time. Let's talk more about what this opens the door for. So key applications the one is academic research. So for example, assisting mathematicians, exploring new theories, automatically generating and validating formal proofs, accelerating mathematical discovery and increasing research productivity. Number two, software verification. So enhancing like formal verification of critical software systems, right? So for example like checking algorithms or thick protocols or mission critical systems. The other option is error detection and correction. So just identifying flaws in mathematical proofs by meticulously checking each logical step helping researchers and students correct subtle errors and then also for educational learning. So it's creating detailed step-by-step explanations alongside the formal proof which basically helps students and mathematicians learn and improve along the way. Now in terms of like everyday applications you could use this for like personal finance that could be an option. Problem solving so like a problem solving assistant. So it could act as basically like a tutor that helps you through solving challenging problems, thinking, reasoning, etc. And educational support. So like it can help students at all levels. Now in terms of the performance benchmarks, you can see them right here broken down. And you can see how this outperforms for mathematical theorem versus GP4, Anthropic, Google Gemini, and SOTA as well. So if we take a look here, if we compare the benchmarks, Deepseek Prover 2 scores 88. 9% on the mini F2F test, whereas GP4 scores 75. 2, Claude 71, Gemini 68, and previous state of the art was 63. So it's a big step in improvement. Now let's talk about what the big differences here. So number one is the context window for the reason model. Number two is the open source part of it. And number three is the architecture for using this as well. And again, if you want to use this with Python, that's a basic way to use it with Python. And then you just install the required packages or you can just get the API alternative and format prompts to start using it. The also the other thing as well I think is looking forward this is only going to accelerate research which help us speed up with developers in AI as well. So that's basically it peeps. That is Deepseek Prover 2 broken down. So if you have any questions, feel free to ask. If you want to get all the notes from today, feel free to get that inside the AI profit boardroom. Every single day there's an update. We just update this with something new. So for example, at Quen 3 just came out. We updated and added a full SAP for that, plus a bunch of useful resources here. You can see as well, Lutra, we've got a full SAP on how to automate stuff with this oneclick AI agent. And this is all the updates just from April. So you've also got updates from, for example, like March, from February, etc. If you go inside the community here as well, you can ask any questions you have inside the community. So if you're stuck with anything, feel free to ask inside the community and we can help you. And additionally, we've got weekly Q& A calls. So if you have any questions, you can just jump on those Q& A, ask any questions you have, and we're happy to help on that, too. And then inside the classroom as well, like we've got so many different courses on AI agents, AI SEO automation, how we've actually implemented AI into our business in a very practical way as you can see right here. And so if you want to learn like exactly how to make money and scale with AI, then feel free to check out this community link in the comments description. It's just focus on making money. And it's a community of members all focused on the same goals as you. Also, if you want to get a free one-to-one SEO strategy session, feel free to get that link in the description. We'll show you how we take websites from zero to 145,000 vis and generate hundreds of thousands of dollars in sales on autopilot. And on this free link building acceleration session, you're going to get everything you need to get results with SEO. will give you a customtailored game plan to grow your business and to get bigger, better results, plus more free leads, customers, and sales directly from