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…Support for the show comes from VCX, the public ticker for private tech. For generations, American companies have moved the world forward through their ingenuity and determination. And for generations, everyday Americans could be a part of that journey through perhaps the greatest innovation of all, the U.S. stock market. It didn't matter whether you were a factory worker in Detroit or a farmer in Omaha. Anyone could own a piece of the great American companies. But now, that's changed. Today, our most innovative companies are staying private rather than going public. The result is that everyday Americans are excluded from investing and getting left further behind, while a select few reap all of the benefits. Until now. Introducing VCX, the public ticker for private tech. VCX, by Fundrise, gives everyone the opportunity to invest in the next generation of innovation, including the companies leading the AI revolution, space exploration, defense tech, and more. Visit getvcx.com for more info. That's getvcx.com. Carefully consider the investment material before investing, including objectives, risks, charges, and expenses. This and other information can be found in the fund's prospectus at getvcx.com. This is a paid sponsorship. he investment material before investing, including objectives, risks, charges, and expenses. This and other information can be found in the fund's prospectus at getvcx.com. This is a paid sponsorship. One of the best pieces of advice I can give to anyone who wants to stay on top of AI capabilities is to develop your own personal private benchmarks, challenging but familiar tasks that allow you to quickly evaluate new models. For me, drafting the intro essays for this podcast has long been such a test. I give models a PDF containing 50 intro essays that I previously wrote, plus a transcript of the current episode and a simple prompt. And wouldn't you know it, Claude has held the number one spot on my personal leaderboard for 99% of the days over the last couple of years, saving me countless hours. But as you've probably heard, Claude is the AI for minds that don't stop at good enough. It's the collaborator that actually understands your entire workflow and thinks with you. Whether you're debugging code at midnight or strategizing your next business move, Claude extends your thinking to tackle the problems that matter. And with Claude Code, I'm now taking writing support to a whole new level. Claude has coded up its own tools to export, store, and index the last five years of my digital history, from the podcast and from sources including Gmail, Slack, and iMessage. And the result is that I can now ask Claude to draft just about anything for me. For the recent live show, I gave it 20 names of possible guests and asked it to conduct research and write outlines of questions. Based on those, I asked it to draft a dozen personalized e-mail invitations. And to promote the show, I asked it to draft a thread in my style, featuring prominent tweets from the six guests that booked a slot. I do rewrite Claude's drafts, not because they're bad, but because it's important to me to be able to fully stand behind everything I publish. But still, this process, which took just a couple of prompts once I had the initial setup complete, easily saved me a full day's worth of tedious information gathering work and allowed me to focus on understanding our guests' recent contributions and preparing for a meaningful conversation. Truly amazing stuff. Are you ready to tackle bigger problems? Get started with Claude today at claude.ai/tcr. That's claude.ai/tcr. And check out Claude Pro, which includes access to all of the features mentioned in today's episode. Once more, that's claude.ai/tcr. Yeah, it's fascinating. Do you know offhand what the models are for that later work that that was work that was done by folks at AE Studio, right? And and maybe other organizations as well. So they didn't have like clawed internals is my point. I'm trying to figure out how how big is big in that in that second case.…

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