Podcasts about Ankur

In this week's episode of Parallax, Dr Ankur Kalra is joined by Dr Chris Maroules, National Director for Cardiac Imaging at SimonMed and co-director of Innovation Health. Together, they explore why coronary CTA, now a Class 1 recommendation in the 2021 ACC/AHA chest pain guidelines, has become the standard first-line non-invasive test, and why proficiency in cardiac CT is essential for cardiology trainees in 2026. The conversation shifts from traditional risk scores to direct disease assessment, highlighting the power of coronary CTA to identify and quantify plaque burden. Dr Maroules discusses high-risk plaque features, the limitations of calcium scoring, and the evolving role of FFRCT, before outlining a future of AI-enabled screening and precision prevention. He concludes with practical advice for fellows, encouraging Level 2 certification to stay ahead in an increasingly imaging-driven field. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

Ankur Nagpal is the GP of USVC, a publicly accessible venture capital fund. In this conversation, we break down how retail investors can now access private markets like OpenAI, Anthropic, and SpaceX for as little as $500, and the controversy around USVC's Anduril investment, portfolio strategy, QSBS, tax alpha, and what it means to build wealth in America. ====================Looking for a better place to trade? BloFin gives traders access to deep liquidity, advanced futures products for crypto AND TradFi assets, fast execution, and a clean, intuitive interface—all in one platform. To celebrate their partnership with us, they're giving away $100,000 in Deposit & Trade Rewards. Deposit, trade, and earn rewards based on your activity during the campaign. Check them out at (https://partner.blofin.com/d/Pomp).====================BitcoinIRA: Save up to 37% in capital gains taxes on your retirement investments. Take 3 minutes to open your account & get connected to a team of IRA specialists that will guide you through every step of the process. Go to lp.bitcoinira.com/after-crypto to win up to $4,000 in rewards.====================Arch Public is an agentic trading platform that automates the buying and selling of your preferred crypto strategies. Sign up today at https://www.archpublic.com and start your automated trading strategy for free. No catch. No hidden fees. Just smarter trading.====================0:00 - Intro1:07 - The case for & against private market investing9:27 - Inside USVC's fund structure (open to anyone with $500)12:59 - What's in the USVC portfolio right now14:44 - The Anduril SPV controversy explained19:38 - Buying out LP stakes in venture funds23:42 - Private markets vs S&P25:34 - Lessons from AngelList's data on portfolio construction 30:44 - Why AI is no longer just a category & due diligence 34:16 - Biggest risks & tax alpha with USVC39:22 - Sticking to the plan amid market change40:43 - Working with Naval and what America means to Ankur

Have you ever questioned the traditional drill-and-fill mentality in your dental practice?In this Fail Forward episode, seasoned dentist Dr. Ankur Gupta reveals how he broke away from the traditional "drill and fill" approach engrained at dental school, after seeing his teenage daughter multiple cavities. Reflecting on the long-term effects of extensive fillings he performed on his patients, Dr. Gupta decided to change his approach and direct energy into proactive preventative measures for his daughter, and all subsequent patients. Discover how challenging traditional dental practice beliefs can offer a more compassionate and health-focused approach and why treating patients like family could set your practice apart. If you're ready to evolve from just restoring dental health to maintaining and promoting it, then this is the episode for you!‍‍Listen to Ankur's Other Episodes Here:398: Dr. Ankur Gupta | North Ridgeville Family Dentistry – The Dental Marketer Podcast‍Host: Michael AriasJoin my newsletter: https://thedentalmarketer.lpages.co/newsletter/‍Join this podcast's Facebook Group: The Dental Marketer Society‍Love the Podcast? Follow on Your Favorite App! https://lnkfi.re/TDMPod

In this episode of Parallax, Dr Ankur Kalra is joined by Dr Matthew Budoff, Professor of Medicine at the David Geffen School of Medicine at UCLA and a leading authority on preventive cardiology and cardiac imaging. Together they examine the role of cardiac CT in detecting silent atherosclerosis, and ask whether imaging should displace traditional risk scores in routine practice. Dr Budoff makes the case for the coronary calcium score as the foundation of personalised cardiovascular care, arguing that population-based risk factors often fail at the individual level. He weighs the calcium score against CT angiography in primary prevention - covering cost, radiation, the uncertain significance of trivial plaque, and the risk of inappropriate stenting in asymptomatic patients - while noting that symptomatic patients warrant CCTA first-line. He also addresses elevated Lp(a) with a zero score and the case for CCTA in younger high-risk patients, before outlining his scalable, score-tiered approach to therapy, drawing on data from the VESALIUS trial. Is the calcium score ready to replace traditional risk scores? When should imaging guide therapy, and when should it be deferred? Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

We're excited to have Databricks join us at AIEWF, among hundreds of the top companies in the AI Engineer ecosystem. LS subscribers can use their discount to get past the late bird pricing and access over $50k in sponsor offers! Everyone is still talking about Satya's Frontier Ecosystems post, but few have actually built a (now $175 billion) frontier ecosystem and cloud like our guests today.From open-sourcing the layer above coding agents to rethinking databases for the agent era, Databricks cofounders Matei Zaharia and Reynold Xin are pushing the company beyond the lakehouse into a full data-and-AI operating system. In this episode, Matei and Reynold join swyx at the 2026 Data + AI Summit to unpack Omnigent, LTAP, Lakebase, agent security, open formats, Mosaic, and why databases may matter more than ever once AI agents start doing real work.We go deep on Omnigent: Databricks' open-source meta-harness for combining, controlling, and sharing agents across Claude Code, Codex, Cursor, Pi, custom agents, and internal tools. Matei explains why coding agents and enterprise agents run into the same problems: portability, collaboration, session history, security, spend controls, and the need for a common API above every harness.Then Reynold walks through Databricks' database dream: why CDC is brittle enough to joke that it means “continuous data corruption,” why HTAP has been the holy grail of database engineering, and why Databricks thinks LTAP gets most of the benefits by unifying the storage layer instead of collapsing every query engine. We also cover Databricks' infrastructure scale, the culture behind rapid prototyping, the difference between tech and enterprise customers, Databricks vs Snowflake, whether vector databases should have ever existed, the Mosaic model strategy, Genie, AI Runtime, RL fine-tuning, and the thesis that traditional software gets rewritten once the data is in the right place and agents sit on top.Databricks began as a company for the big data era. The origination of Spark from the Berkeley AMPLab which eventually turned into the product Lakehouse convinced enterprises that they didn't need a separate data lake, warehouse, ML platform, and governance layer. They just needed one open foundation where all of their data could live and be reasoned over.Since then a lot has changed, but data has only become more important. Data is no longer something you keep track of and analyze ad hoc, it's the necessary context agents need in order to act. So the framing has shifted from “where do we put all of our data?” to “how do we expose the right slice of state, history, permissions, and business logic to an AI system at the exact moment it's doing work?”If frontier model performance becomes commoditized, the durable advantage then becomes the company-specific context around them: proprietary data, governed access, operational state, transaction logs, workflows, and feedback loops. Which makes Databricks positioned perfectly.Now coming fresh off the Data + AI Summit 2026, the company is moving just as fast to keep up, announcing Genie One, Omnigent, LTAP, and many more, indicating a central mission in its newer work: Databricks is trying to become the operating system for enterprise agents.Models are getting good enough, but agents are only useful if they have the right context, permissions, memory, state, cost controls, and access to live business data. Fundamentally it appears that significantly better model performance in production is a systems problem, one that data guys like us are remarkably well prepared to solve!We discuss:* Why Databricks built Omnigent as a meta-harness above existing AI agents* Why coding agents and custom enterprise agents need the same infrastructure* The common API for agent sessions, files, streams, tool calls, and cancellation* Why persistent sessions, cloud sandboxes, sharing, search, and collaboration matter* Why Databricks open-sourced Omnigent instead of keeping it proprietary* Databricks' internal agent usage, cloud sandboxes, and coding workflows* The scale of Databricks: 50–60 million virtual machines a day and exabytes before breakfast* Why agent security needs contextual and stateful policies* How an agent could read confidential docs, install a compromised npm package, and leak data* Why spend control matters when an agent can burn $500 reading logs* Startup opportunities around coding-agent analytics, quality, skills, and spend* LTAP, Lakebase, and why Databricks wants to rethink the database stack* OLTP vs OLAP, CDC, and why data pipelines break at 3 a.m.* Why HTAP has historically been the holy grail of database engineering* Why Databricks thinks LTAP is “HTAP done right”* How writing transactional data into column-oriented formats changes analytics* Why agents need live operational context from databases, not just telemetry* How Databricks prototypes strategic systems without endless process* Enterprise vs tech customers, governance, procurement, and DIY culture* The “second system syndrome” risk of rewriting a database engine* Building a database engine from a decade of traces and quadrillions of data points* Why vector databases should never have been a separate category* Why open formats and AI changed the race with Snowflake* The Mosaic story, DBRX, Genie, document parsing models, and specialized model training* Why model customization and RL fine-tuning may become mainstream* Why “get the data there, slap some agent on top” may rewrite traditional softwareMatei Zaharia* LinkedIn: https://www.linkedin.com/in/mateizaharia* X: https://x.com/matei_zahariaReynold Xin* LinkedIn: https://www.linkedin.com/in/rxin* X: https://x.com/rxinDatabricks* Website: https://www.databricks.com* X: https://x.com/databricksTimestamps00:00:00 Introduction00:02:22 Omnigent and the Agent Infrastructure Layer00:08:39 Agent Clouds, Common APIs, and Open Source00:16:52 Databricks Scale and Internal AI Workflows00:18:03 Agent Security, Governance, and Spend Controls00:27:34 LTAP and the Database Dream00:30:30 CDC, HTAP, and Why Data Pipelines Break00:34:05 Lakebase, Parquet, and Live Data for Agents00:36:47 Databricks' Culture of Fast Prototyping00:43:40 The Dream Engine and Rewriting the Database Stack00:51:02 Vector Databases, Query Engines, and LTAP00:52:36 Databricks vs Snowflake00:57:48 Mosaic, DBRX, Genie, and Specialized Models01:03:11 Context, AI Runtime, and RL Fine-Tuning01:06:15 Why Data + Agents May Rewrite Software01:07:09 Closing ThoughtsTranscriptIntroduction: Databricks, Data + AI Summit, and Founder DynamicsSwyx [00:00:00]: Matei and Reynold from Databricks, welcome to Latent Space.Reynold Xin [00:00:06]: Hey, thanks for having us.Swyx [00:00:07]: Yeah.Matei Zaharia [00:00:08]: Yeah, thanks so much.Swyx [00:00:09]: thanks for taking time out. You have your Databricks, Data AI Summit going on. You were just telling me how the first summit that you guys ran was just 50 peopleReynold Xin [00:00:17]: Yeah, it wasSwyx [00:00:17]: in BerkeleyReynold Xin [00:00:18]: little meetup at Berkeley, I thinkMatei Zaharia [00:00:19]: YeahReynold Xin [00:00:19]: put togetherMatei Zaharia [00:00:20]: We were doing these tutorials and, yeah, just teach people Spark.Swyx [00:00:23]: Yeah. obviously now it's like, I think like the headline number's like 100,000 people around the world, 30,000 in person.Swyx [00:00:30]: it's a crazyMatei Zaharia [00:00:31]: AmazingSwyx [00:00:31]: community. Well, I just saw the keynote.Swyx [00:00:35]: Ali's just. Did was it obvious or that back when that Ali would be, like, such a great, like, CEO? LikeReynold Xin [00:00:42]: OhSwyx [00:00:42]: such a great presenter?Reynold Xin [00:00:43]: What do you think?Matei Zaharia [00:00:44]: I think among our group of founders it was clear that, I think he'd be the best at this.Swyx [00:00:50]: Yeah.Matei Zaharia [00:00:50]: And yeah, it turned out great. And he's, he's ramped up on so many topics growing a company. He would just go in and, like, study it and, be talk to all the experts. Like, even if he can't hire the person, learn enough about, like, finance and sales and whatever it was, and, and go from there. Yeah.Swyx [00:01:09]: Yeah.Reynold Xin [00:01:10]: he's obviously very high IQ and a very high EQ, but it wasn't. Like, Ali today is quite different from Ali from, like 10 years ago. I think there's a lot of work that he put in to, get to this point.Swyx [00:01:20]: Yeah. no, to me the most appealing thing about him is that he's funny. And like, it, it's, it'Matei Zaharia [00:01:26]: It's true, yeahSwyx [00:01:26]: it's hard to make jokes about, data warehousesReynold Xin [00:01:30]: About serious topicsSwyx [00:01:31]: securityMatei Zaharia [00:01:32]: YeahSwyx [00:01:32]: what have you.Matei Zaharia [00:01:33]: Oh, yeah. That's for sure.Swyx [00:01:34]: Yeah. So you guys launched a whole bunch of things. I'll, I'll just name check briefly, the stuff because we're not gonna cover everything. Omnigentt, your baby. LTAP, your baby, your dream engine.Swyx [00:01:47]: we're also gonna cover Genie, cover CustomerLake, you acquired PantherMatei Zaharia [00:01:52]: YeahSwyx [00:01:52]: Open Sharing, and there's Unity AI Gateway. A lot of these, I think, like, are things that you would expect a Databricks to do. It's, it's like part of the roadmap. Everyone in your category has similar things. But I think, probably the two of you are leading the two most unique and differentiated initiativesOmnigent and the Agent Infrastructure LayerSwyx [00:02:09]: on, in the landscape. Maybe we'll start with, Omnigentt we'll, we'll, we'll, we'll go into it. I do think that a lot of people are exploring this meta harness concept.Matei Zaharia [00:02:21]: Yeah, totally.Swyx [00:02:21]: What led you to it?Matei Zaharia [00:02:22]: Yeah. There were a couple of, like, converging lines, which I think is a good sign that you need something new. So on the one hand, there's all the coding agent info internally. We have really great, dev infra team. they built something called Isaac, that's like a wrapper on Claude Code and Codex, and, lets you use them either on the web in, like, sandboxes or, just on your dev machine or on your laptop or whatever. And then, they were adding all kinds of stuff there. And we saw all the more advanced engineers like, were building their own workflows with tons of agents, and they were building their own UIs and stuff on top or even on top of that. And then the other one was, like, us building agents. We ship this, like, data science agent called Genie on the research team, which I lead. We also build a lot of internal ones for various things, and then we have all the customer ones. And all of them running into this thing of like, “Oh, I need to switch model and harness and so on,” every few months. Plus the agent is, like, completely useless if you can't share sessions with someone and have history and have search and all this, like, layer on top of it for collaboration. I thought a bit about it from both contexts and, at first people thought it was weird. They're like, “Why are you doing coding agents and custom agents in the same thing?” But I said it's, it's the same problems and, you just wanna build the stuff that lets you deliver the agent, maybe control it if you care about security, and, make it portable across things. And then we prototyped some things as experiments. We saw, yeah, we can make it work, and then we built that for real.Swyx [00:04:06]: I'm wondering if this let's call it architectureMatei Zaharia [00:04:11]: YeahSwyx [00:04:11]: maps to anything in your careers in the past. like I always think about how a lot of things just tie back to operating systems.Swyx [00:04:18]: A lot of operatingMatei Zaharia [00:04:19]: YeahSwyx [00:04:20]: systems tie back to databases,Matei Zaharia [00:04:21]: SoSwyx [00:04:21]: or the other way aroundMatei Zaharia [00:04:22]: so the thing, I do think it ties a lot to, like, network protocols, internet protocol. we alsoSwyx [00:04:29]: Communication between entities.Matei Zaharia [00:04:30]: Yeah. We did stuff with, like, data sharing also, which is probably, most viewers probably won't know unless they'Swyx [00:04:36]: Yeah, open protocol is the term.Matei Zaharia [00:04:37]: Yeah.Swyx [00:04:38]: Open sharing. Open sharing.Matei Zaharia [00:04:38]: Open sharing.Swyx [00:04:39]: Yes.Matei Zaharia [00:04:39]: Yeah. So it's like you have a company, you maintain some table, like let's say like a Walmart or something. They have like the, inventory and what's been sold in each store. And then you also have suppliers, and they would love to produce more things and ship them, like, exactly the moment you need them. So they would love, like, real-time access to your table. So instead of like sending emails around or Excel sheets or phone calls, why can't you share like a view of that table in real time with them? Then they query, they, join it with their data, and they decide what to send. So it's one of these things where you, like you might ask like today since we can vibe code anything so fast, why do we even need to design like protocols or APIs or software? Why can't you just vibe code things on demand? But for this type of interoperability where multiple parties that are moving at different speeds are building stuff and you still want some layer on top to coordinate, you do wanna design it and build it. So it reminds me of that, like agents talking to each other and, users talking to agents and tools.Agent Clouds, Cloud Sandboxes, and Keeping Sessions AliveSwyx [00:05:42]: Reynold, any other comments alternative viewpoints?Reynold Xin [00:05:46]: I think, by the way, we had a debate on exactly which set of benefits would, matter a lot, and I think around the time we decided to do this thing I was telling Matei, “Hey,” it just happened to be there's a particular week that I was coding nonstopSwyx [00:06:00]: from the moment I woke up to, like, the moment I went to bed, I was, like, looking at my Claude sessions, my Codex sessions. And one of the things that was particularly annoying was having to keep my laptop open.Swyx [00:06:12]: I was driving to a doctor's appointment, and I remember because I wanted to make sure the whole thing continues working.Matei Zaharia [00:06:18]: But by the way, it's so comforting to hear you say that because I'm like, “I don't know if I'm a clown and I'm doing this or like.”Swyx [00:06:25]: Yeah. Like honestly, I was driving and I was tethering my laptop to my phone.Matei Zaharia [00:06:29]: huh.Swyx [00:06:29]: Keeping it on the side. Whenever I hit a red light, I started looking at what's going on my laptop.Matei Zaharia [00:06:35]: Yeah.Swyx [00:06:35]: And I just felt that was ridiculous.Matei Zaharia [00:06:37]: Yeah.Swyx [00:06:37]: It felt like we went back to the dark agesMatei Zaharia [00:06:39]: YeahSwyx [00:06:40]: programming. the productivity you gain from all this coding age is amazing, but, yeah.Matei Zaharia [00:06:45]: Have you heard of cloud?Swyx [00:06:47]: Yeah.Swyx [00:06:48]: It was crazy to me.Matei Zaharia [00:06:49]: Oh, the thing you were working on was the sandboxes or was this before that?Swyx [00:06:52]: It was a sandbox.Matei Zaharia [00:06:53]: Okay.Swyx [00:06:54]: I was workMatei Zaharia [00:06:54]: So you were inSwyx [00:06:55]: So I was approaching from a very different angle. I wanted to, “Hey, we're gonna have cloud sandboxes that doesn't shut down. You can get one very quickly,” but not just for running agentic sessions.Matei Zaharia [00:07:06]: Yeah.Swyx [00:07:06]: It's also for running development. So I was personally building that week, and through building that, I ran into all these issues, and then I wroteMatei Zaharia [00:07:15]: YeahSwyx [00:07:15]: a document for Matei, it's like, “Here's my wish list of what the actual environment should do.” And I think he ended up almost implementingMatei Zaharia [00:07:22]: YeahSwyx [00:07:22]: every single one of them.Matei Zaharia [00:07:23]: Yeah, I remember Reynolds saying, ‘cause my first prototype of this had just chats with your agent and he said, “I have to be able to open a shell, like my own shell and like list files and like tail them and stuff.” SoSwyx [00:07:36]: So SSH into a mainframe.Matei Zaharia [00:07:37]: Yeah. it has that now.Swyx [00:07:39]: Tailing my log.Matei Zaharia [00:07:40]: Yeah.Matei Zaharia [00:07:41]: Yeah.Swyx [00:07:41]: And also another thing I think I asked was, I had. I still use cursor for the sole purpose of rendering markdown files.Matei Zaharia [00:07:48]: huh. Yes.Swyx [00:07:49]: So I said, “If you just give me a way to see my markdown files and renderMatei Zaharia [00:07:53]: YeahSwyx [00:07:53]: them properly, I don't need a separate tool anymore.”Matei Zaharia [00:07:55]: Yeah.Swyx [00:07:56]: And I think you also built that in.Matei Zaharia [00:07:57]: Yeah, we, yeah, we did that, yeah. Yeah, we had a lot of engineers building, their own vibe coding setup. But then the other thing they all said is like, “Hey, I built something that's amazing for me, but, like, no one else on the team can use it ‘cause I don't have a server to collaborate.” And this is why we tried to set up, Omnigent, so you can have a server and have the security, set up in there. So, like log in with Google or whatever and, like securely share stuff. which. And that's where we've seen a lot of other agents like hit things. Like people think they prototyped an awesome agent, but it's not allowed to connect to like some really important data or whatever because of the security team.Omnigent Architecture, Open Source, and Common APIsSwyx [00:08:38]: Yeah.Matei Zaharia [00:08:38]: So yeah.Swyx [00:08:39]: Yeah. At this point, so for those watching along on YouTube, we're gonna putting up a image of the structure here, and we can talk a little bit of the architecture. I think I just want to have people understand, ‘cause like when we're talking about software, it can be very abstract and like here is what we're talking about. You've worked out in open source this entire platform and there's a runner component and server component with a uniform API that you've, you've figured out. any other element and obviously you can plug in all this, persistence layers and compute layers. This is a whole cloud. It's an agent cloud.Matei Zaharia [00:09:12]: Yeah. It's, it's got these components to work with it. The, a lot of the action happens like on the machine where you deploy your agent too. So whatever you've got on there, you can run. But yeah, it's, I think it's the minimal thing you want to have hosted, like collaborative agents and to have that server. And one of the reasons we open sourced it is, anyone building agents, this gives them an app they can start with and customize, which we were seeing in Databricks too. Like someone would make a nice, agent app and then other teams would ask, “Oh, can I just use yours for my agent?”Swyx [00:09:45]: Yeah, I think we had like five or six different agentic frameworksMatei Zaharia [00:09:48]: YeahSwyx [00:09:48]: built by every different team. They do all do more or less the same thing. Yeah, you need to. people wanna take something that works in Forkit, and you might as well have something open source. Yeah, which also was another question, which is interesting for Databricks. Like what do you choose to open source? What do you choose to make it proprietary? It's in. this goes back to Spark, right?Matei Zaharia [00:10:05]: Yeah.Matei Zaharia [00:10:06]: One, so one of the reasons to open source something is if you think it's a layer that will there'll be some network effect, it'll benefit from many, people collaborating, on it. So, for example, with Spark, I don't know if when Spark came out, we also focused a lot on letting you have libraries on top. So like there used to be differentSwyx [00:10:28]: EcosystemMatei Zaharia [00:10:28]: distributed computing engines for like machine learning and graph computation. We said they should all be libraries that you can compose. And we made it super easy to add connectors to data sources too. And then we benefit because, we don't have the time to write like connectors to like, 1,000 like different databases and file formats, but we can just use the ones people make, and of course they benefit from joining, this thing. So that's like one of these as it. Another way to think about it is like imagine, we our thing wasn't open. We had some agent hosting thing, but it's not open and then there is an open one. if you're. Which one's gonna win in the long run? So like here, because there is this benefit from like people writing integrations, it'll be, it'll be that. And then there are other things that like you just can't, even deliver as open source that are things the company does. Like for example, how do you make sure you're like streaming, jobs or your Lakebase database doesn't like, lose all your data at night? Well, that requires an operational team that's gonna sit there. There's no way it has to be a service. So like we wanna make sure as a company we're really good at those infra services and then we're as open as we can in terms of like what you build on top.Swyx [00:11:42]: speaking from a benefits, I think we are already seeing pull requestsMatei Zaharia [00:11:45]: YeahSwyx [00:11:45]: of all kinds of ecosystem integration, even though it was only released on Saturday.Matei Zaharia [00:11:50]: Yeah, Saturday. Yeah. So someoneSwyx [00:11:51]: Let's see, let's see what's going on. Yeah, you can look at the merge ones. I asked Sam Nigon this morning aboutMatei Zaharia [00:11:59]: 400 merge already?Matei Zaharia [00:12:00]: Yeah. I think Recent quite, I would guess around half are not from our team. but for example, someone added support for running it on Kubernetesrnetes. people added, many cloud sandboxes, so this can launch a cloud sandbox and run your agent in there, which is great for sharing too, ‘cause it's not, like, on your laptop and someone's, like, running scary code on there. so yeah, many startups have put those in, and, we expect to see more of them. We also have more agent harnesses already. Cursor, CLI, and Antigravity also.The Modern Data Stack and the Emerging AI StackMatei Zaharia [00:12:34]: Yeah. That's all, beautiful. And I, I feel like the last time this happens, there was the rise of the modern data stack.Matei Zaharia [00:12:42]: I don't know if it's that useful. I'm, I'm curious in your postmortem.Matei Zaharia [00:12:46]: I think most peopleSwyx [00:12:47]: AgreeMatei Zaharia [00:12:47]: will agree that it is finally dead. but maybe this arises to a new modern AI stack that, like, does the same thing.Matei Zaharia [00:12:52]: I don't know.Reynold Xin [00:12:54]: I think the modern data stack was a pretty useful thing, probably even up until this day. I think what, maybe for the audience who don't understand the history, I think the modern data stack is effectively decomposed into you need a layer to ingest the data in, you need a layer to transform your data, and then all of this are run, and then you need a layer to maybe visualize your data. And all of this runs on some data warehouse, or later on, as we're doing data warehouse or lakehouse.Reynold Xin [00:13:21]: I think that concepts are all very powerful and very useful. They enable a lot of workloads. What people eventually run into is a question of unification and consolidation is, hey, do you really need to chop all this into different pieces and work with so many different vendors and platforms in order to get, like, a very simple visualization done, right? So I think, like, over time, everybody started realizing that customers are pushing us. We started, we can realize that, so we started building more and more capabilities and trying to consolidate. And at the end of the day now, customers don't have to worry about having me hook up five different systems in orderMatei Zaharia [00:13:55]: YeahReynold Xin [00:13:55]: produce a chart. But the. I think, honestly, something like this is probably happening, in how many different frameworks do you want to hook up together in order to produce, like do a very simple agent.Matei Zaharia [00:14:06]: Just to be clear, I would say the core of this is this common API on top of all the harnesses. So the API is like, you've got an agent session, and you can send in a message or, like, a file. That's what you can send in, and then you get out, these streams as it's streaming text or as it's doing tool calls. And, or the other thing you can send in is you can, like, tell it to cancel a turn. So that's the API. Now, the thing we did is we could get you that on top of, like, cloud code running in a terminal, Codex, Py, OpenAI SDK, all that stuff. We map them all to that same interface. So that is something that you'd have to maintain yourself if you built your own, like, agent orchestrator, and then whenever cloud changes its API, you gotta, tweak your thing or it's gonna lose some messages. So that's the thing that's valuable to maintain. Then on top of that, like, we built a few apps. I think we built a pretty cool UI and stuff, but that's, And we built a security and control piece, which I'm excited about. But it's that common interface, so we don't. We. That doesn't try to be a stack. And in fact, you could plug in your own UI on top of this, server. That, and that's one of the use cases we care a lot about, ‘cause we want to use this in our own products.Compute, Sandboxes, and Databricks ScaleSwyx [00:15:20]: Yeah. It should be everywhere.Matei Zaharia [00:15:22]: Yeah.Swyx [00:15:22]: I think one of those things that is really interesting to me is, like, well, first of all, I'll, I'll endeavor to do everything and not call it the modern AI stack because like it needs a different name.Matei Zaharia [00:15:32]: Yeah.Swyx [00:15:32]: But like, yes, like, so one of the first people that told me about compute, sandboxing was Nikita from Neon.Swyx [00:15:39]: Because a lot of people think about Neon as like, well, it's serverless Postgres with, like, the separation of compute and storage and, instant branching and all those things. But every database company is also a compute company.Matei Zaharia [00:15:51]: Yeah. Yeah.Swyx [00:15:52]: And so he was showing to me his whole, his sandboxing solution. I don't think he have ever launched it.Matei Zaharia [00:15:57]: So our sandbox solution, the reason we could build it so quickly was because we realized if you just take the actual Lakebase architectureSwyx [00:16:05]: YeahMatei Zaharia [00:16:05]: and remove the database from it, by the coming from NeonSwyx [00:16:08]: Exactly, rightMatei Zaharia [00:16:09]: you have this sandboxSwyx [00:16:09]: Every database company has it already, yeah.Matei Zaharia [00:16:11]: Now, there are some differences. For example, in the one to support this particular workflow, it's important to have local persistence,Swyx [00:16:19]: YeahMatei Zaharia [00:16:19]: because you want your state to persist. Your libraries, you don't have to install your library every time, right?Matei Zaharia [00:16:24]: whereas the Neon architecture, because of the separation of storage from compute, you don't need persistent local disk.Swyx [00:16:30]: Yeah.Matei Zaharia [00:16:30]: So there's some differences.Swyx [00:16:32]: Yeah.Matei Zaharia [00:16:32]: But the, at the end of the day, yeah, it's, Yeah, so this is when you run, like, a coding sandbox. Like, if I use it, yeah, we have the dev env internally at Databricks. There's, like, many, like, tens of gigabytes of data just for, like, all the source code and, like, artifacts and stuff that I built, and I want that to come back next time, so.Matei Zaharia [00:16:51]: Yeah.Matei Zaharia [00:16:51]: But yeah.Matei Zaharia [00:16:52]: Before the show, we was talking about some statistics that might be surprising at the adoption.Matei Zaharia [00:16:56]: It could be internal, it could be external, whatever comes to mind, just to impress people the scale this is happening.Swyx [00:17:02]: So we, on the analytics side, I think we launchedReynold Xin [00:17:06]: Maybe 50 or 60 million virtual machines a day across all three clouds, so we're one of the biggest compute orchestrators out there.Reynold Xin [00:17:13]: Stuff for sure for CPU compute.Swyx [00:17:14]: Yeah.Matei Zaharia [00:17:14]: Yeah.Reynold Xin [00:17:15]: the. And all of this process, I think exabytes of data, I joked about depending on which time zone you are, typically before you have breakfast, Databricks would have processed exabytes of data already on that day. and on Neon, it's pretty interesting, too. It's launching, I think, 13 million databasesSwyx [00:17:34]: YeahReynold Xin [00:17:34]: a day now.Swyx [00:17:35]: Yeah, to me that was, like, aReynold Xin [00:17:36]: And that's just likeSwyx [00:17:37]: Like, what do you mean?Matei Zaharia [00:17:38]: Yeah. And that's the point.Reynold Xin [00:17:40]: And a lot of those were thanks to agent- agents and branching experimentationSwyx [00:17:44]: YeahReynold Xin [00:17:44]: because we made it so easy and so quickly, and thanks a lot to Nikita's team, to launch databases. It's, the. So it's changing the way people use databases.Swyx [00:17:54]: Yeah. Okay, we're gonna go into more database talk in a bit, but I wanna make sure we close up anything on Omnigentt. you mentioned, you were excited about the securityOmnigent Security, Contextual Policies, and Spend ControlsSwyx [00:18:03]: control side.Matei Zaharia [00:18:04]: Yeah.Swyx [00:18:04]: a lot of companies are figuring that out right now, as well as the spend side.Matei Zaharia [00:18:08]: Yep.Swyx [00:18:09]: what have you found there?Matei Zaharia [00:18:11]: Yeah, so I spent quite a bit of time talking to internal users, developers, security team, managers, and also lots of customers, and there's a few things. Like, first of all, one thing, that immediately was. became obvious is for security, there's this tension between, like, usability and security. And, the way people do. Like, a lot of coding agents today have very basic things like you can tell me which tool patterns I'll allow or disallow or whatever. It's like yes or no. But that puts you in a very tough spot. So just as an example, like, should my agent be able to read, some confidential documents, or let's say, should it be able to install new packages from npm, which, maybe it's compromised. Yes or no? Like, maybe I wanna allow it. Should my agent be able to publish stuff to the company website? Well, if I'm using it to code on the website, yes. But should it be able to do both, so it can, like grab a confidential document and be prompt injected and leak it? Probably not. So the thing we decided we need is stateful or what we call contextual policies where you keep track of the state of that session. It's not like is it allowed to push to the marketing site or not, but, like, hey, if it did a risky thing, like it installed, a old package from npm, or it read, like, 1,000 confidential docs, then no. Then don't, don't do it. Otherwise, maybe it's okay. That's one example of, like, moving that trade-off so it's both more secure and more useful by having a more powerful engine, essentially. This requires tracking sessions. The other piece that was interesting there is, like, there are these very level events it's doing, and you want some libraries on top that parse them. Like, for example, we have a, MCP server on Google Drive internally. It's got 60 API calls. like, how do I know which of those, like, will share a document with stuff on the internet and which ones won't? It's, it's annoying. So we designed in Omnigentt the policy layer so that it's functions and you can have libraries. Like, someone can make something that maps the level events to high-level ones, and then you write a policy about the high-level things that came out. so and thatSwyx [00:20:25]: This is related to the Panther,Matei Zaharia [00:20:27]: Yeah, Panther is. will help with that. PantherSwyx [00:20:30]: YeahMatei Zaharia [00:20:30]: a similar idea on the event processing side, and it's Python-based versus a weird custom language. this is more, as in realSwyx [00:20:39]: I didn't even know we were good yeah.Matei Zaharia [00:20:41]: Those things are happening, yeah.Swyx [00:20:42]: Yeah.Matei Zaharia [00:20:42]: So yeah, but these are the cool things. I think the contextual or stateful part, and then the way it can be libraries, and that was another reason to make it open source because others will write libraries and, like, we and our customers can use them. And the final thing, because it's stateful, one of the states we track is how much you spent in that session. So I can. I've had, like, I ask an agent to debug something, and it spent $500 because it decided to read a lot of log files and burn a lot of tokens. but I can literally say, “Okay, launch a agent to do this and cap it to spending $5.” Like, ask me for permission if it needs more. And because we're counting that within that session, it'll pop up and tell me, “Okay, you spent five, $5. Do you wanna go on?”Reynold Xin [00:21:27]: So important context here. Matei spent the last five years, a lot of his time was architecting Unity Catalog at DatabricksMatei Zaharia [00:21:34]: YeahReynold Xin [00:21:34]: which is the governance layer for data.Matei Zaharia [00:21:35]: That's right, yeah.Reynold Xin [00:21:36]: And he's combining expertise at that layer together with all the AI governance he knows.Matei Zaharia [00:21:41]: Yeah.Swyx [00:21:41]: DoMatei Zaharia [00:21:41]: But I also spent a lot of time being annoyed by coding agents and getting prompts.Matei Zaharia [00:21:46]: And also as theReynold Xin [00:21:48]: All the aboveMatei Zaharia [00:21:48]: I don't want to end up on the front page as, like, I installed some weird npm package and leakedSwyx [00:21:53]: YeahMatei Zaharia [00:21:53]: all the code, so I'm especially paranoid. But also I have very little time, so I don't want to sit there approving, like, do you want to run a 20-line, bash script, yes or no? so that's why I spend a lot of time figuring out, like, how can I make it as safe as possible and not annoying?Swyx [00:22:10]: Yeah. Is safety and mmm, let's call it security a bigger concern than token maxing or token budgets? which one is, likeMatei Zaharia [00:22:19]: Oh, yeah, they're both there. I don't know. I guess it depends on the type of company you are. So I think, some companies, like, the budget is, limited and, they really care about thatSwyx [00:22:34]: you can be Uber and still be concerned?Matei Zaharia [00:22:36]: Yeah. Oh, yeah, totally. Yeah. If you haveReynold Xin [00:22:38]: for us, securityMatei Zaharia [00:22:39]: YeahReynold Xin [00:22:40]: super paramount.Matei Zaharia [00:22:40]: For us, security is absolutely critical as a, cloud provider. It's, it's the most important thing, and, token maxing, we're not so worried about it yet, but I've seen the Like, for example, I talked to some consulting companies. They have, like, 100,000 employees who are all coding for customers. If those each spend, like, an extra $1,000 a month, that's, that's not fun.Swyx [00:23:04]: YeahMatei Zaharia [00:23:04]: we have, like, only a few thousand engineers.Swyx [00:23:06]: What's the policy in Databricks? Is it just unlimited or what'Matei Zaharia [00:23:08]: It's, it's unlimited, but we do. we use our own product to, like, analyze the traces and stuff, and we have a team that'looking to optimize and to see if anyone's doing something weird. And, we had some really cool insights just from analyzing current traces, like whichSwyx [00:23:24]: YeahMatei Zaharia [00:23:25]: models are better at, say, Rust versus like TypeScript or whatever. So yeah, at least in our code base.Swyx [00:23:31]: Yeah. Amazing. Obviously, I have to ask the token question, obviously.Matei Zaharia [00:23:34]: Yeah.Swyx [00:23:34]: I think it'sReynold Xin [00:23:34]: YeahSwyx [00:23:34]: it's a key thing. But yes, security and control above that, and figuring out a sane layer there you can have some autonomy, but, not too much.Matei Zaharia [00:23:43]: Yeah. Yeah, and we wanna make it super easy. As a engineer, you should set a thing. So in Omnigentt, you can ask your agent, “Set a policy on yourself to do this.” So it can likeSwyx [00:23:52]: But if there's something I should be showingMatei Zaharia [00:23:53]: YeahSwyx [00:23:53]: I don't, I don't see it on the GitHub, but,Matei Zaharia [00:23:55]: Oh, yeahSwyx [00:23:56]: there's justMatei Zaharia [00:23:56]: Well, in the docs there's something.Swyx [00:23:57]: Yeah, this is it.Matei Zaharia [00:23:58]: You can look at it later.Swyx [00:23:59]: Okay. Yeah.Matei Zaharia [00:23:59]: Just look in the docsSwyx [00:24:00]: YeahMatei Zaharia [00:24:00]: contextual policies if you wanna see.Swyx [00:24:04]: I just like to point peopleMatei Zaharia [00:24:05]: look at the built-in policies.Swyx [00:24:06]: Yeah.Reynold Xin [00:24:06]: Yeah.Swyx [00:24:06]: If you want to, follow up on this is exactly where to look, right?Reynold Xin [00:24:10]: Yeah.Matei Zaharia [00:24:10]: Yeah. yeah, and the story of these is, like, I just wrote, like, I wrote a doc with like 10 ideas for things before as you were working on them. Well, that was, like, my wish list of things people asked, and I told the team, like, “Hey, can you do like at least five of these for the launch?” And then they just got back with all of them, so.Swyx [00:24:29]: Oh, wow.Matei Zaharia [00:24:29]: so you can come up with more, but them- some of them are just meant to be examples. really you can intercept, like, any event the agent is making, and you can then either block or force it to ask the user or, like, allow, and you can update state to keepSwyx [00:24:45]: YeahMatei Zaharia [00:24:45]: track stuff.Swyx [00:24:46]: Yeah, ‘cause ultimately you're, I think of you as, like, a systems designer.Swyx [00:24:50]: You let people plug in, right? That's the wholeMatei Zaharia [00:24:51]: YeahSwyx [00:24:52]: modus operandi of what you do.Matei Zaharia [00:24:53]: Yeah.Swyx [00:24:54]: It's likeMatei Zaharia [00:24:54]: And we care a lot about also composab- like, can someone else write a library that others use, whichSwyx [00:24:59]: YeahMatei Zaharia [00:24:59]: this is meant to.Reynold Xin [00:25:00]: There's also a batteries included philosophy hereMatei Zaharia [00:25:03]: YesReynold Xin [00:25:03]: probably very similar to how you did Spark, which is you could just start using.Swyx [00:25:06]: Yeah.Matei Zaharia [00:25:06]: Yeah, that's right. It has to be good out of the box at certain things, and then you can build your own things on top that, like, we don't wanna do. But in Spark, if you just wanna like, I don't know, like read a table or do, like, a aggregation, it should be awesome at that out of the box.Building on Omnigent: Contributions, Startups, and AnalyticsSwyx [00:25:23]: Yeah. People wanna catch up on Omnigentt, they should watch your keynote.Swyx [00:25:26]: they should go through the GitHub and the docs. If they wanted to contribute, or they want to build on this ecosystem what would you call out as the most high-leverage places get involved?Matei Zaharia [00:25:36]: Yeah, do get involved in the Discord and in GitHub. Our team is there, is monitoring, and, some of the things people ask for we just built ourselves. Some of them, we're, we're collaborating with them to build it. and also tell us, likeSwyx [00:25:49]: Yeah, they're gonna be veryMatei Zaharia [00:25:49]: how you would like to use it because I think especially for developers, like, everyone wants it to work their own way, and a really good developer tool, like you have to hear the feedback on all the ways and figure out the abstractions and how to let people customize. So we'd love to hear, like, if you think, “Hey, I, I don't want it to work this way,” tell us. We really just wanna get that compatibility layer across agents and then let you do stuff on top.Swyx [00:26:14]: Yeah. is there any, in terms of like the startup side, I'm, I'm a founder.Swyx [00:26:18]: I wantMatei Zaharia [00:26:18]: YeahSwyx [00:26:18]: I see an opportunity, I wanna get in front of you. What's your request for, like, a startup that, like, I wish someoneMatei Zaharia [00:26:23]: Oh, like you wanna integrate with us?Swyx [00:26:24]: someone was working on this.Matei Zaharia [00:26:26]: Oh, for a startup?Swyx [00:26:27]: Yeah.Swyx [00:26:28]: Like, your, you got your own startup. It's doing well.Matei Zaharia [00:26:30]: Yeah.Swyx [00:26:30]: But like, if you weren't working on your own startup, what is, like, obvious that you should You advise many startups too, obviously.Matei Zaharia [00:26:37]: I do think, just as a company with a lot of engineers, like anything that helps me make sense of how people are usingSwyx [00:26:46]: SpendMatei Zaharia [00:26:46]: coding agents and,Swyx [00:26:48]: Yeah. AnalyticsMatei Zaharia [00:26:48]: spend, but also quality or like you should write, you should add this skill, or you should write this thing, or your agents are really horrible at tasks involving this service, so I go spend time. That would be nice. yeah.Swyx [00:27:00]: Yeah. The closest I've found is, this team, GitAI.Matei Zaharia [00:27:03]: Oh, cool. Yeah.Swyx [00:27:04]: They started with, like, we will just do, code and human attribution, but they're building the analytics layer on top of that.Matei Zaharia [00:27:12]: Yeah.Swyx [00:27:12]: I do think, like, there are a bunch of, like, artificial analysis is obviously,Matei Zaharia [00:27:18]: Yeah, they have their benchmarksSwyx [00:27:18]: doing super wellMatei Zaharia [00:27:19]: YeahSwyx [00:27:19]: with their stuff. so there's, there will be people. I think this is like the domain of consultants first, but then peopleMatei Zaharia [00:27:26]: YeahSwyx [00:27:26]: will build software that, let's say, it's kinda like the management planeMatei Zaharia [00:27:29]: YeahSwyx [00:27:30]: for coding agents.Matei Zaharia [00:27:30]: Yeah, I think there'll be a lot of insights there. You have it in other areas.Swyx [00:27:34]: Okay. Well, and then the other, big thing is your dream engine.LTAP: Lake Transactional/Analytical ProcessingSwyx [00:27:39]: maybe you wanna tell the story of, LTAP.Reynold Xin [00:27:45]: So, and background with. I'm, I'm gonna make people listen to our Ankur Goyal episode where we talked about SingleStore, HTAPMatei Zaharia [00:27:52]: YeahReynold Xin [00:27:52]: and all that history.Matei Zaharia [00:27:52]: Yeah. The LTAP idea is pretty simple. so if people have heard of the, Ankur's, talk about HTAP, it's effectively the world of databases. Sorry, there's like maybe a lot of context needs to be injected here. The world of databasesSwyx [00:28:06]: I am happy to be the database podcast that I'm forcing people to, like, learn your databases, guys.Swyx [00:28:11]: You cannot vibe code with just markdown files.Reynold Xin [00:28:13]: Yeah.Swyx [00:28:13]: Like,Reynold Xin [00:28:14]: It's one of the most important fundamental systems technologies out there. But the world of database effectively split into roughly two halves. There's what we call OLTP databases, which are transactional, and think of your Postgres, your MySQL, your Oracle databases, and the other side is what we call analytics, and sometime might refer to term OLAP. And the difference is on OLTP, you typically have maybe run some transaction on some event that looks up at one specific row. We update that row, right? It's a very oriented data structure. And on analytics, you're trying to reason on the data. You're trying to compute, “Hey, what's my revenue per store? What's my. How's my website doing every day?” And then you, eventually want to probably end up running anal- machine learning on it to predict, “Hey, how will my maybe sales be going in the future?” they are so very different architecture, and everybody start with OLTP databases. Every app, when you become serious enough, that needs more than markdown files, you need to have a database. You want to lose your data, you want to have some transactional consistency. But once you want to reason on the data, if you only have like- A hundred rows, it's probably okay to run it on your Postgres or your own, your MySQL database. But once you have more data and want to run more complicated analysis, the very analysis might crush your Postgres database. So you start doing, getting data out of the OLTP databaseSwyx [00:29:35]: Replication.Reynold Xin [00:29:36]: Replicate them into the analytic systems and just startSwyx [00:29:39]: Yeah, which for people, Elasticsearch is, like, aReynold Xin [00:29:42]: Yeah. So some of them get into Elasticsearch for, like, blocked analysis. A lot of our customers obviously get into Databricks to run more sophisticated things.Swyx [00:29:51]: Yeah.Reynold Xin [00:29:51]: And there's this term called CDC, whichMatei Zaharia [00:29:54]: Change data captureReynold Xin [00:29:55]: change data capture. and what it does, it reads the binlog of the database, and if you don't understand what binlog is, it's fine. The, but it's a little delta of the data, and it reconstructs based on the delta, the state of the database, on the analytics side. But CDC is, like, a very painful thing. It's how standard in the industry, everybody uses it, but, it ends up being. I think many data engineers ends up being waken up at, like, 3:00 a.m, because there's some pipeline thing.Swyx [00:30:22]: my explanation is, like, Airbyte is like a, became a $5 billion company just doing CDC.Reynold Xin [00:30:27]: Yeah, exactly.Reynold Xin [00:30:28]: CDC is, like, a veryMatei Zaharia [00:30:30]: It's hard.Reynold Xin [00:30:30]: It's one of the most boring but one of the most fundamental operations, like, powering modern society.Matei Zaharia [00:30:37]: huh.Reynold Xin [00:30:37]: But it's so brittle that, we joke that it's, should be called continuous data corruption, because you might change your schema on your OLTP database, and then the CDC pipeline fails to handleSwyx [00:30:48]: YeahReynold Xin [00:30:48]: the schema change.Swyx [00:30:49]: Yeah.Reynold Xin [00:30:49]: And then everything goes out.Swyx [00:30:51]: And there's all sorts of tricks that you can do, like, you add in, like, some versioning or whatever, but yeah.Reynold Xin [00:30:55]: Yeah, but it's a very, in general, very complicated. Like, I think at my keynote, I asked the audience put up their hand if they love their CDC pipeline. Only, like, maybe two people put it up. So if single store, like, about maybe a decade ago, I think the industry had this idea, hey, what if I built a single database that can handle both workloads? Now I don't.Swyx [00:31:12]: Which, like, by the way, every database person ever has ever always dreamed about this.Reynold Xin [00:31:15]: Yes. Yes.Reynold Xin [00:31:16]: This is the holy grail of database engineering is why not build a single system that can do both of this? But it ends up just being a lot of compromises. one, I think one of the first issue is that, hey, each. they say Postgres has a massive ecosystem, right? You want to be using the tools that's built for Postgres. And Spark, for example, had a massive ecosystem. There's a lot of libraries you want to use. If you were to create now a new thing, you don't have a ecosystem. You tend to create a new, smaller proprietary API, and you're lacking both, and it's also very difficult to make it performance-wise to be, comparable on either side. So it ends up being sucking on both. And our whole idea of LTAP, it's obviously a wordplay on the term HTAP, is that we think this is HTAP done right. HTAP wants to build a single engine for both. We think you can get 99% of what you need by unifying the storage, and just have a single storage layer. And once you have the single storage layer, if your Postgres databases are writing data in a column-oriented format, everything analytics can just go read that data directly without any delay, right? There's no pipeline in between, so all the data will immediately be available for reasoning analytics. I think I was telling some customers earlier, hey, when we talked about this is gonna be super useful for agents, I at first didn't really believe in it myself, even though we wrote that positioning.Lakebase, Agents, and Live Operational DataMatei Zaharia [00:32:39]: Yeah.Reynold Xin [00:32:40]: But then last night I was having dinner with a Australian customer, and they told me, “Oh, hey, one of the big issue we have is we have all these logs from our services, and we see SLA dips and want to investigate. But then there's no way for those agents to even understand what's going on in the actual databases themselves. All we see is just, like, product telemetry of the database and the services.” It would make those agents 10 times more powerful if understand, for example, who's placing those orders, what is happening, what exactly are they doing. So now I'm sold on our own message.Swyx [00:33:13]: Yeah.Reynold Xin [00:33:14]: I think it's really. It gets you the almost all of the benefits of the HTAP holy grail, which is, hey, make the data available immediately for reasoning analyticsSwyx [00:33:26]: Yeah, I think,Reynold Xin [00:33:27]: without compromiseSwyx [00:33:28]: in the way that humans are generally intelligent and want to have the ability and access to query anythingReynold Xin [00:33:34]: YeahSwyx [00:33:35]: while they do the work, they also need history and need context.Swyx [00:33:38]: And, like, where else does they get context? That's it's an analytical workload.Reynold Xin [00:33:41]: Exactly.Matei Zaharia [00:33:42]: Yeah. Yeah. And I remember when we had incidents with our databases and engineers said, “Well, I can't just run a giant query on it to see what's going on because that's gonna bring down the database and hoard it even more.” Like, that's the stuff that this gets rid of, because you spin up a whole separate fleet of machines that's doing the analytics. You're not overloading, like, the main databaseReynold Xin [00:34:02]: RightMatei Zaharia [00:34:02]: that's still trying to serve stuff.Reynold Xin [00:34:04]: Yeah.Matei Zaharia [00:34:04]: Yeah.Why LTAP Works Now: Parquet, Postgres, and LakebaseSwyx [00:34:05]: So this has been a dream for a while. what had to get done in order to get to today? Like,Reynold Xin [00:34:11]: Yeah.Swyx [00:34:11]: I feel like, you have announced variants of this several times, but it wasn't as clear as LTAP.Reynold Xin [00:34:18]: Yeah.Swyx [00:34:18]: I think LTAP is like Like, okay, we've got it, guys.Matei Zaharia [00:34:21]: This thing, yeah.Reynold Xin [00:34:21]: I was talking to somebody at Meta, and then he was asking me, “Hey, what's the catch? Why is it possible now?” And I think the reality is we took a lot of time to work on the Lakebase architecture. obviously a lot of it came from the Neon team, which is a separation of storage from compute. And it turned out it was just a tiny little step away going from that to this LTAP idea, which is, hey, we just. in the Neon architecture and in Lakebase architecture, we're writing data in oriented format to the open data lake, but in there we're writing in Postgres pages. Ali and I were spending a lot of time debating, hey, can we just change that to write in column-oriented format? And we're just debating, and one day, one of our engineers who's, like, super smart came in, he's like, “Hey, I just prototyped it. It works.”Swyx [00:35:07]: Wait, it's, prototype what?Reynold Xin [00:35:09]: Prototype, instead of storing the data in the data lake in the oriented formatSwyx [00:35:15]: ColumnReynold Xin [00:35:15]: like Postgres pagesSwyx [00:35:15]: YeahReynold Xin [00:35:16]: write them in Parquet.Swyx [00:35:17]: Yeah.Reynold Xin [00:35:18]: and he just made the observation that, hey, our storage fleet has a lot of extra idle CPUs And we could use those CPUs to do the transcoding from row to column, where row is good for OLTP, but column is good for analytics. so let's do that transcoding at that time. And as a matter of fact, once you transcode the data compresses better. So from those services writing to, for example, S3 or other data lake, like object stores, you can write them faster ‘cause now they are now smaller.Matei Zaharia [00:35:49]: Yeah.Reynold Xin [00:35:49]: So there's no overhead, it's no compromise in performanceMatei Zaharia [00:35:52]: Some CPU overhead.Swyx [00:35:54]: Yeah, because,Matei Zaharia [00:35:55]: YeahSwyx [00:35:55]: we had extra CPUs anyway.Matei Zaharia [00:35:56]: We had that fleet anyway, yeah.Swyx [00:35:57]: so the debate ended. it's one of the classics of, tech, issue of a lot of debate, but then somebody went ahead and just tried to prototype it and it worked.Matei Zaharia [00:36:06]: But, like, something this strategicSwyx [00:36:07]: That's rightMatei Zaharia [00:36:07]: and important to the company, I expect there to be, like, a kickoff thing, like a design doc. Nothing like that.Swyx [00:36:13]: Nothing like that.Swyx [00:36:14]: He just. We were debating in many meetingsMatei Zaharia [00:36:17]: Yeah.Swyx [00:36:17]: and then we're just debating whether it's possible or not from first principle.Matei Zaharia [00:36:20]: YeahSwyx [00:36:20]: and then, somebody just did it.Matei Zaharia [00:36:23]: Yeah, if you set yourself up so people do that'll be great. And that happened a bit with Omnigentt too. I think if I just had a doc on, like, we can make these together, everyone would, would think, “Oh, what about this? What about this?” But then you. if you try it out, it helps. And then if you have real users and they bash it and, like, it's still working, or in this case, if you have the workload, what the workload looks like, you can just test the same pattern then.Databricks' Culture of Fast PrototypingSwyx [00:36:47]: Yeah.Matei Zaharia [00:36:47]: Yeah.Swyx [00:36:47]: Tech aside, which is very cool, this is, like, the most important thing, the culture of innovation, and you don't have to ask my permission, you don't have like, do a whole form- formal process, just do it?Matei Zaharia [00:36:59]: Well, especially these days, I think withSwyx [00:37:01]: YeahMatei Zaharia [00:37:01]: AI, it's easier to buildSwyx [00:37:02]: But so, likeMatei Zaharia [00:37:03]: a prototypeSwyx [00:37:03]: I think you are very I made a lot of suite of, like, large companies and, like, I think that at scale, things slow down, and I'm sure you felt it already, but somehow you have this core of people that, like, are exempt. How? I think we hire and we work with really good people, and that's a very important part of it, and empowering them, but also spending a lot of time, maybe us in the trenches matter a lot also.Matei Zaharia [00:37:28]: Yeah, I think, I think first, people can adapt to being in the larger company, so that helps. And we wanna make sure they know that they can try stuff and settle debates and have a lot of examples of how it was done before, or launch a thing in beta or whatever. and then the other thing I do think as a company, like despite the size, we don't launch that many, like, products. We try to keep it pretty coherent. That's, that was the whole, like, theory of the company, was like instead of having, like, 20 Amazon services you need to set up, like a analytics and machine learning stack, you just have one, and it's, like, the same API, the same semantics across all of them, the same copy of the data. So that requires, like, unification. And then we added one more thing at a time. Like, we added storage with Delta Lake. We didn't used to do any storage. Then we added SQL, we added, machine learning platform stuff. So, but yeah, don't, don't do too many, but do those things well and, that also helps, it helps keep it manageable.Reynold Xin [00:38:33]: Yeah. The other thing we encourage a lot is instead of building, boil the ocean for everything, let's figure out how do we do it incrementally, how do we do it very quickly. Like, many of our productsMatei Zaharia [00:38:43]: YeahReynold Xin [00:38:43]: they're built in the span of weeks, and then we go to, hey. Like, usually my first question to whoever team is building is who's the target customer? Who are you working with? Are you on a first-name basis with them? Are you texting with them? I think having that very tight loop,Matei Zaharia [00:38:59]: Can you bring up another launch that comes to mind when, in this thing? I just want to give examples.Reynold Xin [00:39:04]: Omnigentt itself happened that way.Reynold Xin [00:39:05]: Yeah.Matei Zaharia [00:39:06]: Who's the customer? That's a good oneReynold Xin [00:39:34]: storage layer we did. we had, our largest customer at the time said like, “Okay, I need some. I want something in the cloud ‘cause, I. if the rest of our network is compromised, like this thing needs to be separate to store and query the events.” And then, talked to us, he said, “Okay, this is the rate of events per second. This is, like, the freshness I want. Can you do it?” So that was, like, way larger than any workload we had, and we had our, engineer, working on that, Michael Armbrust, and he worked just to make this work. And once it worked for them, it worked for everyone else. Yeah. This was early in the company, probably like four years in or something.Matei Zaharia [00:40:24]: 20- 2018?Swyx [00:40:26]: Yeah, ‘17, ‘18.Matei Zaharia [00:40:28]: Few companiesSwyx [00:40:28]: Do you have other examples?Matei Zaharia [00:40:30]: there'Swyx [00:40:31]: Maybe you have othersMatei Zaharia [00:40:31]: yeah, Clean Room, which is how you share data in a way without sharingSwyx [00:40:35]: YeahMatei Zaharia [00:40:35]: underlying data, but you allow specific operations. Those were done effectively initially just for two customers. I think the industry has a sense of, hey, maybe if you overfit to, like, one or two customers, it's gonna be really bad for you. But I think the, downside of overfitting is much smaller than the upside itself. And if you try to be too ambitious and boil the ocean, it's a much bigger problem.Swyx [00:40:58]: Yeah. Yeah.Matei Zaharia [00:40:58]: ‘Cause you might end up having no customer.Swyx [00:41:00]: Yeah, that's more, that's the more likely outcome.Matei Zaharia [00:41:02]: Yeah.Tech Companies vs. EnterprisesSwyx [00:41:03]: than you can pivot from there. I do think there is such a thing as a bad customer that sometimes you should fire. Yeah.Matei Zaharia [00:41:08]: They could exist sometimes if you drive. well, one of the challenge I think we probably see, and maybe many AI, so newer generation companies are seeing is, so tech companies are very different from tech companies or traditional enterprises.Swyx [00:41:22]: Yeah.Matei Zaharia [00:41:22]: And, if you optimize everything just for tech companies, you might have various challengesSwyx [00:41:27]: OhMatei Zaharia [00:41:27]: scaling them outside of tech companies.Swyx [00:41:28]: Okay, what likeMatei Zaharia [00:41:30]: YeahSwyx [00:41:30]: what like top three differences that you always think about?Reynold Xin [00:41:33]: Governance is a big oneMatei Zaharia [00:41:34]: I think, yeah, a big one is like, yeah, security, data privacy, governance, all that stuff. So usually if you're building some kinda like B2B or developer tool, like your biggest market is gonna be enterprises, but it's just very different. A company that's existed for like, it's had some form of IT for like 30 years, they have so many legacy systems or they operate in a regulated space. whereas a startup or, even like a, like sorta more recent tech company, all the. everything is new and pristine. So yeah, it's just different, and if you've never worked with enterprises or been in one, you just won't know about it.Reynold Xin [00:42:13]: Yeah.Matei Zaharia [00:42:13]: Yeah.Reynold Xin [00:42:13]: And the procurement process is probably quite different. There's far more stakeholders.Matei Zaharia [00:42:17]: Yeah, that is one. Yeah.Matei Zaharia [00:42:18]: Another piece that's interesting is I think some tech companies, people, will say, “Oh, I can build that myself,” right? I'll just build that myself.Matei Zaharia [00:42:27]: So then you go,Reynold Xin [00:42:28]: I don't think people say that about Databricks, butMatei Zaharia [00:42:31]: yeah, it dependsReynold Xin [00:42:32]: They do.Matei Zaharia [00:42:32]: They do?Matei Zaharia [00:42:32]: Yeah, the. Yeah, and it depends on the teams and things. So, but, on the other hand, like many of the enterprises say, “I don't, I never wanna be in the business of building that.” Like, I don't want my, whatever, I'm a retailer or something, I never wannaReynold Xin [00:42:45]: Yeah, sell clothes,Matei Zaharia [00:42:46]: be down because like some weird like nerd like couldn't get streaming pipelines working.Matei Zaharia [00:42:51]: That is not what I'm doing.Reynold Xin [00:42:53]: Yeah.Reynold Xin [00:42:53]: Yeah. This makes them great customers, to be honest, right?Matei Zaharia [00:42:55]: Yeah. But you have to understand that it's hard without having worked there and stuff, like you may not appreciate.Reynold Xin [00:43:01]: Look, I think they're all great. don't get me wrong, they have different challenges. But the, many of the tech companies, for sure there's a lot, far more DIY.Matei Zaharia [00:43:10]: On the flip side, you have people who are. they're very much experts in their domain, like they're building airplanes, they're, designing medicines, whatever, and they just want to bridge the technology, where like they don't wanna learn, databases or whatever. As cool as we think it is, even as interesting as the average software engineer might think it is to read a little bit, like they just never wanna know. They just say, “I have a, giant like, matrix or whatever with my, clinical data, like how do I, how do I like cluster it or whatever?” So yeah.The Dream Engine and Rewriting the Database StackReynold Xin [00:43:40]: Yeah. That's true. Okay, so and then I wanted to build out the dream engine, vision. where does this all lead? So one of the thing we, realized maybe a couple years back is that every single database engine out there, especially on the analytics side, are a decade old. pretty much everything that have reasonable traction are about a decade old. And they all started targeting some very specific narrow use cases, and then over time it's become more and more successful. They have grown in their ambition, and then they try to support more and more use cases. But the fastest way to support those use cases tend to be hacked around the abstractions that were initially created, that were not for those use cases.Matei Zaharia [00:44:23]: Yeah.Reynold Xin [00:44:23]: And then, but you can support them more or less okay. And before it, after 10 years of organic evolution that way, it becomes a gigantic pile of s**t.Reynold Xin [00:44:31]: the. And, but that includes Databricks. And very few company or very few systems, I think, have the gut to say, let's go start from scratch. Let's go back to the drawing board and design, knowing everything we know today after a decade of workloads and probably billions in revenue, let's attempt to rewrite it from scratch and make sure it will work and it can support all of these use cases. So we started doing that, but it's a very ambitious project. by the way, you can search on Wikipedia, there's this thing called second system syndrome.Matei Zaharia [00:45:08]: Yeah, I know that. Yes.Reynold Xin [00:45:09]: Or second system effect.Matei Zaharia [00:45:11]: Every developer must know what a second syndrome is.Reynold Xin [00:45:12]: It's you built your first thing and it works out great, and the second one's bound to fail because you become too ambitious.Reynold Xin [00:45:19]: And then you ask so many requirements.Matei Zaharia [00:45:20]: Or like you think everythingReynold Xin [00:45:21]: YeahMatei Zaharia [00:45:21]: and then you're likeReynold Xin [00:45:22]: You justMatei Zaharia [00:45:22]: you're, “I'm gonna design the perfect system this time.”Reynold Xin [00:45:24]: Yeah. And it turned out it's not perfect, and then it start failing and you're too ambitious, never launch, and you get killed. The, and the engineering team that started this, they were brilliant. I think we hired some of the best database engineers, on the planet into Databricks, and they were brilliant. Thank God it's not their second system. Many of them have built more than two in the past.Matei Zaharia [00:45:44]: Ah, nice.Reynold Xin [00:45:45]: But they were still worried about this, hey, building a database engine from scratch, I think the conventional wisdom is gonna take like five years to mature. This would be a very long-term project. It could fail. I think one of the engineers jokingly said, “Hey, maybe we just call it Reynolds Stream Engine.” If we name after a founder, maybe we then may get canceled or killed. But I think they built something pretty remarkable. they went back to. They changed the way the database engines were built from a paradigm point of view. Usually when y

In this episode of Parallax, Dr Ankur Kalra is joined by Professor Ron Blankstein, a leading authority in preventive cardiology and cardiac imaging at Harvard Medical School and Brigham and Women's Hospital, Boston. Together they trace the remarkable journey of cardiac computed tomography (CT) from a niche diagnostic test to an indispensable pillar of contemporary cardiovascular practice. Professor Blankstein shares the moving story behind his new textbook, a companion to the legendary Braunwald's Heart Disease, recounting his personal collaboration with the late Dr Eugene Braunwald, who initiated the project and remained meticulously involved in its development until his passing. How has cardiac CT reshaped the diagnosis and management of coronary disease? What does the future of plaque analysis and photon-counting technology hold? And why should every cardiology fellow now consider CT essential to their training? Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

People can be interested without being ready to buy, they can agree to a proof of concept without having a clear path to production, they can praise the product without becoming the kind of customer who helps the company grow. That distinction was at the center of Collin Stewart's conversation with Ankur Patel, founder and CEO of Multimodal, on the Predictable Revenue Podcast. Multimodal builds AI for document-heavy, decision-heavy workflows in financial services, and Ankur's story is useful because it shows how easy it is to mistake activity for traction. Highlights include: Identifying the Niche (02:01), Customer Development and Validation (04:36), Pricing Strategy and First Customer (10:23), Evolving Market Strategies (17:46), Recognizing Product-Market Fit (22:50), and more... Stay updated with our podcast and the latest insights on Outbound Sales and Go-to-Market Strategies!

Send us Fan MailDr. Ankur Vyas, cardiologist with St. Luke's Heart Care Clinic, joins Dr. Arnold to discuss simple, natural steps you can take to protect your heart and reduce your risk of heart disease.To learn more, visit unitypoint.org/cr-heart. If you have a topic you'd like Dr. Arnold to discuss with a guest on the podcast, shoot us an email at stlukescr@unitypoint.org.

In this episode of Parallax, Dr Ankur Kalra welcomes Dr Eunice Dugan, a graduating interventional and structural heart disease fellow at the Cleveland Clinic, as she prepares to transition into independent practice in Fort Wayne in the summer of 2026. Dr Dugan reflects on how early mentorship shaped her decision to engage with the American College of Cardiology during fellowship, and what professional societies can offer beyond the clinical environment — from expanding skill sets and building lasting networks to driving meaningful change. She shares how her role as a local FIT representative led her to organise a widely attended webinar helping fellows navigate the new interventional cardiology match. The conversation also tackles the attrition challenge that affects many early-career cardiologists in their first three to five years of practice: Dr Dugan, now transitioning into the ACC's Early Career Council, discusses the "fog" of establishing a new career and makes the case for cultivating a specific project during fellowship as a professional anchor through the pressures of a new post, relocation, and family life. She also speaks to her advocacy for women in cardiology, including championing open discussion around family planning and reproductive strategies — topics that remain underaddressed in the field. Questions and comments can be sent to podcast@radcliffe-group.com and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

As every great founder will tell you, trading time for money is a losing game. Ownership is how wealth actually gets built. Come to Main Street Millionaire Live and learn how — http://info.contrarianthinking.co/msmlbig-dealWhat if the smartest money move you could make wasn't raising venture capital at all? What if taking the wrong check, even a big one, could kill your company before it ever had a chance to win? Ankur Jain is the billionaire founder and CEO of Bilt Rewards, an $11 billion company that's rewriting the rules of housing, hospitality, and how millions of Americans build wealth. He started by solving a problem everyone ignored: why doesn't paying rent help you buy a home? Then he spent 18 months fighting regulators to change the law. No revenue. No product. Just belief and a refusal to quit. Today, Bilt operates like a network of mini startups inside one platform, caps teams at 25 people, and only raises money from customers who actually want the product to succeed. In this episode, you'll learn: Why raising venture capital too early is the fastest way to lose control of your vision and chase the wrong metrics The $10 billion problem rule and why solving massive pain is the only path to a billion dollar solution Why most companies die from indigestion, not starvation, and how to stay focused when opportunity is everywhere Why hiring your best friends isn't risky, it's the smartest move you can make, and how to build a culture where A players never leave The 90 day forcing function that weeds out bad hires before they spread and why managers are a waste of space How Ankur spent 18 months fighting to change federal housing law with no revenue and why that patience built the foundation for everything ___________ (00:00:00) Introduction: The Problem You're Solving Better Be Worth It (00:00:47) The Capital Trap: Why Traditional VC Money Will Kill Your Vision (00:04:10) The Customer Is Your First Investor: Kickstarter Over Sequoia (00:09:07) The Immigrant Grind: Watching My Parents Build from Nothing (00:11:03) The Sleep Test: If You Wake Up Happy Without It, Don't Build It (00:12:57) The Crisis Reframe: What Has to Be True for This to Be the Best Thing That Happened? (00:14:25) Build With Your Best Friends or Don't Build At All (00:17:45) The 90-Day Filter and the 25-Person Cap: Keeping the Startup Mentality at Scale (00:26:31) No Managers, Only Owners: The Pod CEO Model (00:28:37) The Hook vs The Platform: How Built Evolved from Rent Rewards to Hospitality Empire (00:52:02) The 18-Month Regulatory Bet: Building Before We Knew It Was Legal (00:46:14) Pessimists Sound Smart, Optimists Make Money: Why Entrepreneurship Should Be Fun (00:59:01) The Partnership Playbook: Solve Their Problem, Not Pitch Your Product (01:01:51) Closing: The One Thing Eight-Year-Old You Needs to Approve ___________ MORE FROM BIGDEAL

In this episode of Parallax, Dr Ankur Kalra is joined by Dr Kendra Grubb, Vice President and Chief Medical Officer for Structural Heart Interventions at Medtronic and former cardiac surgeon and professor at Emory University. Dr Grubb discusses her career journey from being an active clinician to a leader within the medical device industry, elaborating on the philosophy behind her choices and the concept of scaling impact beyond the operating theatre. This leads the discussion into an analytical dissection of the Evolut low-risk trial, with Dr Grubb explaining how the evolution of procedures such as cusp overlap and pre-dilation have made a world of difference in terms of improving results concerning paravalvular leaks and pacemaker implantations as well as comparing current long-term reintervention data to older methods. Other topics in this podcast include sex disparity in structural heart disease, specifically the issues around the diagnosis and treatment of female patients with fibrotic, low flow-low gradient aortic stenosis. Dr Grubb ends with her thoughts about the future direction of the field, which entails a comprehensive transcatheter/surgical approach towards mitral and tricuspid diseases, in addition to incorporating AI and robotics in precision valve therapy. Questions and comments can be sent to podcast@radcliffe-group.com and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

Most growth leaders spend their lives chasing the promotional calendar. Ankur Goyal spent his time building a brand that didn't need one. In this episode, Marie Schwartz sits down with Ankur Goyal, the man who helped lead Coterie to a major acquisition. They move past the standard "growth hacks" to reveal the discipline required for true innovation. THE GROWTH BLUEPRINT:

Are you one of those who cancel plans because you're tired, then spend the next two hours feeling guilty about it? Let's talk.In the latest episode of Books & Beyond, Tara chats with Ankur Warikoo about his new book Winning People Without Losing Yourself, and what it actually looks like to keep everyone happy all the time.Ankur talks about spending years trying to be the person everyone liked, and why that never really works out the way you think it will. They get into boundaries (especially with family), that turns into resentment when you don't set them, and how often we end up breaking our own boundaries before anyone else does.They also talk about the idea that the right relationships in your 20s shouldn't be a distraction, but an enabler, what really happens when you expect someone else to make you happy, and how most conversations fall apart when you're only trying to get your point across.The episode touches on comparison in the age of the internet, and how easy it is to measure your life against what you see online.If you've ever felt like you're doing a lot for people but still feeling off about it, this one is just for you.Books Mentioned in the Episode:Do Epic Shit by Ankur WarikooGet Epic Shit Done by Ankur WarikooBeyond the Syllabus by Ankur WarikooMake Epic Money by Ankur WarikooSapiens: A Brief History of Humankind by Yuval Noah HarariRework by David Heinemeier Hansson and Jason FriedThe Hard Thing About Hard Things by Ben HorowitzMindset: The New Psychology of Success by Carol Dweck‘Books and Beyond with Bound' is the podcast where Tara Khandelwal and Michelle D'costa uncover how their books reflect the realities of our lives and society today. Find out what drives India's finest authors: from personal experiences to jugaad research methods, insecurities to publishing journeys. Created by Bound, a storytelling company that helps you grow through stories. Follow us @boundindia on all social media platforms. 

In this episode of Parallax, Dr Ankur Kalra is joined by Dr Michelle Kittleson, Professor of Medicine and Advanced Heart Failure Cardiologist at Cedars-Sinai Medical Center, for a clinically rich breakdown of her standout trial picks from the 2026 ACC Annual Scientific Sessions. Dr Kittleson brings her characteristic precision to four landmark studies spanning heart failure and atrial fibrillation. She unpacks the SPIRIT HF trial — a negative study of spironolactone in HFpEF that, she argues, does not consign the drug to the shelf — and explains why its high discontinuation rate and pandemic-era disruptions complicate the headline result. For clinicians managing cost-conscious patients, her take on spironolactone as a practical alternative to finerenone is a perspective worth hearing. The conversation turns to the CADENCE trial, a Phase 2 study of sotatercept in Group 2 pulmonary hypertension secondary to HFpEF — a phenotype Dr Kittleson treats with particular caution given the risks of misdirected pulmonary vasodilator therapy. She offers measured optimism about what these early results might mean for future treatment of HFpEF-related lung remodelling. Dr Kalra and Dr Kittleson also enter the ongoing debate around left atrial appendage closure, weighing the contrasting conclusions of the CLOSURE AF and CHAMPION AF trials against each other — and against a shared conviction that anticoagulation remains the standard of care for the vast majority of patients with atrial fibrillation. Finally, they examine the STEMI Door to Unload trial, a cautionary study in indication creep: the microaxial flow pump that proves life-saving in cardiogenic shock offered no infarct-size benefit in haemodynamically stable STEMI patients — and came with a meaningful increase in bleeding and vascular complications. Dr Kittleson also shares her stepwise outpatient algorithm for a new HFpEF diagnosis, from ruling out mimics such as cardiac amyloidosis to sequencing SGLT2 inhibitors, MRAs, GLP-1 agonists, and ARNIs based on individual patient profile. The episode closes with a discussion of her new column for NEJM Voices, where she writes on the art of medicine. Questions and comments can be sent to podcast@radcliffe-group.com and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

On episode 238 of The Compound and Friends, ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Michael Batnick⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ and ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Downtown Josh Brown⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ are joined by Dr. Ankur Crawford to discuss: the strongest names in AI, the future of the Mag 7, the semiconductor market, the case for Amazon, and much more! This episode is sponsored by Invesco and Janus Henderson Investors. To learn more, visit https://www.invesco.com/us/en/solutions/invesco-etfs/income-advantage.html?audienceRole=FinancialProfessional  Learn more at ⁠https://www.janushenderson.com/ Sign up for The Compound Newsletter and never miss out: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠thecompoundnews.com/subscribe⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Instagram: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠instagram.com/thecompoundnews⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠twitter.com/thecompoundnews⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ LinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠linkedin.com/company/the-compound-media/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ TikTok: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠tiktok.com/@thecompoundnews⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Investing involves the risk of loss. This podcast is for informational purposes only and should not be or regarded as personalized investment advice or relied upon for investment decisions. Michael Batnick and Josh Brown are employees of Ritholtz Wealth Management and may maintain positions in the securities discussed in this video. All opinions expressed by them are solely their own opinion and do not reflect the opinion of Ritholtz Wealth Management. The Compound Media, Incorporated, an affiliate of ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Ritholtz Wealth Management⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠, receives payment from various entities for advertisements in affiliated podcasts, blogs and emails. Inclusion of such advertisements does not constitute or imply endorsement, sponsorship or recommendation thereof, or any affiliation therewith, by the Content Creator or by Ritholtz Wealth Management or any of its employees. For additional advertisement disclaimers see here ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://ritholtzwealth.com/advertising-disclaimers⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Investments in securities involve the risk of loss. Any mention of a particular security and related performance data is not a recommendation to buy or sell that security. The information provided on this website (including any information that may be accessed through this website) is not directed at any investor or category of investors and is provided solely as general information. Obviously nothing on this channel should be considered as personalized financial advice or a solicitation to buy or sell any securities. See our disclosures here: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://ritholtzwealth.com/podcast-youtube-disclosures/⁠⁠⁠⁠⁠⁠⁠⁠⁠ Learn more about your ad choices. Visit megaphone.fm/adchoices

Checkout ASUS ExpertBook P Series: ⁠⁠⁠⁠https://www.flipkart.com/bbd-eb-intrigue-at-store⁠⁠⁠⁠Guest Suggestion Form: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://forms.gle/bnaeY3FpoFU9ZjA47⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Disclaimer: This video is intended solely for educational purposes and opinions shared by the guest are his personal views. We do not intent to defame or harm any person/ brand/ product/ country/ profession mentioned in the video. Our goal is to provide information to help audience make informed choices. The media used in this video are solely for informational purposes and belongs to their respective owners.Order 'Build, Don't Talk' (in English) here: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://amzn.eu/d/eCfijRu⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Order 'Build Don't Talk' (in Hindi) here: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://amzn.eu/d/4wZISO0⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Follow Our Whatsapp Channel: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.whatsapp.com/channel/0029VaokF5x0bIdi3Qn9ef2J⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠(00:00) - Intro(03:28) - Where is he investing his money now?(05:00) - His thoughts on universal basic income(07:39) - How will people make money in the future?(15:57) - The forced labor concept(22:29) - Why do people want what they want?(31:31) - What is this generation's idea of making memories?(36:35) - Gen Z: An impatient generation(40:37) - Is this generation impatient for love?(48:01) - How can two people in the same relationship feel differently about it?(53:02) - Who initiates a divorce or a breakup: the person who is unhappy or the happy one?(57:49) - Does he think being selfish is wrong?(1:14:59) - In what ways do you see this new generation being selfish?(1:19:19) - Is self-respect important in a relationship?(1:26:51) - What's the opposite of self-respect?(1:44:43) - How to recognize if it's the right relationship or not?(1:52:57) - Why did he tweet "Settling down is a business"?(1:59:43) - Does a man's downfall begin when he falls in love?(2:02:22) - Closing thoughts(2:06:35) - BTS(2:07:15) - Outro⁠⁠⁠⁠⁠⁠In today's episode, we sit down with Ankur Warikoo, entrepreneur, content creator, and bestselling author, to talk about money, relationships, and how thinking patterns shape your life.Subscribe for more such conversations.Follow Ankur Warikoo here:Instagram: https://www.instagram.com/ankurwarikoo/X: https://x.com/warikooLinkedIn: https://www.linkedin.com/in/warikoo/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠About Raj ShamaniRaj Shamani is an Entrepreneur at heart that explains his expertise in Business Content Creation & Public Speaking. He has delivered 200+ speeches in 26+ countries. Besides that, Raj is also an Angel Investor interested in crazy minds who are creating a sensation in the Fintech, FMCG, & passion economy space.To Know More,Follow Raj Shamani On ⤵︎Instagram @RajShamani ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.instagram.com/rajshamani/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Twitter @RajShamani ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://twitter.com/rajshamani⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Facebook @ShamaniRaj ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.facebook.com/shamaniraj⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠LinkedIn - Raj Shamani ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/rajshamani/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠About Figuring OutFiguring Out Podcast is a Candid Conversations University where Raj Shamani brings raw conversations with the Top 1% in India.

In this fascinating episode of Parallax, Dr Ankur Kalra is joined by Dr Benjamin Levine, Director of the Institute for Exercise and Environmental Medicine and a pioneering figure in the field of space cardiology. Together, they explore the remarkable cardiovascular adaptations that occur in microgravity, and what they are teaching clinicians about treating patients on Earth. Dr Levine unpacks the haemodynamic realities of spaceflight, from the counterintuitive finding that central venous pressure actually drops to zero in microgravity, to the physiologic cardiac atrophy that results when the heart no longer pumps against gravitational load. He shares how this research has transformed the understanding and treatment of POTS, reframing it not as a disorder of the autonomic nervous system, but as a consequence of reduced stroke volume - and how horizontal exercise training borrowed directly from astronaut countermeasure programmes is now changing clinical practice. The conversation also turns to the emerging cardiovascular risks of long-duration spaceflight, including earlier onset atrial fibrillation, upper body venous thrombosis, and the intracranial pressure dynamics underlying spaceflight-associated neuro-ocular syndrome. Dr Levine discusses the Astro-CHARM risk score, NASA's approach to coronary calcium screening, and the forthcoming scientific statement on cardiovascular management in tactical athletes. Questions and comments can be sent to podcast@radcliffe-group.com and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

March is National Colorectal Cancer Awareness month and screening guidelines begin at age 45 through 74 years old.Christina Teel (Hawaii Department of Health Cancer Programs Coordinator) and Dr. Ankur Jain (Gastroenterologist) talk on the importance for early detection, understanding the types of screenings available, and how to start the conversation.Visit Get Screened Hawaii today for details.Kathy With a K is your host."Hawaii Matters", a public service community program that airs on Sundays at 6:30 a.m. Hawaii across ⁠Pacific Media Group Oahu⁠ radio stations:⁠KDDB 102.7 Da Bomb⁠ |⁠ KQMQ HI93⁠ | ⁠KUMU 94.7 KUMU⁠ | ⁠KPOI 105.9 The Wave⁠To be featured or for inquiries on "Hawaii Matters", please email: kathywithak@1059thewavefm.comoriginal air date: March 22, 2026

In this special TIO Congress edition of Parallax, Dr Ankur Kalra is joined by two of interventional cardiology's most influential voices: Professor Roxana Mehran, incoming President of the American College of Cardiology and Co-Course Director of TIO, and Professor Nicholas Van Mieghem, TIO Course Director. The conversation spans the evolution of online medical education, sex-specific differences in cardiovascular disease, and the challenge of translating clinical evidence into everyday practice. The guests explore sex as a biological variable across valve disease, plaque formation, and left ventricular remodeling, address the underdiagnosis of microvascular dysfunction in women, and examine persistent access barriers for female and non-white patients despite advances in trials such as SMART and RHEA. Professor Van Mieghem adds insights on modern TAVI planning and lifetime valve management, while Professor Mehran shares promising data on Factor XI inhibitors and the case for simplifying antithrombotic regimens. The episode closes on clinical inertia - with intravascular imaging uptake in the US still at just 12–15% despite a Class 1 indication, Professor Mehran outlines her ACC presidential vision: closing the gap between evidence and bedside practice, and reversing the troubling rise in cardiovascular morbidity and mortality. Questions and comments can be sent to podcast@radcliffe-group.com and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

We unpack why the “SaaS-Pocalypse” is less about software dying and more about buyers finally right sizing cloud and marketplace deals with better data. We dig into AI unit economics, token driven cost volatility, and how procurement, FinOps, and venture capital are being rewritten in real time. • Flywl as a cloud meta marketplace across AWS, Azure, and Google Cloud • Buyer pain and buyer empathy as the product design center • Why AI inference costs make traditional FinOps reactive • Treating a marketplace purchase as a transaction lifecycle asset • Real time consumption tracking, alerts, and contract renegotiation timing • Outcome based pricing challenges with token variability and agentic workflows • Revenue recognition uncertainty in consumption and outcome models • Why humans still matter in go to market despite AI agents • The data cleanup problem in procurement and the need for universal product IDs • Why enterprises are not rushing to build all SaaS internally with AI • 2026 VC dynamics, mega rounds, capital concentration, and what counts as real recurring revenue “SaaS-Pocalypse” makes for a great headline, but the real shockwave is quieter and more disruptive: enterprise buyers finally understand their cloud environment well enough to demand better deals, better governance, and real proof of value. We sit down for a roundtable on cloud marketplaces, AI unit economics, and the new reality of software procurement where a purchase is no longer a static line item, it's a living asset you have to monitor, benchmark, and continuously right size. Ankur Srivastava, CEO and founder of Flywl, explains why he built a cloud meta marketplace to unify buying and selling across AWS Marketplace, Azure, and Google Cloud and why “buyer empathy” is the only way to fix a broken procurement playbook. Priya Ramachandran, founder and managing partner at Foster Ventures, connects the dots from operator experience to investing, and breaks down why traditional FinOps can't keep up with AI inference costs, token volatility, and outcome-based pricing models like per ticket resolved. Then we zoom out to the 2026 venture capital environment: mega rounds, capital concentration, and the debate over whether AI-native efficiency makes old funding assumptions obsolete. Along the way, we tackle an agentic economy question: when algorithms negotiate with algorithms, what happens to trust, brand, and human relationships in go to market?Ankur Srivastava: https://www.linkedin.com/in/ankursrivas/Ankur Srivastava is the CEO and Founder of Flywl, the world's first cloud meta-marketplace transforming how enterprises buy and sell software across AWS, Azure, and Google Cloud. Previously, he was an elite sales leader at Amazon Web Services (AWS), where he spent five years as Head of Field and Customer Business Development for the AWS Marketplace.Priya Ramachandran: https://www.linkedin.com/in/sivapriyaramachandran/Priya Ramachandran is the Founder and Managing Partner at Foster Ventures, an early-stage VC firm she built from the ground up to act as the "startup of the VC world". She is an operator-turned-investor with significant experience building and scaling products at companies like Coupa Software, BetterCloud, and Intel.Website: https://www.position2.com/podcast/Rajiv Parikh: https://www.linkedin.com/in/rajivparikh/Sandeep Parikh: https://www.instagram.com/sandeepparikh/Email us with any feedback for the show: sparkofages.podcast@position2.com

In this episode of Parallax, Dr Ankur Kalra speaks with Dr Sameed Khatana, Assistant Professor of Medicine at the University of Pennsylvania and clinical cardiologist at the Philadelphia VA Medical Center. Their conversation examines the growing connection between environmental factors and cardiovascular health. Dr Khatana explains why conditions like air quality and temperature represent important determinants of cardiovascular outcomes. He shares observations from his Philadelphia practice: patients unable to exercise outdoors during extreme heat, medication challenges for those on diuretics during heatwaves, and economic pressures that force difficult choices between cooling costs and other necessities. The discussion explores both clinical interventions and systemic solutions, including programs like LIHEAP (Low Income Home Energy Assistance Program) and municipal heat action plans. Dr Khatana presents research showing that vulnerable populations—particularly older patients with multiple cardiovascular risk factors—face disproportionate impacts from environmental stressors. Dr Khatana encourages cardiologists to engage with this evolving aspect of patient care, advocating for collaboration between professional societies, environmental scientists, and policymakers to develop effective strategies that support cardiovascular health in changing environmental conditions. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

Ankur Sethi spent years at two of India's most iconic startups — Swiggy and Paytm — before leaving his operating role to found Winner Capital, a consumer-first, AI-native syndicate investing out of North America.⭐ Sponsored by Podcast10x - Podcasting agency for VCs - https://podcast10x.comIn this episode, we get into:→ Why consumer AI is massively underfunded while enterprise SaaS gets all the attention→ What "durable retention" actually looks like — and the ambassador signal every founder should watch for→ The 0→1, 1→10, 10→100 framework and how your mindset must shift at each stage→ Why unit economics are non-negotiable even at pre-seed→ The one operating principle from Swiggy & Paytm that most founders underestimate until it's too late→ Why launching a fund during a market correction is actually an advantage→ His honest take on India as a market — and when Winner Capital plans to enterIf you're a founder building in consumer tech or AI, or an operator thinking about making the leap into venture, this one is for you.

Ankur Aggarwal is an Indian‑born entrepreneur and real estate developer based in Dubai, best known as the founder of Bricks & Woods. A Chartered Accountant by trade, he moved to Dubai just before the COVID‑19 pandemic and rapidly transformed from a struggling broker into a real estate tycoon, overseeing billions in sales and luxury developments across Ras Al Khaimah and Dubai. He leads a massive, multicultural team with a focus on high-end quality and ethical business practices, inspiring aspiring entrepreneurs with his journey from a humble childhood to building a lasting legacy of abundance.#hikmatwehbipodcast #podcast#arabicpodcast #Ankur_Aggarwal#bnwdevelopments#wstudiodxbحكمت_وهبي#حكمت_وهبي_بودكاست#

In this episode of Parallax, Dr Ankur Kalra welcomes Dr Rakesh Shah, a former interventional cardiologist, Oxford MBA graduate, and founder of DRS.LINQ. Dr Shah brings a unique perspective on addressing critical delays in heart attack diagnosis through the intersection of clinical medicine, engineering, and business strategy. The conversation explores a pressing challenge in cardiovascular care: the majority of cardiac damage occurs within the first hour of symptom onset, yet treatment activation often takes several hours. Dr Shah introduces mHeart, a mobile EKG platform designed to create a "virtual cardiology office." Unlike consumer wearables that lack critical chest leads, this technology enables patients to initiate comprehensive cardiac evaluation anywhere—at home, at work, or while traveling—transmitting diagnostic-quality data directly to cardiologists. The episode delves into Dr Shah's diverse career path and offers candid advice for physician-entrepreneurs, emphasizing the importance of collaboration with professional business leaders to achieve scalability. Looking ahead, Dr Shah discusses the integration of AI and machine learning into mobile diagnostic platforms as essential tools for an aging workforce and overstretched healthcare system. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In this key episode of Parallax, Dr Ankur Kalra sits down with Prof Naveed Sattar to explore how recent therapeutic breakthroughs are fundamentally reshaping the cardiologist's approach to diabetes management. Through real-world case discussions, Dr Sattar demonstrates practical decision-making for patients across the spectrum - from pre-diabetes to established CAD with Type 2 diabetes. He addresses the tension between robust evidence and cost barriers that limit widespread implementation, while acknowledging unprecedented patient demand driven by genuine quality of life improvements. The conversation concludes with insights on obesogenic environments and the hope that increased competition will ultimately democratize access to these transformative therapies. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

This is a special episode from the Neon Fund.In 2025, the US saw $1.8 trillion worth of M&A deals, around 25× more than India. But India's startup ecosystem is much younger, which makes every acquisition a playbook for founders on process, pricing leverage, and stakeholder management.Neon backed Zenduty in 2020, when the founders had been bootstrapping profitably for two years and were already growing at a pace many VC-backed startups aspire to.Today, founders Ankur Rawal and Vishwa Krishnakumar join Siddhartha, Partner at Neon, to discuss one of the most untalked acquisitions of 2025.Over a 10-year journey, Zenduty pivoted to SRE in 2020. Vishwa and Ankur also share insights on the future of the DevTools space, which they believe will always be a strong choice to build great products, because engineers are among the hardest end users to please.This episode is a founders' view on how acquisitions work in Indian SaaS.00:00 – Trailer01:00 – Initial years of a decade-long journey07:12 – How Zenduty chose its investors11:04 – How much should founders dilute?12:24 – Building with profitability before & after fundraise14:45 – Six years of survival before the pivot17:01 – Why the pivot to the SRE space?18:39 – How Zenduty differentiated from PagerDuty19:12 – End users are the toughest to please in engineering20:39 – Is market attractive if biggest player is valued only $1.5B?25:22 – Why acquisition and not a Series A?27:18 – The process before acquisition29:23 – How pricing negotiations work31:51 – Should devtool companies build from India or US?34:58 – Three types of connects at physical events37:06 – What physical presence at events signals39:06 – Founders' feedback on Neon Fund41:41 – “Don't build in silence”43:50 – How to build a core AI-native company today47:54 – Do first-time founders have an edge in the AI era?52:08 – Cost to PMF has drastically gone down54:48 – What hard problems are startups solving today?55:37 – Why are acquisitions rare in India?1:00:20 – How US investors are facilitating M&As1:01:14 – How to make your brand visible to potential acquirers-------------India's talent has built the world's tech—now it's time to lead it.This mission goes beyond startups. It's about shifting the center of gravity in global tech to include the brilliance rising from India.What is Neon Fund?We invest in seed and early-stage founders from India and the diaspora building world-class Enterprise AI companies. We bring capital, conviction, and a community that's done it before.Subscribe for real founder stories, investor perspectives, economist breakdowns, and a behind-the-scenes look at how we're doing it all at Neon.-------------Check us out on:Website: https://neon.fund/Instagram: https://www.instagram.com/theneonshoww/LinkedIn: https://www.linkedin.com/company/beneon/Twitter: https://x.com/TheNeonShowwConnect with Siddhartha on:LinkedIn: https://www.linkedin.com/in/siddharthaahluwalia/Twitter: https://x.com/siddharthaa7-------------This video is for informational purposes only. The views expressed are those of the individuals quoted and do not constitute professional advice.Send us a text

He had five months of money left.School fees. Home loan EMIs. Responsibilities.And one decision to make.In this deeply honest conversation, Ankur Warikoo opens up about the moments that shaped him. Not the highlight reels, but the failures, insecurities, and turning points that most people never hear about.This isn't a typical “success podcast.”It's the real story behind the person India thinks it knows.⸻

In this highly anticipated annual year-end episode of Parallax, Dr Ankur Kalra welcomes back Dr Sukh Nijjer, an interventional cardiologist in London, for their seventh consecutive year reviewing cardiology's most significant developments. This annual review offers a comprehensive look at the trials and breakthroughs that shaped cardiovascular medicine in 2025. Dr Nijjer guides us through a broad selection of clinical trials spanning post-MI management, heart failure therapeutics, atrial fibrillation strategies, and interventional innovations. The discussion challenges established practice, from questioning routine beta blocker use after MI in patients with preserved ejection fraction, to examining the controversial findings from the CLOSURE AF and OCEAN studies. The episode highlights encouraging advancements including the POLY-HF study's success with fixed-dose polypills for heart failure, promising data on bioadaptor stents and drug-coated balloons in interventional cardiology, and the robust cardiovascular benefits of GLP-1 agonists demonstrated in the SOUL and SURPASS studies. Dr Kalra and Dr Nijjer conclude with an optimistic look at cardiology's future, exploring how targeted therapies could transform the landscape from polypharmacy to precision medicine. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In this OmniTalk Retail episode, recorded live from NRF 2026 at the Vusion podcast studio, Ankur Mittal, Chief Technology Officer and Managing Director of Lowe's India, joins Anne Mezzenga and Chris Walton to explain why Lowe's is commercializing its internal retail technology and what that means for the future of point of sale and omnichannel retail. Ankur shares how Lowe's India supports more than 5,000 associates across core corporate and technology functions, and why the company decided to launch a SaaS offshoot to bring its internally built POS platform to market. From hardware-agnostic design and AI-driven capabilities to modular, plug-and-play architecture, this conversation breaks down how modern POS systems are evolving into the backbone of omnichannel retail. The discussion also explores why mid-sized retailers are responding strongly to flexible, software-first POS solutions, how long POS change cycles have held retailers back, and why true omnichannel requires shared item, pricing, promotion, and inventory data across every channel. Key Topics covered: -Why Lowe's decided to commercialize its internally built retail software -Point of sale as the heart of omnichannel retail -Hardware-agnostic POS and why it matters for retailers -AI-driven capabilities including shrink identification -Modular commerce architecture and plug-and-play systems -How mid-sized retailers can modernize POS without big-bang upgrades -POS stability, speed, and operational reliability -What true omnichannel really means beyond BOPIS -Lowe's roadmap for POS, commerce engines, and enterprise platforms in 2026 Stay tuned to Omni Talk Retail for continued coverage from NRF 2026, and stop by the Vusion booth #4921 to say hello. #NRF2026 #OmniTalkRetail #RetailTechnology #RetailInnovation #PointOfSale #OmnichannelRetail

Real estate is not just about buildings, it's about branding, capital strategy, scalability, and mindset.In this episode of The Bilna Sandeep Show, we sit down with Timur Kudratov, serial entrepreneur, investor, Co-Founder and Board Member of Enlightened Minds Investments, to unpack what truly drives success in Dubai's real estate and investment landscape. From his early journey in hospitality and concierge services to structuring real estate funds, branded developments, and next-generation investments, Timur shares raw insights on failure, reinvention, and long-term thinking.This conversation dives deep into why branding sells faster than construction, how investors actually make money in UAE real estate, the importance of cash flow over profit, and why following the UAE's national vision is a smarter strategy than chasing short-term trends. Timur also opens up about personal transformation, discipline, scalability, and what success means beyond titles and recognition.Whether you're a founder, investor, or business leader, this episode offers practical lessons on building sustainable businesses, choosing the right partners, managing risk, and aligning ambition with impact in one of the world's fastest-growing marketsTime Stamps : 00:00 – Introduction03:45 – From hospitality & concierge to entrepreneurship in Dubai15:00 – Building Enlightened Minds & a multi-vertical investment ecosystem19:40 – 5 ways investors actually make money in real estate21:15 – Why small investors struggle & why real estate funds work better23:20 – BNW Developments partnership & real estate fund strategy24:10 – Working with Ankur & Vivek – trust, track record & execution25:00 – Vivek Oberoi's branding power & mass-market visibility strategy27:50 – Indian investor dominance in UAE real estate31:40 – Wynn Hotel, Ras Al Khaimah & the industrial boom36:00 – Industrial real estate, manufacturing & UAE self-sufficiency43:30 – Cash flow, KPIs & what founders must track monthly47:00 – What investors look for before funding a business50:30 – Redefining success beyond money & recognition✨ About Me:I'm Bilna Sandeep, a Chartered Surveyor turned Construction Marketing Specialist, and the founder of Built Market Lab. With a passion for entrepreneurship and empowering women, I also lead the WE Global Network, a platform dedicated to supporting women entrepreneurs. Through my podcast, "The Bilna Sandeep Show," I share insights from business leaders and my own journey to help others succeed.Follow Timur Kudratov on LinkedIn : https://www.linkedin.com/in/timurinvest/ Connect with Bilna Sandeep:

Rent is one of the biggest expenses for Americans — and for decades it's been one of the least rewarding. In this episode, Mosheh sits down with Ankur Jain, CEO of BILT, to break down how his company is trying to flip that equation — and reveals new details about BILT's newest credit cards launching next month. Jain explains how BILT has evolved from a simple idea — earning points on rent — into a platform now used in one in four U.S. apartment buildings, connecting rent payments to credit building, neighborhood rewards, and even future homeownership. He walks through how BILT partners with landlords, banks, and local businesses — and what's changing with its upcoming credit cards designed to make everyday spending, from housing to healthcare, work harder for consumers. The conversation widens to rising housing costs and how AI and other technologies could reshape the economics of cities. Beyond that, Jain shares his lessons from scaling BILT with a lean team, avoiding early VC pressure, and what founders often get wrong when trying to grow companies. Mosheh and Ankur also get personal about growing up with immigrant parents. Mosheh Oinounou (⁠⁠⁠⁠@mosheh⁠⁠⁠⁠) is an Emmy and Murrow award-winning journalist. He has 20 years of experience at networks including Fox News, Bloomberg Television and CBS News, where he was the executive producer of the CBS Evening News and launched the network's 24 hour news channel. He founded the @mosheh Instagram news account in 2020 and the Mo News podcast and newsletter in 2022.

Rent is one of the biggest expenses for Americans — and for decades it's been one of the least rewarding. In this episode, Mosheh sits down with Ankur Jain, CEO of BILT, to break down how his company is trying to flip that equation — and reveals new details about BILT's newest credit cards launching next month. Jain explains how BILT has evolved from a simple idea — earning points on rent — into a platform now used in one in four U.S. apartment buildings, connecting rent payments to credit building, neighborhood rewards, and even future homeownership. He walks through how BILT partners with landlords, banks, and local businesses — and what's changing with its upcoming credit cards designed to make everyday spending, from housing to healthcare, work harder for consumers. The conversation widens to rising housing costs and how AI and other technologies could reshape the economics of cities. Beyond that, Jain shares his lessons from scaling BILT with a lean team, avoiding early VC pressure, and what founders often get wrong when trying to grow companies. Mosheh and Ankur also get personal about growing up with immigrant parents. Mosheh Oinounou (⁠⁠⁠⁠@mosheh⁠⁠⁠⁠) is an Emmy and Murrow award-winning journalist. He has 20 years of experience at networks including Fox News, Bloomberg Television and CBS News, where he was the executive producer of the CBS Evening News and launched the network's 24 hour news channel. He founded the @mosheh Instagram news account in 2020 and the Mo News podcast and newsletter in 2022.

In this landmark 150th episode of Parallax marking the start of Season 8, Dr Ankur Kalra welcomes Professor Robert Bonow, Professor of Medicine and Cardiology at Northwestern University and Editor-in-Chief of JAMA Cardiology. This milestone conversation explores the career of one of cardiology's most influential academic leaders and examines how strategic vision, mentorship, and institutional leadership have shaped modern cardiovascular medicine. The discussion reveals the practical realities of building academic excellence through Dr Bonow's 33-year tenure at Northwestern University. He details the strategic approach to growing a cardiology division from 25 faculty members to over 70, emphasizing that success hinges on recruiting exceptional talent, providing institutional support, and granting faculty freedom to pursue their visions. Dr Bonow offers candid perspectives on academic leadership challenges and creating environments where innovation flourishes. Dr Bonow reflects on his influence through editorial and professional society leadership. As co-editor of seven editions of Braunwald's Heart Disease, he shares lessons from Dr Eugene Braunwald and discusses the evolution toward a digital "living textbook" responding in real-time to clinical evidence. His role founding JAMA Cardiology reveals strategic decisions required to establish a premier journal, while his progression through the American Heart Association - culminating in the presidency - demonstrates how sustained professional engagement amplifies individual impact. He closes with actionable guidance for early career cardiologists on recognizing opportunities, developing writing skills, and embracing the non-linear nature of successful careers. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

“Crisis, like pressure, reveals character. You want your work to matter — and in these moments of crisis, it's very easy to connect that what I'm doing is making a difference.Ankur Agarwal is an Amazon supply chain executive who's built a nearly 20-year career across operations, supply chain, and procurement — always connecting people, strategy, and real in-market results. Most recently, Ankur has been leading Amazon's Global Retail Imports strategy and technology roadmap, driving more than $1 Billion in projected annual savings while navigating the realities of global trade, compliance, and an increasingly complex geopolitical landscape. Before returning to Amazon, Ankur spent 1.5 years as an early Ops exec at CarGurus, where he helped build the operating model and financial infrastructure for a new digital retail division. Prior to that, Ankur spent nearly NINE years at Amazon across a wide range of supply chain and operations leadership roles — from warehouse and last-mile operations, to robotics fulfillment, to vendor integration during the COVID-era supply recovery. Across all those diverse Amazon roles, Ankur drove billions in measurable value, owned a $500M+ P&L, operated across 20+ facilities, and led teams of 700+ people. Earlier in his career, Ankur spent six years at Procter & Gamble as a Senior Purchasing Manager in Cincinnati and Singapore, working across categories including Baby, Fem, and Family Care packaging, and leading multi-market supplier and cost transformations. Ankur began his career at Toyota North America in Northern Kentucky, managing large-scale portfolios and vehicle programs. Ankur earned his undergraduate degree from Cornell and his master's from the University of Michigan Ross School of Business / Tauber Institute, and is now based in the greater Boston area with his wife and three children. You'll enjoy this candid conversation about constant curiosity, bias for action, and how a genuine care for people and relationships can make a difference.

In this week's episode of Parallax, Dr Ankur Kalra welcomes Prof Rasha Al-Lamee, interventional cardiology consultant and professor of medicine/cardiology at Imperial College London, and deputy editor of JACC. Prof Al-Lamee has transformed interventional cardiology through her pioneering work on the ORBITA trial series and coronary sinus reducer device studies, introducing the paradigm-shifting concept of sham-controlled device trials to the field. What makes a clinical assumption worth questioning? How do we design trials that reveal truth rather than confirm bias? When does revascularization truly benefit patients with stable angina? Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Guest: @RashaAlLameeMD Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In 2020, Ankur Nagpal sold his course platform, Teachable, for around $250 million. But he knew that the sale would come with a giant tax bill. So Ankur became obsessed with the tax code, and he wanted to make it easier for everyone to legally operate within it. That led him to discover Solo 401(k)s. So he built a new company called Carry that helps you legally keep more of what you earn and invest it the way you want. This podcast is for informational purposes, and not intended to be financial advice. Please consult a financial advisor about your specific situation. → Get Ankur's Free Tax Guide → Sign up for Carry ⁠⁠⁠⁠⁠⁠⁠⁠⁠Full transcript and show notes⁠⁠⁠⁠⁠⁠⁠⁠⁠ *** TIMESTAMPS (00:00) Introduction (01:32) Ankur's Crash Course in Tax Law (08:18) Tax Loopholes and Bias (11:02) Solo 401(k) Benefits Explained (14:32) Solo 401(k) Contribution Guidelines (17:46) S-Corp Tax Benefits Explained (20:11) Maximizing QBI Deduction Strategies (23:22) Tax Planning CPA vs Planners (26:29) Solo 401(k) Advantages Explained (31:49) Direct Indexing (32:34) Tax Loss Harvesting Strategy (36:34) Maximizing Retirement Contributions (41:07) Solo 401(k) Tax Planning Deadlines (44:06) Solo 401(k) Setup Guide (46:12) Tax-Saving Strategy Money Markets *** RECOMMENDED NEXT EPISODE → ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠#280: How to LEGALLY Protect Your Channel (YouTube Lawyer Tyler Chou Explains) *** ASK CREATOR SCIENCE → ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Submit your question here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ *** WHEN YOU'RE READY

In this episode of Parallax, Dr Ankur Kalra welcomes Dr Sarah Matt, Associate Clinical Professor at Upstate Medical University, health tech strategist, and author of the newly released The Borderless Healthcare Revolution. Dr Matt brings a unique perspective shaped by her experience both in academic medicine and as a former Oracle employee, positioning her at the intersection of clinical care and healthcare technology innovation. https://www.drsarahmatt.com/ This conversation explores the inflection point facing today's generation of physicians—a cohort that has navigated the evolution from paper charts to sophisticated EMRs, and now stands at the threshold of AI-driven healthcare transformation. Dr Matt offers actionable guidance for both healthcare delivery leaders and "builders" creating new technologies, emphasizing that improving access must be integrated from inception rather than retrofitted. She shares her vision for removing financial barriers entirely and provides practical checklists from her book to help clinicians make meaningful impact while combating burnout. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

The Boyz are back this month to give an update on how training has been going.  We talk about the latest RunDisney medal reveals.  Ankur gives us a recap of his New York City Marathon experience.  The Captains are joined by the Cheer Squad Captains, Sarah and Shannon, to talk about what goes into cheering on a RunDisney Weekend.   Create your team or donate today and join the efforts to change the lives of these kids fighting the ultimate fight. Every dollar counts and you can make a difference. https://www.basecamp.org/ddp4bc BECOME A PATREON MEMBER AND GET ACCESS TO THE PRIVATE FACEBOOK GROUP AND WEEKLY EXTRA CONTENT. If you would like to support all of the Disney Dads shows and help us bring you more content commercial free, click the link https://www.patreon.com/c/disneydadspodcast Book your next Disney vacation with Justin and Jamie at Away With Me Travel. Contact them today to start the magical planning process at show@awaywithmetravel.com

In this week's episode of Parallax, Dr Ankur Kalra welcomes Dr Courtney Maxey-Jones, Director of the Coronary Care Unit at Upstate University Hospital and a cardiac anesthesiologist intensivist by training. Dr Maxey-Jones co-founded and serves as Chief Operations Officer of GOMED, a not-for-profit organization transforming how we think about medical device waste and global healthcare equity. Dr Maxey-Jones shares the origin story of GOMED - born from witnessing the staggering waste generated in cardiac operating rooms, where expensive single-use devices are discarded due to expiration dates or changing surgeon preferences. Together with her partners, cardiac surgeon Dr Farhan Nadeem and physician assistant Connor Wasilnak, they recognized an extraordinary opportunity to make use of these waste items. Dr Kalra and Dr Maxey-Jones examine the ethical complexities of equipment reuse, the critical unmet needs for EP devices and cath lab equipment internationally, and GOMED's innovative partnership with Syracuse University biomedical engineering students to develop low-resource autoclaves. This episode reveals how observation of systemic waste evolved into a sustainable model for global cardiovascular care equity. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

Ankur is a serial entrepreneur, investor, and the founder of Carry, a modern platform helping business owners build durable wealth through smarter tax strategies and long-term financial systems.He's also the founder of Vibe Capital, a $100M venture fund backing bold founders across the U.S., India, and beyond, and the creator of Silly Money, a fast-growing newsletter and community helping people beat the game of capitalism.Before that, Ankur founded Teachable, the groundbreaking platform that empowered over 100,000 creators to turn their expertise into income—helping them earn over $1 billion and scaling Teachable to $60M in ARR before its nine-figure exit to Hotmart.Ankur is passionate about helping founders and entrepreneurs not just make money, but keep it, through the right systems, strategy, and mindset for long-term freedom.✨ This episode is presented by Brex.Brex: brex.com/trailblazerspodThis episode is supported by RocketReach, Gusto, OpenPhone & Athena.RocketReach: rocketreach.co/trailblazersGusto: gusto.com/trailblazersQuo: Quo.com/trailblazersAthena: athenago.me/Erica-WengerFollow Us!Ankur Nagpal: @ankurnagpalsillymoney.com@thetrailblazerspod: Instagram, YouTube, TikTokErica Wenger: @erica_wenger

Conan talks to Ankur from Hyderabad, India about turning marital happiness into an Excel sheet and which song and dance he and Conan would perform together. Wanna get a chance to talk to Conan? Submit here: teamcoco.com/apply Get access to all the podcasts you love, music channels and radio shows with the SiriusXM App! Get 3 months free using this show link: https://siriusxm.com/conan. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In the latest episode of Parallax, Dr Ankur Kalra welcomes Dr Martha Gulati and Dr Anu Lala for a groundbreaking conversation about reimagining heart failure prevention across the entire disease spectrum. Their discussion centres on an innovative scientific statement developed collaboratively between the American Society of Preventive Cardiology and the Heart Failure Society of America - a document that challenges conventional approaches to cardiovascular disease prevention. Dr Gulati and Dr Lala make a compelling case for expanding prevention beyond atherosclerotic cardiovascular disease (ASCVD) to encompass heart failure, a condition affecting one in four individuals over their lifetime. They introduce the American Heart Association's Cardio Kidney Metabolic (CKM) health framework as a superior model for identifying at-risk patients, explaining how this approach shifts focus from disease management to health optimization. The conversation explores practical implementation strategies, including the new PREVENT risk score, which integrates critical heart failure risk factors like obesity and chronic kidney disease that traditional assessment tools overlook. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In this essential episode of Parallax, Dr Ankur Kalra welcomes Dr Monica Tincopa, Assistant Professor of Medicine at the University of California San Diego, for a crucial conversation about Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and its profound implications for cardiovascular care. Dr Tincopa guides listeners through the recent transformation from NAFLD to MASLD, explaining why this nomenclature change represents more than just terminology, instead reflecting a deeper understanding of metabolic health that directly impacts cardiology practice. The conversation explores practical screening strategies that cardiologists can implement immediately, including the use of FIB-4 risk stratification and recognizing incidental findings on cardiac imaging. Dr Tincopa shares insights on when to refer patients to hepatology specialists and how the shared risk factors between MASLD and cardiovascular disease create opportunities for comprehensive patient care. This episode equips cardiologists with essential knowledge to identify at-risk patients within their existing practice, understand the cardiovascular implications of liver disease, and optimize care coordination for patients with overlapping metabolic conditions. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In this evidence-packed episode of Parallax, Dr Ankur Kalra welcomes back Dr Purvi Parwani, Associate Professor of Medicine at Loma Linda University Health, for a comprehensive review of groundbreaking trials presented at the European Society of Cardiology Congress. Dr Parwani guides listeners through what she describes as a "tectonic shift" in post-MI care with the REBOOT and BETAMI-DANBLOCK trials. These studies challenge the routine use of beta blockers after heart attack, revealing that patients with preserved ejection fraction above 50% may not benefit, while those with EF between 40-49% show significant risk reduction from continued therapy. The discussion moves to heart failure management, exploring the POTCAST trial's approach to optimising potassium levels in high-risk patients and the DIGIT-HF trial's examination of digitoxin as a potential option for patients who cannot tolerate modern four-pillar therapy. Dr Kalra and Dr Parwani conclude with the evolving role of aspirin in cardiovascular care. They discuss findings from NEO-MINDSET, TARGET-FIRST, and the AQUATIC trial, which together are reshaping antiplatelet strategies from the immediate post-PCI period through long-term management of stable coronary disease in patients requiring anticoagulation. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In episode 138 of The Prakhar Gupta Xperience, Ankur Aggarwal, entrepreneur and real estate investor, joins the conversation to share his inspiring journey. He talks about building a life in Dubai, navigating the ups and downs of the real estate world, and how losing his father at a young age shaped his mindset, resilience, and approach to success and life.Recording Date: September 3, 2025This is what we talked about:00:00 - Intro00:52 - How he became an Entrepreneur06:14 - What Makes Dubai so Special09:55 - Dubai's Exceptional Leadership10:42 - Innovations In Dubai13:40 - Why Dubai has no crime16:12 - Indian Security Vs Dubai Security21:21 - Life Without A Father26:01 - Problems in the mindset of Indians30:34 - What BNW Actually Does32:18 - Luxury Vs Regular Real Estate37:38 - How BNW Grew To a billion dollar company 41:12 - How BNW Trains Its Agents44:15 - Key Qualities Of A Businessman52:15 - Facing Fear In Life54:55 - Where People Spend The Most In Dubai57:32 - Dubai's Royal Family 58:43 - Indians in Dubai 1:05:05 - Opportunity In Dubai 1:05:50 - Ras Al-Khaimah - The New Dubai?1:10:09 - Tips For Success1:14:17 - How Money, Fame & Power Actually Feels1:18:48 - Does He Miss India?1:21:24 - BNW's 5-Year Vision1:22:30 - Question For Prakhar

Dr Ankur Vermur sees heart attack patients daily in his emergency room in New Delhi, India, almost all of them with normal cholesterol levels. We discuss the key, underappreciated metabolic risk factors for aetherosclerosis (ASCVD) and how you can avoid them with lifestyle changes.SUPPORT MY WORK

In this fascinating episode of Parallax, Dr Ankur Kalra sits down with Dr Alexander Fanaroff, an interventional cardiologist, clinical trialist, and behavioral economist at the University of Pennsylvania. Dr Fanaroff brings a unique perspective to cardiovascular medicine, combining his expertise in interventional cardiology with cutting-edge insights from behavioral economics to transform how we approach patient care and clinical decision-making. Dr Fanaroff demystifies behavioral economics for the medical community, explaining how this field studies real-world decision-making beyond traditional economic models. He introduces key concepts like status quo bias, prospect theory, and the power of defaults in shaping both physician and patient behaviors. Through compelling examples, including Penn's successful intervention that increased 90-day statin prescriptions from 70% to 90% simply by changing EHR defaults, Dr Fanaroff demonstrates how small design changes can yield significant clinical improvements. Looking beyond individual interventions, Dr Fanaroff discusses how behavioral economics can address healthcare disparities by creating system-wide improvements that lift all patients while specifically targeting underserved communities. He envisions a future where AI identifies at-risk patients from routine imaging, and where interventional cardiologists focus not just on procedural excellence but on ensuring optimal long-term medical management through thoughtfully designed care systems. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

In this essential episode of Parallax, Dr Ankur Kalra welcomes Dr Shelley Zieroth, Professor of Medicine, clinician-scientist, and advanced heart failure and transplant cardiologist in Winnipeg, Canada. As we mark the 10-year anniversary of the landmark EMPA-REG OUTCOME trial, Dr Zieroth provides a comprehensive update on how SGLT2 inhibitors have revolutionized cardiovascular care. Dr Zieroth takes us through the remarkable journey from the initial 2015 trial that transformed SGLT2 inhibitors from anti-diabetic agents into cardiovascular powerhouses, delivering highly significant reductions in cardiovascular death and heart failure hospitalization. She explores how these medications have become fundamental pillars of cardio-kidney-metabolic medicine, with evidence spanning the entire ejection fraction spectrum. Dr Zieroth discusses prescribing these agents in heart failure - including the straightforward 10-mg daily dosing, monitoring strategies, and crucial patient selection criteria. She shares insights from the recent EMPULSE trial on safe in-hospital initiation, addresses important considerations for diabetic patients, and highlights key contraindications like indwelling catheters that clinicians must recognize. Beyond the basics, Dr Kalra and Dr Zieroth examine the evolving role of SGLT2 inhibitors in valvular disease and diastolic dysfunction, tackle the ongoing reimbursement challenges across different healthcare systems, and discuss the critical importance of multidisciplinary collaboration in the cardio-kidney-metabolic space. They also look ahead to exciting combination therapies on the horizon that promise to further advance heart failure prevention and treatment. Questions and comments can be sent to "podcast@radcliffe-group.com" and may be answered by Ankur in the next episode. Host: @AnkurKalraMD and produced by: @RadcliffeCardio Parallax is Ranked in the Top 100 Health Science Podcasts (#48) by Million Podcasts.

Today on Crime & Entertainment we have, Ankur Garg. Ankur is the CEO of AKG Creative and former co-founder of Shredz supplement brand.  Ankur helped build Shredz to nine-figures in profits prior to his departure. Ankur left millions on the table after his partners had a loophole in the contract that came back to bite him.  Yet during his tenure he was influential in the creation of what is now known as “influencer marketing.”  He is widely considered the OG of Influencer Marketing. He now owns a beautiful podcasting studio in New Jersey, which is where this was filmed at. Check out all his socials below. Check out Ankur herehttps://www.instagram.com/ankurkgarg?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==https://www.instagram.com/flexworkstudios?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==Links to Crime & Entertainment Like us on Facebook -    / crimeandentertainment  Follow us on -   / crimenentertainment  Listen on Spotify - https://open.spotify.com/show/4T67Bs5... Listen on Apple Music - https://podcasts.apple.com/us/podcast... Listen on Stitcher - https://www.stitcher.com/show/crime-e... Listen on Google Podcast - https://podcasts.google.com/feed/aHR0... Listen on Amazon Music - https://music.amazon.com/podcasts/9cd...

Episode 707: Sam Parr ( https://x.com/theSamParr ) and Shaan Puri ( https://x.com/ShaanVP ) talk to Ankur Nagpal ( https://x.com/ankurnagpal ) about IRS loopholes that can help you grow your net worth plus Ankur shares 6 business ideas.  See Ankur in person at the OOO SUMMIT on Friday, May 16th - https://lu.ma/2025  — Show Notes: (0:00) Ankur's portfolio experiment (10:46) A case for direct indexing (16:29) Super backdoor roth conversions (20:59) Mega backdoor conversion (23:52) IDEA: Executive Clinic for Aesthetics (32:32) IDEA: Amish Farm Imports (36:18) IDEA: Credit Card Agent (43:01) IDEA: Homeownership app (47:35) IDEA: Padel club (56:31) IDEA: Buying a sports team — Links: • Steal Sam's guide to turn ChatGPT into your Executive Coach: https://clickhubspot.com/dvj • Teachable - https://teachable.com/  • Carry - https://carry.com/  • Frec - https://frec.com/  • Superpower - https://superpower.com/  • Flightfox - https://www.flightfox.com/  • Seats.aero - https://seats.aero/  • Home Depot Workshops - https://www.homedepot.com/c/kids-workshop  • The OOO Summit - https://lu.ma/2025  — Check Out Shaan's Stuff: • Shaan's weekly email - https://www.shaanpuri.com  • Visit https://www.somewhere.com/mfm to hire worldwide talent like Shaan and get $500 off for being an MFM listener. Hire developers, assistants, marketing pros, sales teams and more for 80% less than US equivalents. — Check Out Sam's Stuff: • Hampton - https://www.joinhampton.com/ • Ideation Bootcamp - https://www.ideationbootcamp.co/ • Copy That - https://copythat.com • Hampton Wealth Survey - https://joinhampton.com/wealth • Sam's List - http://samslist.co/ My First Million is a HubSpot Original Podcast // Brought to you by HubSpot Media // Production by Arie Desormeaux // Editing by Ezra Bakker Trupiano