like to ask your question. Thank you. Thanks for a nice presentation. So we currently are attached to the previous version 2019.4 because we use blue mid batching. Essentially, I've seen that in your new slide that was a great improvement on the performance because of the more use of the GPU. How would be the best configuration to install on installation and scripting to use less CPU and more GPU? So I also have the text of your question here. In general, you can use, for example, in your setup, something like four cores per GPU and specifying which GPU device you want to use. But I have to give a warning because I don't think that the current code, the GPU code path will work with the blue mid patch. I'm pretty sure it won't work because it changes some of the calculations and I'm not sure if it would interact with the way we do the special force calculations that it would get the correct coordinates from the GPU while doing the calculation. I can ask this. I can ask the GPU for the most we have if there are any issues with that. But in general, for your node setup, you could use something like each use for the course. And just as I said, maybe four cores per GPU and then running one simulation on each GPU. So that you have each simulation taking one similar each GPU taking one simulation in the end. Thank you. Cool. Our next question is from Sahin Khan al-Baslan. I have unmuted your microphone Sahin, if you would like to ask your question. Sahin, can you hear us? Sahin is possibly not there. So I will ask the question on their behalf. The question is, can we simulate and computer run computations of metallic compounds and crystallic systems? The problem is, if you have metallic compounds that they're very badly described by a general molecular dynamics force fields, it is possible to do calculations with them. I think in lamps and with special force field descriptions, but in general, my is not good at running metallic compounds because force field general molecular dynamics force fields are better describing metallic compounds. For crystallic systems, it all depends if you have a proper description of your system in terms of force field. If you have a force for this description that can be done in terms of electrostatics and one of us. And the force field is good enough that it can get physical behavior than going to be able to go on it. Cool. Thank you very much for that answer. Our next question is from Anikit Magarkar. Anikit, I've unmuted your microphone. Can you hear us? Yeah, I can hear you. Can you hear me? Yes, we can. Would you like to ask your question? Yes. Thank you so much for the beautiful presentation. My question is, will there be a future support for PME on GPU for the free energy based calculation where you have charged perturbations? Yes, those changes are getting currently merged for the 2021 release. Okay, so till the end of the year. As beginning of next year, you will be able to do this with Comax. Okay. Thanks a lot. Great. At the moment, we do not have, that is all of the questions. If anyone would like to ask any more questions, please do so now or indicate that you would like to do so now. Probably the easiest way to indicate is I will put everyone's hands down. And if you raise your hand, I will wait for you to ask your questions. That doesn't seem to be anyone asking questions. So in that case, thank you again, Paul for the very good talk. And thank you everyone for joining us. Thank you so much. We have further webinars at the end of March. We are in contact with Brenda Vallott to give a talk about PDB. And we've got other initiatives going at the moment, including at the moment where BioXL is running a QNNM survey. You can find out more about all of the other activities that BioXL does by going to bioxl.eu.


Kutua kwa k wiho Jesusa, kutua kwa kwa kwa wuzi Kutua kwa kwa kwa kwa kwa wuzi kutua kwa wuzi Misini kwa wuzi isadia Kupullu nami wadu wazi Kikuliko wali M grosu Kutu wali Apulu Yes, people of God, if you examine people's lives today, you agree with me that many will want to live in a better condition. If you examine people's lives today, it is a fact that many have acquired wealth, fame, position, but the satisfaction and contentment which should come along with all those achievements are evidently lacking in their lives. Many find out that they have no peace, no joy. And the Bible says, true joy comes from loving Jesus Christ, not from the things we amas. Money can buy medication, but money cannot buy good health. Money can treat, but money cannot heal. Today many, in spite of their worth, fame, position are on the sick bed. Pray that all that they have acquired should go so that they may regain their good health. Here you are sitting freely. Here you are looking freely. Here you are laughing freely. Do you want to exchange your good health for money? I cannot hear you. Do you want to exchange your good health for position? No. Do you want to exchange your good health for fame? People of God, satisfaction in life is not only about having money or other worldly positions. You have to experience God until you experience God, there will be dissatisfaction in your life. A sense of hunger to know what life is all about. A desire to know what happens after life is over. You will not have rest, peace of mind until you experience God. Tell your neighbor you need to experience God. I cannot hear you. Yes, that will bring us to a message today titled you need to experience God. Let me take you to our proof text, the book of Luke chapter 12. We take our reading from verse 13. Hallelujah. Because of time, let's go to verse 16. Luke chapter 12 verse 16. And he told them this parable. The ground of a certain rich man yielded an abundant harvest. He thought to himself, what shall I do? I have no place to store my crops. And he said, this is what I will do. I will tear down my barns and build bigger ones. And there I will store my surplus grain. And I will say to myself, you have plenty of grain laid up for many years. Take life easy, eat, drink and be merry.  This very night your life will be demanded from you. Then who will get what you have prepared for yourself? This is how it will be with whoever stores up things for themselves. But it's not rich towards God. The Bible says that the rich fool invested his entire life in his possessions and failed to acknowledge God. If the rich fool invested his entire life in his possessions and failed to acknowledge God, this means he did not regard God as the source of his money, property, family, land and everything.  You have no tomorrow. This very night your life shall be required of you. Tell your neighbor your life is in God's hand. Once again your life is in God's hand. You cannot control him by relying on bids and pieces from the Bible. You need the whole council of God. Some people choose to pick out a few words from the Bible and live by them. For example, they choose to pick out healing and prosperity as their scriptural foundation. Those people who choose to pick out a few words from the Bible and live by them are not eagle about such other areas as holiness, consecration, judgment, evangelism and the love of God. However, these areas and the love of God work in concert to develop into strong, mature Christians. These areas and the love of God work in concert to develop into strong, mature Christians. We have to acknowledge God in all spiritual things referring to every good thoughts, every good purpose and every good works to His grace from whom we receive it. Whoever is strong, whoever is great among men, it is God's hand that make them so. Whatever strength we have, it is God that gives it to us. Why should anyone boast of his own natural ability and power? You rich man should not concentrate on your wealth and you poor man should not concentrate on your poverty because treasure on earth have their habits of disappointing their owners as they don't offer permanent security. Only treasures stored up in heaven are permanent and secure. They retain their value because they are under God's own security. We have to recognize who we are before God because then we will see the need to always consider His will in everything we say, everything we do and in every plan we make. If you exclude God today in whatever plans you are making, you are certainly not prepared for tomorrow. The question is, will you and I be around tomorrow? It is not just answer you can say, I will be around. There are two answers. One, the literal level which requires a yes or no answer. Two, the deeper level which expresses the uncertainties of life. It is surely reasonable to make plans for the future, but we must always do so with an awareness of life's uncertainties. In James 1 verse 10 to 11, James had earlier compared man and all that man could boast of as a beautiful flower, which blossoms that is prosper for a while and then weed us too soon. What then is the good in making long-term plans? I want to be this, I want to be that when we do not even know what tomorrow will bring forth. When you look around the world today, you agree with me that God has purposely kept us in the dark concerning future events. We have to understand that we have no power over what becomes of us the next minute, the next hour, the next day, next week, next month, next year. If anyone here has control, just raise your hand. God has purposely kept us in the dark concerning future events. We must understand that we have no control over what becomes of us the next minute, next hour, next day, next week, next month, next year. If anyone here has control, raise up your hand. Job knew that his purpose in life was to glorify God in every situation. He was ready to sacrifice his body, his health, time, ease, comfort, pleasure for the glory of the Lord. To Job, God was the only reason, the only thing, the only interest. Do you see God as the only reason, the only thing, the only interest? Job was ready to sacrifice his health, his body, time, ease, comfort, pleasure for the glory of the Lord. He placed God above all other considerations. To Job, God was the only reason, the only thing, the only interest. Do you see God as the only reason, the only thing, the only interest? When we love nothing in comparison of him, but in reference to him alone, we make him the only thing, the only reason, the only interest. When we love nothing in comparison of him, but in reference to him alone, we make him the only reason, the only thing, the only interest. The Bible says serving God is a thing of the mind. Like Job, when the minds agree in relationship with God, you will place him above all other considerations. When the minds agrees in relationship with God, you will place God above all other considerations. Can you see why many fail to place God where he belongs? When we base our relationship with God on blessing alone, we will have nothing to rest our belief on when the blessings are taken away. Our saviour Jesus Christ teaches us in that Luke 12 verse 13 to 21 to always see the need to involve God in every plan we make. To trust him and his kingdom and free ourselves from worrying about money. Because of money, many kill, steal and destroy. Today, it is money that dictates our direction instead of the giver of the money.  I mean a very important part of life will pass you by. That is why you see people with riches without joy, many without the essentials of life. What does it profit a man if he gains the whole world and yet loses his soul? Say to your neighbor, free yourself from worrying about money, free yourself from worrying about position, free yourself from worrying about power, free yourself from worrying about authority. We do not actually guarantee your future. Does money guarantee your future? Does position in your place of work guarantee your future? Does authority and power guarantee your future? What then is the good in making long term plans? In Psalms 51 verse 22, in Psalms 55 verse 22, 1 Peter 5 verse 7, the Bible enjoys us to cast our burdens upon the Lord. I take it again. In Psalms 55 verse 22, 1 Peter 5 verse 7, the Bible enjoys us to cast our burdens upon the Lord. The best remedy against anxiety is to cast our burdens upon the Lord. Believing His divine will to calm our spirits. To cast our burdens upon God is to rest our burdens in His providence and promise. To cast our burdens upon God is to rest our trust in His providence and promise. Remember His promise does not say will keep us free from cares and anxieties, but that He will give us enough grace to stand and resist those troubles that causes cares, anxieties and unnecessary fears. If we commit our ways and works to Him, He promise to carry us in the arms of His power and will strengthen our spirit by His spirit. So why don't we trust and let Him prove Himself? After all He is the governor of our future. I mean He owns our future. This is more reason why God gives us plenty of evidence because He knows that until we experience God there will be dissatisfaction in our lives. A sense of hunger to know what life is all about. A desire to know what happens after life is over. You will not have rest, peace of mind until you experience God. Say to your neighbor, you need to experience God. I cannot hear you. You need to experience God. Any moment from now you will experience God's power. As you experience God's power, trust Him. Believe the way out for you has come. The way out for your business has come. The way out for you has come. Hallelujah. Rise up, rise up, rise up, rise up.


Every culture is a unique answer to a fundamental question. What does it mean to be human and alive? Because the greatest curse in the history of humanity, a curse that goes back to the dawn of awareness, is cultural myopia. The idea that my world is a real world and everybody else is a failed attempt at being me. My point is that cultural myopia is not just a curse of humanity, but it's one horrific trait of humanity that in a multicultural, pluralistic, interconnected world we can no longer indulge. As if literally all of the glory of the rainforest and the natural wealth, the natural capital of the forest was just sort of being put into a grinder and ground out to produce money, you know? Let me ask you a question. What's the formula of photosynthesis? Carbon dioxide and water sparked by photons of light creates carbohydrate and releases oxygen. But you could easily graduate not just from this undergraduate university but from law school, from business school without knowing the formula of life. How can we possibly get people to understand the profundity of biological relationships, the profundity of ecological connections, the interdependence of life itself if they are utterly scientifically illiterate? We accept that someone can be fully educated who has not the slightest idea of anything to do with biology. Think about that. That's really what the whole wrap of development is. The whole development paradigm is questionable. I mean, genocide, the physical extermination of the people is universally condemned. Ethnocide, the destruction of a people's way of life is knowing not condemned. It's embraced in many quarters as appropriate development policy. Pastoral nomads or hunters and gatherers don't fit the image of the nation-state and therefore they have to be eliminated. Something just think of it. Half the languages of the world that were spoken the day you were born are not being taught to children which means they're on the road to extinction. To lose half the languages in a generation is to literally lose half of humanity's collective knowledge. Every fortnight some elder passes away and carries with them into the grave the last syllables of an ancient time. You know, if God's all powerful why does he allow evil to exist in the universe? Lord Krishna said to thicken the plot. Cultural appropriation ranges from stealing the Elgin marbles, you know, from Greece to an ongoing serious epidemic of marketing of rare treasures through illicit smuggling, you know, rings which should be heavily policed and heavily condemned. I mean, the thing that we forget is that this incredible social transformation women in a generation going from the kitchen to the boardroom people of color from the woodshed to the White House gay people, men and women from the closet to the altar school children talking of biodiversity the biosphere of Gaia people beginning to abandon traditional patriarchal religion for the subtle nuances of the Dharma in Buddhism which is one of the fastest growing religions in the West the fact that we really are seeing the earth in almost metaphysical terms as a living entity all of the things from above that I mentioned are profoundly threatening to someone who isn't prepared to accept them but I took psychedelics and I'm proud to say that I wouldn't write the way I write I wouldn't think the way I think I wouldn't have understood the nature of cultural relativism as an anthropologist I wouldn't treat women the way I do our parents used to say, don't take these things you'll never come back the same that was a whole bloody point, right and so the fact that the genies out of the bottle ain't going back and the tsunami of social change and transformation and spiritual growth and reinvention of our entire sense of ourselves on the planet it's rolling forward and you know get out of the way if you're not prepared because it'll drown you if you're not prepared to float upon it you know, Facebook, Twitter I mean six, basically six billionaires in Silicon Valley have within their hands the ability to protect or frankly destroy democratic traditions that have developed in such a powerful way but always on by definition a fragile foundation and so everybody you know who uses cocaine has a blood of Colombian people on their hands Wow, that's going to be a wild book, yeah


Hello Aces, welcome back to module seven, lesson number 6.1, the secret sauce, 360 ads. In this lesson, what you're gonna be learning is why you should be running 360 ads for your restaurant. Now's the time to do so, I know this is the sexy stuff. A lot of people jump into this right away, but only come to this when you have your foundation sets, when you have your online and connection done. Then we come into this module, then we come into what is truly gonna get you some financial freedom. In this lesson, what we're gonna be talking about is what are 360 ads? 360 ads are getting your food and beverage shop seen everywhere your customer goes. We're talking about TV ads, we're talking about surveys, Google search, direct mail, sales, Yelp, word of mouth, social media, PR and bus ads. Like basically anywhere they go, they cannot escape you. That's what I mean by running 360 ads and if you think that you need deep pockets to do that, you don't need it and that's why we're going through this whole module together. Why it is so important to do so? Why does it matter? Because typically it takes 500 different touch points for anyone to make a decision to purchase a flight. That's how much they need to see you and see something relevant to you before they decide to purchase a flight.  But lucky for you, deciding where to eat typically only takes 20 different touch points. So if you don't understand touch point too much and if you don't understand the 1K fan journey, then definitely go back to module six and lesson six to get a refresher on what your 1K fan journey looks like. Now, a sample fan journey for those of you who are still here is basically someone talks about this new restaurant in town. Then two days later, they see your restaurant on Instagram and then on a call with a friend they just bring this up that, hey, you know what, where do you wanna go eat? Oh, you know what, this place looks pretty good to go. Then you do some research online and you see that they have some good reviews and you tell your friend that, hey, let's go try out this new place. That's a sample journey that we're talking about. Now, for all the touch points specifically, when their friends talk about passing by your restaurant, that itself is a touch point because your restaurant pops in mind. It comes into radar. Second is that they see that a friend posts about your restaurant on Instagram. Oh, okay, cool. I see that my friend's eating there. That's another touch point, right? They hear about it once, they see it for themselves and then they see an article talking about your shop. Hey, you know what, best 10 eats in Vancouver and automatically, oh, cool, your restaurant's there. That's another touch point. They see a post from an influencer, a foodie talking about your restaurant. Oh, cool, that's another touch point. You see how these are all individual touch points that start stacking together without us realizing. When you can craft, when you can actually craft these experiences, craft these touch points, you have increased your odds of turning these people into customers. And that's the reason why we're going through this module is for us to actually intently craft the touch points. So then that way you have much more chances of getting more customers. Carrying on with this whole example, then your family members talks about seeing your shop in your restaurant and then they see your food and beverage shop on Facebook. Now, instead of seeing it on Instagram, then they go check out your shop's website. That's another touch point. They see a collab with the favorite coffee brand on your Instagram, cool stuff. Then they drive by your shop and pay on the way to visit a friend and they see, oh, cool, they have a line about the door. Oh, hey, you know what? That's the shop that we've been talking about. That's the shop that we see an article on. And these are just subconscious touch points that people see. Now they start following you on Instagram. Now they start to stalk you on Facebook because they're like, oh, this restaurant just keeps popping up on my feed. But then they cannot identify exactly all these touch points. And the power for us to actually identify these touch points is the fact that now that we're aware of it, what's gonna happen? Now we can actually intently craft that experience. Then they read reviews on Yelp to make sure that, hey, this place is worth going to and then they finally decide to come and check out your spot. And as you can see here, this is only 10 different, no, 12 different touch points.  So that's the reason why it's super important for us to intently craft the whole experience and why 360 ads with Instagram and Facebook is so, so important. It is so important because these two are the biggest platforms currently as we speak. And TikTok is coming up, but then the thing is it's still not too suitable for us to run advertisement to it yet. Now things might change later on, but in today's world, we're still thinking and still seeing that Instagram and Facebook is the place where everyone's attention is. It is very, very affordable in comparison to traditional forms, such as radio ads, such as newspaper. And on top of that, you can actually track your results. Also something that is super, super key when you are running ads on Instagram and Facebook is the fact that you can hyper target your audience. That means you can target your ads to show people who have a specific geographic that they're within five kilometers radius of your restaurant. And why is that the case? It is because people don't travel too far out from where they live in order to eat. Now come back to you as an example, when was the last time you drove more than 15 or 20 minutes away just for food? Pretty rare for that to happen.  That's the reason why you target people within five kilometers radius. You can also target people based upon their sex, their age, interests and their profession, et cetera, et cetera. Hyper targeted audience. Once again, you can target people on where they live, live around this radius. That's really, really effective because when you're running a promotion and you're running a promotion here, you're showcasing people here, your restaurant, most likely they're not gonna come to your restaurant because it takes what? 20, 30 minutes to get to your restaurant and I'm not to say that, hey, they won't come and visit you but when you're running advertisement, you should really target and become the go-to spot for these people around the community. They should all know about you before you reach out to these guys, okay? You can target people who love your shop as well, who follow you. You can target people who are friends with people who love your shop. This is called a custom audience, right? And best of all, this whole thing can cost less than $5 a day. That's a cup of coffee and yet you can actually reach thousands of people to showcase and be in their radar. Now, there are two rules of thumb when running 360 ads and if you don't know how to run it, it is completely okay. We don't need to do this. It's not a must. This is an advanced strategy that we're talking about and if this is just going by you like crazy, it is okay. Your whole point is to understand the concept, understand the principle. You can find the tech guys to help you execute. It is completely okay, but these are the two things to remember. The first thing is that you are not selling, okay? Make sure that when you're running your advertisement, you're not selling because when it comes to food, when it comes to selling stuff online, it's not about hard pushing something down someone's throat because people would just reject that. In today's world, when people sense that you're selling something, they automatically put up a guard and that's the reason why we wanna go against that. We're not selling stuff because it is super annoying. Every time I see an ad, I skip, but if it's something that's valuable and if it's something that is interesting, I will pay a little bit more attention to it and that's the reason why you find your appearance annoying.  Keep preaching the same thing over and over again and we're just tired of seeing promotions. We're just tired of seeing, hey, you know what, come into child or newest dishes and all these things. What we should be doing, the whole point is to remind your customers, remind people of your existence. You are just basically increasing the touch points that people get to see you. They see you on Facebook, they see you on Instagram, maybe multiple times every single month and basically whenever they think about Vietnamese food, they think about you because you just keep popping up on their feet. So if they're craving for something Vietnamese and let's say you do have a Vietnamese food restaurant, then automatically you come to mind, right? And you need to be able to, while you're presenting your ad, you need to plant your vision. You need to plant your values and also your mission and we covered all this in module one to module six.  So now we have built a trust. Now we have built a relationship. You see that I'm consistent.  I am here to provide value and that's the reason why you bought into this course because I'm consistent and I am not a fake and same thing with you. You need to present yourself as someone who is consistent that your restaurant is not a fad restaurant and that you have good quality food and that's what you're doing. You're running ads to showcase all these items and for $5 a day, you can definitely afford to showcase yourself to them. Second of all, if you have never done any Facebook ads before, find someone to help you execute. I would highly, highly recommend you to do so. How you can find people either put up a posting on Craigslist or you can actually ask your friends and family or just go on Upwork.com or Fiverr.com, right? These two are good places for you to actually find some help. Actually, you know what? Right here, yeah, Fiverr.com or Upwork.com guys, these are two great resources which you can actually find people to help you online, okay? Just understand the strategy and the purpose of why you're running these ads currently. And then in the next lesson, we're gonna cover how you're gonna be able to set it up. And once again, I would highly recommend you to get someone else who has done it and who's been there to run these ads for you. So in this lesson, you've just learned why it is super important to run 360 ads. In the next lesson, we're gonna be talking about how to set up your 360 ads to properly get the best results that you're looking for and this becomes your engine to keep turning customers around the clock for your restaurant. I'll see you guys in the next lesson.


No script. I'm just going to speak from my heart. A place I didn't believe existed anymore, but we're going to go there. Five months ago, my anime journey began.  As many of you may know, if you don't know, growing up, anime wasn't my thing. I mean, sure, I watched Pokemon, but do you even consider that anime? Yes, Nick, it's anime. No. I watched it in English. I've maybe seen one season of Pokemon, and that was it. I feel like everybody has seen Pokemon or Dragon Ball, one or the other, or maybe all of them.  We don't talk about that here on this channel.  I want to talk about what I love about anime. What do I love most about anime so far? It's for sure the community. And I'm not just talking about my community, but the anime community in general and how accepting they were. Now, you probably just got into my channel this year if you're watching this video. Most of you, some of you may have been around for a while. I started my channel about four years ago. I was a K-pop content creator. Oh my god. I reacted to K-pop. I love the music, but the fans. Wow. I don't know.  Can you believe that? My mouth? Why the K-pop community canceled me? I mentioned 9-11 in yesterday's video. That would have got me beheaded in the community. I couldn't be myself in that community.  Nothing wrong with the music. I love those fans that are still subscribers of mine, but the community, it's not for me. It's not somewhere where I felt like I could be myself. But the anime community, I feel like I could be myself for the first time. I could make jokes. I could mention some controversial subjects. I could say how I really feel about things if I don't like something. And yeah, there's people in the comments sometimes that are like, How dare you not like it? Yeah, you're terrible. I understand that. Some people are passionate about things. They don't like when you talk bad about what they like, especially if it's like a nice anime they watch.  All we learned about was the cut on Eren's kneecap. That didn't happen though. I would actually like an episode like that. But still, what I'm trying to say is that any anime community, I'm able to be myself. And for that, I thank you guys for being so welcoming.  I completely and eternally am grateful. I'm telling you guys, I went to Anime Expo 2022 last week a couple of days ago in LA. Drove, drove. Oh my God. Yeah, I drove my car through the sky. I flew six hours with three of my best friends since I was three years old. And I got to experience this four day event, but I only went there for two days. People came up to me during the event wanting to take pictures saying they love me. One guy said he was shaking. Fuck! I couldn't believe it, bro. Never in my life have I felt like special. I've always felt like special, but in the other way. Not special in a good way, but especially in the mental.  And it wasn't only that. That was just serving on the side. That was like the mashed potatoes. The full course was the event itself. Everybody dressed up. This was like a culture. This was amazing. It wasn't just anime anymore. It was culture. Everyone was dressed up across different animes, manga, different movies, Star Wars. It was everything. Everyone was having fun. They were shopping for posters.  Like it was an amazing time. I got a bunch of secret boxes. I spent $200 on these big red boxes.  I got nothing in those boxes. Like nothing I wanted.  He has it now. It was such a good time. And I never looked at anime that way. As a kid growing up, I was the kid that wanted to be like everyone else. I was a follower. I wasn't a leader. So anime was like this nerdy thing that a potential school shooter from the school would like.  Only if I knew. Five months ago I started this anime journey. The people. The music. The storytelling. The emotions. Everything. The messages I get. Everything about anime is just so beautiful. I love it. And as someone that loved the Japanese culture before I got into anime now I appreciate it even more.  Once they open them some bitches better welcome me because I'm moving there. So now with the community aside. Y'all already know how I feel about you. I love you so much to death.  Let's talk about the animes. Okay. First I want to start with this one. This one right here. This is so far my number one. I know that maybe cliche people will like Nick that's really cliche. What about spy family? No. No. I love spy family but listen. Attack on Titan. Just connect it with me. So deep. The storytelling just changed my complete outlook on life. How they go back to the first episode in the fourth season and connect. Little things connect. You don't know who the enemy or the good guy is. You don't know these things and as you're watching it you're on the edge of your seat trying to understand the motives behind these characters. You hate a character in the beginning but then you love them. How do you want to see them succeed? A character dies that you never think would die.  This is a cartoon.   My friend showed me a page at a Berserk. The manga. I couldn't believe what I saw. It was like a horse and something else that I can't even say. No. No.  The storytelling is just something else. It surpasses some of my favorite movies and I never thought animation would do that to me. I never thought that I would relate to a character so much that isn't really a human being. But it's crazy. I could relate to Erin. I could relate to Gabby. I could relate to Reiner. I could relate to Mikasa. Armin. Levi. Hanji. I could relate to these characters in different ways. They're different personalities. Then you have a show like Demon Slayer where you have the emotion. Then you have some comedy thrown in there. And I'm laughing. I'm laughing. Maybe not all at a time. 90% of the jokes hit. But it's not all fun and games. There's emotions. There's family issues.  Is that what you say? String tickle or finger those heart strings? I don't know. But wow. Then you have Spy Family. A good anime that made me cry the first time I watched it. After I watched it, I watched it again off camera. And I'm like, this is beautiful. This is what I want. I'm gonna cry right now, man. They're not even a real family. But it feels better than my family. And I love mine. Oh my god. It's so beautiful. It's funny.  Then you go to Jujutsu Kaisen. The action. I haven't seen action like that. Demon Slayer has his action. So has Attack on Titan. A little Spy Family. But Jujutsu Kaisen just, holy god. This is my sweet tooth. I watch it.  It just feels so good.  It's strong and energetic. Every time I watch it, I love the characters. Fushiguru, Iridori, Maki, Panda. Oh, don't get me started with Panda. How did I not mention Chantaro on Demon Slayer?  And it's hanging right there. Do you see this? This is what anime's done with me. This isn't just for the channel. This is what I love now. I wore that Chantaro around my neck during Anime Expo. Around my gold chain.  Chantaro is my new Jesus piece. I just started watching Death Note. I can't believe I didn't watch this show when it first came out. I remember my friends talking about it. It's this dark show. There's a devil and there's death.  That nerdy's...  I love it. I love how dark it is. It connects with my inner emo. I am an emo. An emo at heart. It's literally me. This show. And now I'm watching it. I can relate to Ryuk. The devil himself. Light is the real devil. I'm telling you guys. I'm only on episode 4 or 3, I guess. And I'm fully involved. I can't wait to see where the story goes. And that's how I feel with every anime. I can't wait to see where the story goes. And it's really hard to drag me in with stuff right away. When I'm watching a movie, sometimes I fall asleep.  Anime. I'm drawn in right away. Sometimes it takes an episode, but... The story. Storytelling. Japanese. I'm telling you all. I say this in a lot of my videos. Japanese artists. Writers. Storytellers. Whatever. Y'all are not human beings. You're aliens. I think there's one studio called UFOTABLE. And I saw a meme. They called it UFOTABLE. Yeah.   They're not on earth. Wow. Anime is something else. That is literally my opinion on anime. It's something else. It's something that I wish I got into. But I was really close-minded as a kid. So I'm happy I got into it now. Where I'm more open-minded. I'm willing to try different things. Different music. Different food. And in this case, different media. Maybe one day I'll get into manga.  I never thought I'd read a book in my life. My dad used to do all my book reports as a kid. So the fact that anime is making me want to read.  Or this is really good. Maybe both. Alright. Let's talk about something that got me into anime. The music.  My Spotify playlist used to be 80% emo music. 20% rap hip-hop. Now I'd say it's 70% Japanese anime music. Or just Japanese music in general. 29% emo music. 1% rap. This is what Japanese Japan anime has done to me. The music is just something else. You listen to the Attack on Titan openings. You listen to openings that I haven't even watched shows for yet. Like Unravel from Tokyo Ghoul. Or Vinland Saga. Which has my favorite anime song of all time. I think it's called Mokangeo.  Only what I know is TATAKAI. This is the only thing I know in MOTO. Those are two words I know. Oh and Baka. What does Baka mean? Shit? Or idiot? I don't know. Anyways. Incredible. The music is just something else. It's an anime is something else bro. In general with everything. I can't believe it. I can't believe it. When I'm watching it. When I'm listening to it. When I'm thinking about it. I can't believe it's real. I can't believe it took me till 26 years old. I need to check it out. And I'm turning 27 in a few days. July 15th. That's my birthday bitches. Yeah. I can't believe it took me till 26 years old to find this. But I'm so happy I did. Because it is a blessing. And I feel like I'll never get canceled. And if I do.  I'm still gonna watch and react to TATAKAI. And anime in general. I can't wait to check out Chainsaw Man. And people told me about solo leveling. And I can't wait to check out Hunter. Hunter. And One Piece.  And that's what I really love. Like I feel like I just entered into this new world. Like I was in this candy land before. But now I'm in Willy Wonka's chocolate factory.  Look at all this chocolate man.   I love chocolate. Isn't it the same thing? I don't know. But wow. I'm ready man. I'm like. Some people say I haven't even scratched the surface yet. Like there's so much. And that scares me. God. I can't wait to go to New York Comic Con. And not Comic Con. Anime NYC. I got tickets for that with my friends. I can't wait to see you guys. I can't wait to experience more of this culture. And that's what anime has done for me. It's made me excited for life. And this is where I get a little emotional.   But I'm saying I'm not gonna get there okay. You cry a lot. Call me what you want. But I haven't had the greatest time with life in the past few years.  As much success as I've seen on my channel. I got my apartment. I have good money. I make good money. I have a really nice Tesla car. You know I've made some friends along the way. I'm still not happy. I felt this emptiness in my chest. And I thought about things a couple of times. A lot of times actually. But anime has really made me rediscover something. Or just discover something in general within myself. Where I'm excited about life again. I'm excited. And I haven't been able to say that since I was a kid. Not once as an adult have I said I'm excited for something. But I'm excited to live. I'm excited to see tomorrow. What tomorrow brings. And I... You know I thank you guys the most for that. Without you guys. Fuck! No I'm not going there. I'm not. You guys. But um. Yeah. Without you guys. I don't know where I'd be right now.  I meant six feet deep. But yeah take that as you will.  Definitely. Definitely. But the things I say and the thoughts I have. I'd definitely be in hell. There ain't no place for me in heaven. I heard it's boring anyways bro. Hell is where it's at. You feel me? So yeah. Anime basically saves me I guess. And by anime I mean the community. The anime itself. The culture. The music. Everything. All of that combined into one anime. It basically saved me. It made me continue. It made me want to see tomorrow. And that was the whole idea behind this video was that no matter what age you are in life I feel like it's never too late to discover something to make you keep moving. And I'm not going to love it forever. Maybe I will. Who knows. But at least this made me want to keep going. And it taught me that there's still exciting things out there for me to discover. Whether it's places in the world. Cultures. Food. Whatever. There's things to be excited for. There's exciting things out there.  What do I even mean by that? See this is what I mean. I'm a dark individual.  Oh yeah. Guys. I want you and girls. And whatever. And everything else. Okay. I'm not trying to get canceled again. Let me know down below your experience with anime. When did you begin? Tell your story. How I told my story. What does anime mean to you? I'm going to read it. I'm actually going to read it. I read all my comments. Even if I don't respond. I always read my comments. I know I shouldn't. But I do. Because I love talking to you guys. I never had much friends in my life. And I'm just so grateful to have you. Caring. Caring about me. I never felt cared about until recently. So thank you guys. I love you. And let's continue this journey. It's going to be a beautiful one. And I'm glad. Happier than ever.  Yeah.  I don't even know what that means. But I'm happier than ever to be able to start this journey with you guys. Or to continue this journey. I love you all. Goodbye.


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Hi, I'm Sandy Olnok, artist and paper crafter, and today I have a huge group hug and a gift for federal workers and contractors affected by the shutdown. This darling group hug stamp by Waffle Flower seemed perfect for today because it's National Hug Day. While you watch the coloring, I first want to let you know that there's a National Hug Day sale over at Ellen Hudson's, link in the doobly-doo. But what I really want to talk about is a little of my heart that I want to give as a gift to those who are undergoing the craziness of not getting paid right now during the shutdown. No matter who we all blame for it, the workers do not deserve to have their pay withheld or to be furloughed. And stay tuned, there's going to be treats for everyone else as well later in this video. I've been donating to groups that are supporting the workers. The biggest one for me is Chef Jose Andres Group, World Central Kitchen. Jose is completely and totally my hero. I love when people use their skills, money, and influence to help others. And Jose has been doing that. He's been providing meals to long lines of hungry folks. I've also been giving to food banks, go fund me's, and others as I find them and I urge you to do the same. Support your local food bank right now more than ever. But I wanted to find something else that I could offer as a thank you to these workers and support for them. They're hardworking people and while I can't cook for them and they wouldn't want me to, and I can't pay their rent, I can offer a little solace for the soul, a little bit of art. So from today until the day the paychecks start to arrive again, I'm offering my whimsical sketching online class for free to federal workers and contractors who are affected by the shutdown. It's a drawing class that you can do with whatever pencil, Sharpie or other pen you have, and a piece of paper of any kind. So there's no supplies to go purchase since you don't have any budget right now. Anyway, this class will be just perfect. The class shows you how to do some whimsical drawings that are relaxing and will hopefully help to keep your mind off your troubles for a little while. The stamps that I'm coloring right now reminded me of some of the fun pictures in class with lots of images in a single drawing. Now for everyone else, I'm also putting my other drawing classes on sale as a National Hug Week sale through next weekend. And as a heads up in February, I'm also going to be launching an intermediate class called Casting Shadows. And you just might want to take the drawing 101 class in advance of that if you want to learn realistic intermediate shading in that new class. Okay, for the federal workers, contractors and their spouses, here's how to get the free class. Number one, register for an account at art-classes.com if you haven't already. Number two, email me from the account email that you registered with or tell me what email you registered with so I can add the class to the right account. Number three, in your email, I need something to show that you're one of the affected folks. So you need to include a modified photo of either your government employee ID or your $0 pay stub. And when I say modified, what I mean is blackout personally identifying information like social security numbers, phone numbers, addresses, account numbers. I do not want any of that information. I don't need it. And I don't want that photo hijacked in any way that would compromise your identity. And I just need a way to know that you're one of the affected folks. And as soon as I add the class to your account, I'm going to delete your email. So that will not be stored in any way by me. And number four, I will add the class to your account and email you to let you know that it's there. For everyone still watching this video, please do me a favor and share this video on your Facebook, your Twitter, your blog, wherever you share things. So the people in your circles of influence who are federal workers or contractors will hear about free art class and maybe be encouraged to take it. If you've taken the class before, share a picture of something that you have created in the class as well. So they can be encouraged that they too can dive into their own art. Don't forget that you can pick up the sale drawing classes using the links in the description on this video or over on my blog. Remember that this offer of a free sketching class is good until paychecks are released. I am hoping that that's really soon. Not for my sake, but for those in need. I'm praying that our leaders will reopen the government quickly and let you all get back to work and that they start to figure out how to be grownups in Washington D.C. You, the federal workers, the public servants of our nation are amazing for serving the rest of us the way that you do. And I want to say a hearty thank you to you and give you a great big virtual hug. If you enjoyed this video, please click that like button, share with your friends and family, and I'll see you guys another time.