Aztec Network
βYou got things like Aztec that are spinning up. They're going to be in mainet, but that's going to be its own separate rollup.β
What the smart people are recommending. 7789 books, tools, and products endorsed by the thinkers absorb.md tracks. Ranked by how many times each has been recommended across compiled podcasts, papers, posts, and tweets.
βYou got things like Aztec that are spinning up. They're going to be in mainet, but that's going to be its own separate rollup.β
βthe distributed history ideas from Portal like those are actually making their way into production.β
βThey benefit from work being done by people like Succinct. The whole ZKVM effort, you know, like Risk Zero, all of the other different ZK providers.β
βThe whole ZKVM effort, you know, like Risk Zero, all of the other different ZK providers.β
βI was listening to on a recent Epicenter podcast and there was a quote that stuck out to me that I want to get you to double tap on.β
βBut if you take this barberh shop, do you know planet? you've heard about this uh what do they do? It's it's it's a big uh place where you can um book Yeah. book like a haircut or it's very big in Fraβ¦β
βwhat the idea wants us to build is a founders forge an AI powered startup accelerator platform helping aspiring entrepreneurs validate, build and scale their businesses using your proven methodologiesβ¦β
βYeah, it's a it's a magical place. I mean, I think the Bay Area is a huge cheat code to a level that I can't even talk about on Twitter because it would just piss people off who can't get in here. Um,β¦β
βI will open my Zoom app first to be able to record Zoom clips, which allows me to record my screen and talk and also transcribe my speech automatically.β
βI remember my computer science classes like I wrote a compiler, which was up until that point like the hardest thing I'd ever done. And that was great. It really gave me confidence that like, okay, thβ¦β
βI wish I'd stuck with physics more because then I would have had that same feeling about advanced physics and math.β
βI wish I'd stuck with physics more because then I would have had that same feeling about advanced physics and math.β
βSo computer networking, computer architecture, semiconductors, all that stuff was really useful even though I was doing software programming when I got out because just understanding the layers of absβ
βSo computer networking, computer architecture, semiconductors, all that stuff was really useful even though I was doing software programming when I got out because just understanding the layers of absβ
βSo computer networking, computer architecture, semiconductors, all that stuff was really useful even though I was doing software programming when I got out because just understanding the layers of absβ
βIn fact I would say you know go even lower level study chips, study physics, study whatever you can to understand how computers work because that's the greatest form of leverage in modern societβ
βThe tour is showcasing 50 years of physical graffiti. What does this album mean to you? Um it became a time imagine. So I 15 years into doing paying homage to dad I suddenly I wanted a challenge.β
βIf you're ready to launch, download the 10 zero to ship VIP code prompts for free. Link in the description.β
βHow can I learn to be better at prompting? We have a YouTube channel.β
βSo I think uh you know Paul Graham uh the founder of Y Combinator you know the best accelerator in the world um wrote this uh essay about being resourceful and he talks about the qualities of foundersβ¦β
βThis April, I'm opening the very first cohort of [music] the AI second brain. 3 weeks live hands-on from April 15th to May [music] 1st. I will be there personally for every session, every Q&A, every [β¦β
βWe introduce UQ, a testbed of 500 challenging, diverse questions sourced from Stack Exchange, spanning topics from CS theory and math to sci-fi and history, probing capabilities including reasoning, fβ¦β
βIf you are a writer, you should definitely give it a look. Just search for Author Insider on Substack.β
βI think I would have dinner with Newton because he was like religious and super smart and just like talk about how he was in his age and why he's religious.β
βI think the browser companies are interesting. So there's Strawberry, here's.com, there's DIA and Perplexity. Now I'm I'm very excited to see what happens to other companies.β
βWhat I do instead is something called [music] an annual life review. And honestly, I think it's the piece that most people are missing. If you've ever felt like a failure because [music] you can't stiβ¦β
βIlya Sutskever (@ilyasut) a revolutionary breakthrough if i've ever seen oneβ
β# Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoningβ
βOur results establish that both learning and sampling can be performed efficiently in the beyond-classical regime, opening new possibilities for quantum-enhanced generative models with provable advantβ¦β
βWe recommend use of these cleaned CMB maps for low multipole (\ell < 30) studies.β
βWe present a new $\ell<30$ likelihood for use with the Cobaya package.β
βInteractive assets & ROI calculators: Teams create new calculators, demos, and interactive concepts in minutes, not weeks.β
βjust drop in a prompt or screenshot, and get a polished landing page right away.β
βWe find surface subgroups in certain one-relator groups with torsion and use this to deduce a profinite criterion for a word in the free group to be primitive.β
βIf you want to be able to follow what's going on, I recommend reading the notebooks side by side with your copy of the book.β
βI've now [music] written an entire book about this practice called Life in Perspective, which comes out later [music] this year.β
βAnd so today, like, you know, there are features, like, in the T-Mobile app, that if you call, are actually handled by OpenAI models behind the scenes.β
βIBM's Granite 4.0 is now on Replicateβ
βWe've been working a lot with T-Mobile. T-Mobile. So T-Mobile, leading, like, US telco operator.β
βI like a lot Amgen. Amgen, the healthcare business. Amgen yeah. So, we are working quite a bit with healthcare companies. Amgen is one of the leading, like, healthcare companies.β
βSo one of my favorite deployments that we've done more recently, actually, is with the Los Alamos National Labs.β
βYour fabric uh which you've done you did some time ago actually but is still really really good.β
βJoin my email newsletter. Every week, I share insights about productivity and different practices like annual reviews that help you make [music] progress without guilt.β
βAnd by the end you can either build the second brain yourself in notion or use [music] our template that sets it up in just 5 minutes.β
βWe have a bunch of companies in our portfolio that are using these models, Parloa on the customer support sideβ
βI can speak for behavior and I think β Jim, you should speak for group. β for behavior like I explained earlier that one of the most important first step we took is to really embody the belief that AIβ¦β
βSo Rogo, which is a startup in the financial services space.β
βAnd the one I recommend is the save to notion web clipper which is really the easiest um to set up and operate.β
βIf you already have your GTC Washington conference passes, do not miss β these special sessions that are on the screen. There's plenty to see and learn.β
βI highly recommend you jump into um add this to your calendar. I'll put it in the chat right now. Um, and if you have any questions on it, feel free to send me a message. β but this is going to be supβ¦β
βThere's another startup called Accordance that's doing this in the tax space.β
βSora update #1 _Blog post by Sam Altman_β
βSo including optimism, arbitrum, base, tao, scroll, all of those, we'll be able to include again a a significantly larger amount of data.β
βSo including optimism, arbitrum, base, tao, scroll, all of those, we'll be able to include again a a significantly larger amount of data.β
βSo including optimism, arbitrum, base, tao, scroll, all of those, we'll be able to include again a a significantly larger amount of data.β
βSo including optimism, arbitrum, base, tao, scroll, all of those, we'll be able to include again a a significantly larger amount of data.β
βand also it works really well with this other tool ZKVMs right so zkVMs uh this is a technology that I think we've been talking about thinking about working on for basically the past like 10 yearsβ
βAnd there's a number of protocols that are working on this. So there is ERC7683.β
βAlso as there's starting like EIL is like another one that that a team at the EF is working on.β
βNow how do we do this? Basically we have to move away from optimistic roll-ups and we have to move toward ZK roll-ups.β
βBut today with Ziki snarks we do have the technology to provide it.β
βAnd on the right we have Aragon and Aragon is a DAO project like it's a a project that's writing software and tooling for Dows that has existed for a long time and they have been recently getting β¦β
βAnd by the way, everything I'm showing you here is included in our second brain notion template. If you want this exact setup, link is in the description.β
βSo there's also L2s, Aztec and IntMax I think are both very impressive.β
βbillions of people now interact with Gemini models, whether that's through AI overview, AI mode, or the Gemini app.β
βCode: https://github.com/rbalestr-lab/llm-jepa.β
βAnd this requires in protocol account abstraction. So things like EIP7701 and also Fossil which is a proposal that basically means that you have about 16 different actors in parallel that are able tβ¦β
βAnd this requires in protocol account abstraction. So things like EIP7701 and also Fossil which is a proposal that basically means that you have about 16 different actors in parallel that are able tβ¦β
βI remember having to buy books on Adobe Photoshop as a kid and then you'd read them to learn how to remove something from a from an image and how to fill it in and feather and all this stuff. Now anyoβ¦β
βAnd uh like the the like Nightfall and all of the efforts from EY have been I think excellent projects and you know they uh are just one example to show how much uh how much interest there is and evenβ¦β
βI mean either privacy pools type ideas or like ways of zero knowledge proving specific claims about yourself without revealing everything.β
βI mean I'd be curious to answer for other people like why don't you have 10 times more money in a real gunpool?β
βI mean inmax is uh I think like the the value ad there is uh actually yeah well in that case it is payments focused but it's privacy on top of the extreme scalability that's uh enabled by their versioβ¦β
βI mean uh also for like the wallet side for example right so I think you know the recent announcement started talking about kohaku and then also one of one but then the goal there is like not you knowβ¦β
βCustom internal tools: Teams spin up custom dashboards & admin tools, with AI features, to streamline any workflow.β
βI actually mean I mean I feel like actually Signal has been um gained a huge amount of like market share in terms of conversations within the crypto space over the course over the past year or so, rigβ¦β
βIn this work, we present a surprising connection between attention sinks and compression valleys, tracing both to the formation of massive activations in the residual stream. We prove theoretically thβ¦β
βWeβre scaling quantum computing even faster with Atlantic Quantum.β
βI just like um carrying a a small bag so that I don't have I don't want to wait at the baggage claim. And I have a fat back so I just can't carry that much weight. So that's kind of a a nice um it's aβ¦β
βthe first launch it went viral because it was the first agent in the market that you could tryβ
βThe Quantum service is fully integrated into IBM Cloud and we operate our service at the same standard as all other services on IBM Cloud, used by clients with sensitive data world wide: https://www.iβ¦β
βWith @Vanguard_Group, we tested sampling-based VQAs for portfolio construction.β
βBlog: https://www.ibm.com/quantum/blog/vanguard-portfolio-optimizationβ
βPaper: https://arxiv.org/abs/2508.13557β
βThus far, LLM-JEPA is able to outperform the standard LLM training objectives by a significant margin across models, all while being robust to overfiting.β
βHis latest book is called The Viper, and it is in the series of Zig and Nola, where the Action Hero, believe it or not, is a mortician.β
βHe also has this, this wonderful nonprofit called Ordinary People Change the World.β
βHowever, there are some very clever ways called the quadratic civ and the number field civ that you can factor numbers on a digital computer much faster than trial division.β
βHowever, there are some very clever ways called the quadratic civ and the number field civ that you can factor numbers on a digital computer much faster than trial division.β
βAnd luckily there's a classical algorithm for this called continued fractions. So you get 372 / 2048. You use continued fractions to round it off. You get 2 over 11 and then 11 will give you the factoβ¦β
βThe first thing I would say as a researcher is you have to really look for the truth. And that's the number one thing you you can do.β
βYou know, I love the Escape artist. I love the Fifth of Assassin.β
βAnd that's why I started using Beam's Dream Powder. This is an American company, and they're all about clean, sciencebacked products to help you perform.β
βFirst of all, I think it goes back to what I talked about earlier. You should be asking questions, and making sure that you don't feel intimidated by asking questions all the time. And you know, make β¦β
βAI um like behalf is uh is integrated into Shopify. It's called Sidekick. Um Having a uh um you know infinitely patient, extremely knowledgeable um you know kind non-judgmental AI sidekick as part of β¦β
βI remember I learned in in graduate school, I couldn't make these Josephson junctions. They didn't work at all. After months of trying different things, I finally went into the clean room and spent thβ¦β
βHaving other hobbies and focusing on that is quite quite good, and I think I tend to be very intense about doing the physics. So, you know, having having some other outlets, and I would say especiallyβ¦β
βThat's why I started using Calera Lab. Their high performance skin care is designed specifically for men. It's simple, effective, and backed by science.β
βCritically analyzing recent STM and transport experiments [Z. Ge, et al, arXiv:2510.12009] on 2D electron systems in the presence of random quenched impurities, we argue that the resulting low-densityβ¦β
βKen Goldberg and I talked to The Quantum Kid about quantum computing and robots.β