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It's Episode 497 and we're sharing some big news in that Christine will be leaving the podcast at the end of October. While this is the very sad end of one era, we're ready to start another with Christine behind the scenes at ParaPods Network and Em behind the mic of ATWWD. We'll continue bringing the haunts year-round as we creep our way into a new, lovely, spooky chapter. And meanwhile we've got some fun stories for you today: Em brings us the biography, not biology, of one of Christine's favorite people, Chip Coffey, the man of many names. Then Christine takes Em back to Idaho with a story we touched on in our second book, A Haunted Road Atlas: Next Stop, The Boise Murder House, with its sentient oil ball. And how many shark shirts is too many, do you think? …and that's why we drink!For more information, you can read our press release and statements here: podnews.net/press-release/thats-why-we-drink-schieferCatch our bonus Yappy Hour intermissions on Apple Podcasts: apple.co/3L28lDw or subscribe on Patreon!___________________Get 40% off your first Hungryroot order plus a free item in every box for life at hungryroot.com/DRINK with code DRINK.Save 20% Off Honeylove by going to honeylove.com/DRINK ! #honeylovepodquince.com/drinkTransform your space with pieces that hold up to real life—join Wayfair Rewards today and get 5% back on every purchase at wayfair.com or on the Wayfair app.Machine Washable Rugs, Made Better. For a limited time only, our listeners get 10% off + free shipping at tumbleliving.com/DRINK #Tumble #ad Learn more about your ad choices. Visit podcastchoices.com/adchoices
Retrieval has become one of the central problems in building useful AI systems. The standard approach to grounding a model in one’s own data has been retrieval augmented generation, or RAG, where an agent searches a vector database for relevant information at query time. That pattern works, but it has limitations, such as retrieving information that’s not truly relevant, repeating the same lookup work on every query, and producing inconsistent answers to the same question. Pinecone is a vector database that’s widely used to power semantic search and RAG at scale. The team recently developed Nexus, which is a knowledge engine that reframes context as a first-class, precomputed asset rather than something reassembled on the fly. The approach borrows the database concept of a materialized view, and curates context once into a versioned artifact that carries its own schema, metadata, permissions, and lineage. Jörg Schad is the VP of Engineering at Pinecone. In this episode, he joins Kevin Ball for an in-depth conversation about the frontier of retrieval technology. They discuss precompiled context, how context artifacts are curated and versioned much like code, how metadata and semantic layers help agents choose the right information, and much more.Sponsorship inquiries:sponsor@softwareengineeringdaily.com The post Moving Beyond RAG with Precomputed Context appeared first on Software Engineering Daily.
Retrieval has become one of the central problems in building useful AI systems. The standard approach to grounding a model in one’s own data has been retrieval augmented generation, or RAG, where an agent searches a vector database for relevant information at query time. That pattern works, but it has limitations, such as retrieving information that’s not truly relevant, repeating the same lookup work on every query, and producing inconsistent answers to the same question. Pinecone is a vector database that’s widely used to power semantic search and RAG at scale. The team recently developed Nexus, which is a knowledge engine that reframes context as a first-class, precomputed asset rather than something reassembled on the fly. The approach borrows the database concept of a materialized view, and curates context once into a versioned artifact that carries its own schema, metadata, permissions, and lineage. Jörg Schad is the VP of Engineering at Pinecone. In this episode, he joins Kevin Ball for an in-depth conversation about the frontier of retrieval technology. They discuss precompiled context, how context artifacts are curated and versioned much like code, how metadata and semantic layers help agents choose the right information, and much more.Sponsorship inquiries:sponsor@softwareengineeringdaily.com The post Moving Beyond RAG with Precomputed Context appeared first on Software Engineering Daily.
Retrieval has become one of the central problems in building useful AI systems. The standard approach to grounding a model in one’s own data has been retrieval augmented generation, or RAG, where an agent searches a vector database for relevant information at query time. That pattern works, but it has limitations, such as retrieving information that’s not truly relevant, repeating the same lookup work on every query, and producing inconsistent answers to the same question. Pinecone is a vector database that’s widely used to power semantic search and RAG at scale. The team recently developed Nexus, which is a knowledge engine that reframes context as a first-class, precomputed asset rather than something reassembled on the fly. The approach borrows the database concept of a materialized view, and curates context once into a versioned artifact that carries its own schema, metadata, permissions, and lineage. Jörg Schad is the VP of Engineering at Pinecone. In this episode, he joins Kevin Ball for an in-depth conversation about the frontier of retrieval technology. They discuss precompiled context, how context artifacts are curated and versioned much like code, how metadata and semantic layers help agents choose the right information, and much more.Sponsorship inquiries:sponsor@softwareengineeringdaily.com The post Moving Beyond RAG with Precomputed Context appeared first on Software Engineering Daily.
Retrieval has become one of the central problems in building useful AI systems. The standard approach to grounding a model in one’s own data has been retrieval augmented generation, or RAG, where an agent searches a vector database for relevant information at query time. That pattern works, but it has limitations, such as retrieving information that’s not truly relevant, repeating the same lookup work on every query, and producing inconsistent answers to the same question. Pinecone is a vector database that’s widely used to power semantic search and RAG at scale. The team recently developed Nexus, which is a knowledge engine that reframes context as a first-class, precomputed asset rather than something reassembled on the fly. The approach borrows the database concept of a materialized view, and curates context once into a versioned artifact that carries its own schema, metadata, permissions, and lineage. Jörg Schad is the VP of Engineering at Pinecone. In this episode, he joins Kevin Ball for an in-depth conversation about the frontier of retrieval technology. They discuss precompiled context, how context artifacts are curated and versioned much like code, how metadata and semantic layers help agents choose the right information, and much more.Sponsorship inquiries:sponsor@softwareengineeringdaily.com The post Moving Beyond RAG with Precomputed Context appeared first on Software Engineering Daily.
Retrieval has become one of the central problems in building useful AI systems. The standard approach to grounding a model in one’s own data has been retrieval augmented generation, or RAG, where an agent searches a vector database for relevant information at query time. That pattern works, but it has limitations, such as retrieving information that’s not truly relevant, repeating the same lookup work on every query, and producing inconsistent answers to the same question. Pinecone is a vector database that’s widely used to power semantic search and RAG at scale. The team recently developed Nexus, which is a knowledge engine that reframes context as a first-class, precomputed asset rather than something reassembled on the fly. The approach borrows the database concept of a materialized view, and curates context once into a versioned artifact that carries its own schema, metadata, permissions, and lineage. Jörg Schad is the VP of Engineering at Pinecone. In this episode, he joins Kevin Ball for an in-depth conversation about the frontier of retrieval technology. They discuss precompiled context, how context artifacts are curated and versioned much like code, how metadata and semantic layers help agents choose the right information, and much more.Sponsorship inquiries:sponsor@softwareengineeringdaily.com The post Moving Beyond RAG with Precomputed Context appeared first on Software Engineering Daily.
In this presentation, Aiyub Palmer traces how Sufi epistemology's heart-centered theory of knowledge became intellectually mainstream — made possible only once Ashʿarī theology, culminating with Fakhr al-Dīn al-Rāzī, developed a way to describe the self beyond bodies and accidents. He shows how Avicennian and early Sufi models of the soul converged into a distinctly Islamic phenomenology of spirit.
2-hours of live improvised experimental radio sound-art broadcast live from the Chakra Chimp Research Kitchens of Northern California-land. Netcast on DFM Radio TV International (www.dfm.nu) DFM RTV INT 26 JULY 2026....This item belongs to: audio/ubradio_salon.This item has files of the following types: AIFF, Archive BitTorrent, Columbia Peaks, Item Tile, JPEG, JPEG Thumb, Metadata, PNG, Spectrogram, VBR MP3
Matt Putra runs Eightx, a fractional CFO firm for consumer goods companies. He is not a marketer. He is not technical. And in about 60 days, using Claude, he took his site from roughly 3,000 impressions a day to 76,000 — indexing 20 blog articles a day and beating "old school" SEO agencies who don't even know it's happening.In this episode, Matt screen-shares the exact marketing hub he built and walks Jordan through the whole stack: the DataForSEO audit loop, the 40+ MCP data connections, the parallel-agent writing pipeline, the Pinecone vector database of three years of client calls that clones his voice, and the PR/backlink play he's running next. If you own a marketing agency and you're not doing this yet, consider this your wake-up call.The uncomfortable takeaway for agency owners: a CFO with no marketing background is out-executing full SEO agencies — because he's willing to spend the tokens and do the volume no agency will.What You'll LearnWhy AEO/GEO (answer/generative engine optimization) is a wide-open gold mine right now, and why most SEO agencies are still playing the old gameThe exact starting point: rebuild the site with Claude, hand Claude a DataForSEO key ($200/mo), and knock out the audit listHow to run competitor audits and 45-day SEO sprints that finish in 9 daysThe technical-SEO checklist Claude gave him: llms.txt, llms-full.txt, robots.txt, and schema (FAQ, datasets, breadcrumbs) as "formatting for AIs"How to index 20 articles a day without getting flagged as thin/templated contentThe content pipeline: 40+ MCPs into free data sources (SEC EDGAR, census.gov, World Bank, OECD, national stats) for genuinely valuable postsDynamic workflows / parallel agents — up to 50 agents writing and reviewing at once (~5–6M tokens per 10 articles)The voice engine: a Pinecone vector DB of 3 years of Fireflies call transcripts (~10–12M words), with oversized chunks for richer retrieval, so Claude "interviews" his own past words for every articleWhy PR/backlinks (Forbes, WSJ) are the next authority moat for GEO — and how he's using HARO/Connectively to startThe real economics: ~$400/mo in tokens (Claude Max 20x) against $6–8K CFO retainersChapters / Timestamps — Intro: who is Matt Putra and what is Eightx — The "marketing hub" and why visibility is the whole game now — Two months in: crushing competitors in the LLMs and GEO — Tour of the hub (PR, blog, news signals, trends, Reddit, newsletter, socials) — The #1 ROI channel: the native blog — How a non-technical founder learned SEO from scratch (a Hampton tip + Claude) — DataForSEO for $200/mo, and a 45-day sprint finished in 9 days — The results: April to July, ~3K to 76K impressions/day — Capturing the traffic: RB2B, Apollo, and the NoLeadLost widget — Technical SEO: llms.txt, robots.txt, and schema for AIs — Indexing 20 articles a day (and why it takes ~30 days to start) — Getting Claude to write content Google actually indexes — The writing pipeline and 40+ MCP data sources — Show-and-tell: Claude Code in VS Code — The cost: Claude Max 20x, ~$400/mo in tokens — Building skills and reviewing the early (bad) drafts — Dynamic workflows: up to 50 agents in parallel — CFO retainer economics that justify the spend — The voice engine: a vector DB of 3 years of client calls — Chunking theory and RAG, explained simply — Channel #3: PR and GEO via Connectively (HARO) — The next play: backlinks and a Forbes/WSJ authority moat — Where to find Matt + wrapTools & Resources MentionedClaude Code (in VS Code) — the primary build environment for the whole systemClaude Max 20x — the subscription tier covering ~$400/mo of token usageDataForSEO — pay-per-call SEO data ($200/mo) handed to Claude via APIPinecone — vector database storing 3 years of call transcripts for voice/RAGFireflies — call recording/transcription source for the voice databaseNetlify — site hosting (migrated off WordPress)Connectively (formerly Featured / HARO) — PR question sourcing for backlinksApollo / RB2B — visitor identification and enrichmentNoLeadLost.com — the ~$99 site widget Jordan recommends for booking callsMCP data sources — SEC EDGAR (10-Ks/8-Ks), census.gov, World Bank, OECD, national statistics officesConcepts worth Googling: AEO, GEO, schema markup, chunking, RAG, dynamic workflowsConnect with Matt PutraFirm: Eightx — fractional CFO for consumer goods companiesBlog (called a "gold mine" in the episode, with a chatbot trained on all his content): eightx.co/blogWant help building this or something like it for your agency?Go to 8figureagency.co to book a call
Trump yet another step closer to dominance over the Republican Party, ousting libertarian Congressman Tom Massie. Batya Ungar-Sargon explains "Pinecone-gate" and what led to the Trump critic's disastrous end. Plus, Ben Domenech weighs in on the war between conservatives and podcast charlatans. And Dr. Mehmet Oz reveals the administration's plan to tackle fraud in the wake of Daily Wire's exclusive investigation into Medicaid fraud in Ohio. Friendly Fire Ep. 15 Batya Ungar-Sargon is a journalist and host of “Batya!” at NewsNation Saturday at 7PM & Sunday at 11AM EST Follow NewsNation here: https://youtube.com/@newsnation Follow Batya on X here: https://twitter.com/bungarsargon - - - Today's Sponsors: Helix Sleep - Visit https://helixsleep.com/FRIENDLYFIRE for 27% OFF sitewide. Policygenius - Head to https://policygenius.com/FIRE to compare life insurance quotes from top companies and see how much you could save. PureTalk - Make the switch in as little as 10 minutes and start saving today! Visit https://PureTalk.com/SHAPIRO Kalshi - Visit https://kalshi.com/friendlyfire to see live prediction markets and sign up today to trade on the outcomes that matter most to you. - - - DailyWire+ Become a Daily Wire Member and watch all of our content ad-free: https://www.dailywire.com/subscribe
Since 2016, more than two million acres of Northern California have been torched by devastating wildfires, leaving vast tracts of previously forested land nothing but black matchsticks. As the landscape recovers, efforts are being made to ensure forests regenerate so massive brush fields don't take the place of trees. As staff chief for CalFire's Wildfire Resilience Program, Stew McMorrow has more than 30 years experience climbing trees, falling trees, planting trees, funding agencies in reforestation, as well as working as a Registered Professional Forester (RPF). McMorrow is also an avid outdoorsman and mountain biker, and understands the value of balancing recreation with forestry, serving on the executive board of the Sierra Buttes Trail Stewardship. In Episode 87, we join McMorrow planting seedlings on Mount Hough near Quincy, California, heavily impacted by the Dixie Fire, then chat with him about forestry, pinecones, growing trees, reforestation and how recreation plays a role in all of it. We also talk with Michael Hall of Feather River Resource Conservation District and fellow RPF, Jason Moghaddas, about the recent controversial news around glyphosate – aka Round Up – being sprayed on public lands. 2:00 – Pow Bot forgets his mountain bike helmet on the Mt Hough shuttle.5:00 – Introducing Stew McMorrow – forester for CalFire leading reforestation efforts.8:15 – All the new amazing trails on Mount Hough including Upper Tollgate trail.13:20 – Stew McMorrow and Michael Hall describing reforestation on top of Mount Hough.21:50 – Stew McMorrow interview in the back of the Toyota Sunrader.23:20 – Stew's upbringing, going to school and working as a sawyer on a fire crew.26:40 – Getting his Registered Professional Forester (RPF) license and working in Lake Tahoe.32:05 – Running the CalFire Wildfire Resilience Program and Reforestation program.37:35 – Climbing trees and collecting pine cones for tree seeds and replanting.43:10 – Dropping his phone out of a tree and getting attacked by bees.45:35 – What is the plight of the Pinecone Cowboy?50:50 – What would the landscape look like if a forest isn't replanted?57:45 – Balancing the element of playing God with nature and letting nature do its thing.1:01:00 – Home hardening and creating defensible space around communities.1:04:30 – Millions of dollars in state money available for reforestation on federal land after fires.1:10:23 – The spraying of herbicides like glyphosate on public lands to control brush regrowth.1:18:39 – Michael Hall and Jason Moghaddas talk about glyphosate spraying on public lands.1:28:50 – Being on the board of Sierra Buttes Trail Stewardship – forestry and recreation.1:42:20 – Talking about the rescinding of the Roadless Rule.1:50:40 – Being in the zone, what Stu calls the Quiet Room.1:53:00 – What does Mind the Track mean to you?
2-hours of live improvised experimental radio sound-art broadcast live from the Chakra Chimp Research Kitchens of Northern California-land. Netcast on DFM Radio TV International (www.dfm.nu) DFM RTV INT 17 MAY 2026....This item belongs to: audio/ubradio_salon.This item has files of the following types: AIFF, Archive BitTorrent, Columbia Peaks, Item Tile, JPEG, JPEG Thumb, Metadata, PNG, Spectrogram, VBR MP3
Peter Levine speaks with Ash Ashutosh, CEO of Pinecone, about the launch of Nexus and the shift from vector databases to knowledge engines. As agents become the primary users of software, they discuss why traditional retrieval systems break down and how AI systems need to evolve to support machine-to-machine interactions. The conversation explores how agents currently spend most of their time retrieving and reasoning over data, why that approach is inefficient, and how moving reasoning closer to the data can dramatically improve performance, accuracy, and cost. Ash also explains how Pinecone is rethinking the stack for agentic applications, introducing new abstractions, query languages, and developer workflows. Resources: Follow Ash Ashutosh on X: https://x.com/ashashutosh Follow Peter Levine on LinkedIn: https://www.linkedin.com/in/peter-levine-681386172/ Check out everything a16z is doing with artificial intelligence here, including articles, projects, and more podcasts. Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
Join the free weekly live session: parsity.io/aiHope I don't regret this.I'm giving away the exact AI engineering curriculum I teach at Parsity. The same stuff that helped change my own career trajectory and has recruiters sliding all in my DMs.How LLMs actually work (and why knowing this helps you push back on the hype)RAG from scratch — embeddings, vector databases, chunking strategiesBuilding with Pinecone, Weaviate, or QdrantStructured outputs with Zod + OpenAI/Anthropic SDKsObservability with LangSmithLLM-as-Judge evals so your agents don't silently degradeThere's a free project linked below where you build a LinkedIn writing clone using my actual posts and articles as training data. No fluff, no theory. Just build the thing.
SUMMARY: The RAG (Retrieval Augmented Generation) pattern is one of the most frequently used to augment LLMs with context-specific information. Let's explore RAG. GUEST: Roie Schwaber-Cohen, Head of Developer Relations at PineconeSHOW: 1018SHOW TRANSCRIPT: The Reasoning Show #1018 TranscriptSHOW VIDEO: https://youtu.be/-kZZEMR341QSHOW SPONSORS:Nasuni - Activate your data for AI and request a demoShareGate - ShareGate Protect. Microsoft 365 Governance, we got this!SHOW NOTES:Topic 1 - Welcome to the show. Tell us a little bit about your background, and what you focus on these days at Pinecone Topic 2 - Let's begin by talking about RAG systems. What are they? Why do companies choose to use them? What benefits do they provide in AI systems?Topic 3 - At a high level, RAG sounds straightforward—retrieve relevant context, generate an answer. But in practice, where does it break first as systems scale?Topic 4 - I've heard that RAG systems can return answers that are technically correct but fundamentally wrong. What's a concrete example of that happening in production—and why does it slip past most teams?Topic 5 - In traditional systems, we assume there's a single source of truth. But in enterprise environments, ‘truth' is often versioned, contextual, and conflicting. How should teams rethink ‘truth' when building AI systems?Topic 6 - A lot of teams assume their knowledge base is ‘good enough' for RAG. What do they usually underestimate about the messiness of real enterprise data?Topic 7 - There's a growing narrative that better reasoning models can compensate for weaker retrieval. From what you've seen, where does that idea fall apart?Topic 8 - If correctness depends on things like timing, policy scope, or configuration, how should teams design systems that understand context—not just content?Topic 9 - Looking ahead, what replaces today's RAG architectures? What patterns are emerging among teams that are actually getting this right?”FEEDBACK?Email: show @ reasoning dot showBluesky: @reasoningshow.bsky.socialTwitter/X: @ReasoningShowInstagram: @reasoningshowTikTok: @reasoningshow
Pastor Jack goes behind the story of the Oscar-nominated short film, Forevergreen, with directors Nathan Engelhardt and Jeremy Spears. If you haven't yet seen the film, please watch it before hearing of the incredible details from these animators and the intentional thought process behind each captivating scene. WATCH FOREVERGREEN NOW: https://youtu.be/B4EPW7JUMTM?si=KaHC3Dqmg4gewZAK(00:00) Introducing Forever Green and Its Creators(08:30) The Gospel Bridge Illustration Becomes a Story(15:30) Visual Theology and Intentional Storytelling Choices(22:30) Audience Reactions and the Power of Parables(29:45) The Prodigal Son Parallel and Unmerited Grace(35:30) Story as Disarming Truth and Gospel Invitation(42:15) The Pinecone, Fire, and Redemption SymbolismCONNECT WITH PASTOR JACK:Get Updates via Text: https://text.whisp.io/jack-hibbs-podcast Website: https://jackhibbs.com/Instagram: http://bit.ly/2FCyXpOFacebook: https://bit.ly/2WZBWV0 YouTube: https://bit.ly/437xMHnTwitter/X: https://x.com/RealJackHibbs CALLED TO TAKE A BOLD STAND:https://boldstand.org/DAZE OF DECEPTION:https://jackhibbs.com/daze-of-deception/ Did you know we have a Real Life Network? Sign up for free today for more exclusive content:https://www.reallifenetwork.com/
Most organizations struggle to balance building their own AI infrastructure with leveraging reliable, scalable solutions. Oded Sagie and Perry Krug reveal how partnering with Pinecone transformed their approach—turning complex infrastructure challenges into seamless, "boringly reliable" systems. Discover how this shift unlocked faster innovation, lower operational overhead, and the peace of mind to focus on delivering real customer value.In this episode, you'll break down the core architectural innovations behind Pinecone's platform, including its adaptive indexing and serverless design, which support workloads from low-latency high-throughput applications to massive multi-tenant environments. Oded shares real-world lessons on choosing build vs. buy—highlighting the long-term costs of ownership versus operational simplicity and scalability. Perry dives into how Pinecone's managed vector database facilitates rapid deployment on cloud platforms like Azure, helping teams focus on their core product, not infrastructure.If you're navigating the complexity of deploying AI at scale—especially in industries demanding high reliability and performance—this episode is your game plan. Perfect for data engineers, AI leaders, and CTOs ready to ditch operational headaches and embrace "boringly reliable" technology that accelerates innovation while minimizing risk. Tune in to discover how to build smarter, scale faster, and focus on what truly matters—your customers.Apple @ https://podcasts.apple.com/us/podcast/generate-now/id1566458654Spotify @ https://open.spotify.com/show/43XcU8A1dsNfW3YGT8KXhp?si=62e09c6df65b4dc9&nd=1&dlsi=e9e6a138e7064929Youtube @ https://www.youtube.com/@generatenowpodcast/featuredConnect with Oded @ https://www.linkedin.com/in/odedkal/Perry @ https://www.linkedin.com/in/perrykrug/James @ https://www.linkedin.com/in/jmcaton/
WHAT YOU NEED TO KNOWGrowth Surge: Q3 2026 revenue climbed to $468,000, up 59% year-over-year and 20% sequential, marking the second straight quarter of 20%+ quarter-over-quarter growth.Margin Profile: Gross margins reached 95% (up from 41% a year ago), reflecting a shift toward higher-margin offerings within the company's event-tech focus.Event OS: Now unifies Eventdex, Map D and Krafty Labs into one AI-powered operating system for registration, ticketing, floor plans, matchmaking, engagement and blockchain payments.Fortune Footprint: The company now serves 1,000+ customers and ~400 Fortune 500 relationships, with enterprise deals expanding across tech, banking and government.AI Leverage: Management reports replacing larger teams with smaller teams backed by AI agents, using automation with the goal of making roll-up M&A and platform integration more economically attractive.When a company shows it can reposition a legacy business into a more efficient AI-enabled platform with software economics, it can represent a meaningful shift. In its Q3 2026 results, Nextech3D.ai reported 59% year-over-year revenue growth, 20% sequential growth and 95% gross margins, all while advancing a strategic pivot away from lower-margin 3D modeling into a unified AI-powered event technology stack. Nextech3D.ai, now positioning itself as an AI-focused live event and engagement platform integrating Map D, Eventdex and Krafty Labs, is targeting the $80+ billion global event tech and online ticketing markets with a single, data-driven operating system. With the acquisition of Krafty Labs, the launch of Nextech Event AI, and a customer base that's doubled to more than 1,000 accounts including hundreds of Fortune 500 relationships, management believes the business is entering a different phase of its growth trajectory than the one investors saw just a year ago.STRATEGIC IMPLICATIONSThe traditional event industry often runs on manual workflows, disconnected point solutions and analog networking. Attendees may wander show floors hoping for “one good deal,” organizers may juggle multiple vendors, and enterprises can face bloated cost structures for outcomes that are hard to measure and harder to repeat. Even as events represent a roughly $1 trillion global industry, much of that spend still flows through systems that resemble earlier-generation processes – lanyards, paper badges and serendipity instead of data, automation and intent.Nextech3D.ai is aiming to provide an alternative: a software-first, AI-enabled event operating system where registration, ticketing, navigation, matchmaking, engagement and payments are designed to operate on a single stack. Eventdex handles registration and logistics, Map D delivers interactive floor plans and spatial analytics, and Krafty Labs adds experiential and in-person engagement – all now connected into Nextech Event AI and its “semantic brain” architecture using OpenAI LLMs and Pinecone, as disclosed by the company. Management's strategy is that a small, specialized team of AI-focused staff can acquire, integrate and automate event platforms, reduce headcount-heavy overhead, and work to convert them into higher-margin, cash-flow-generating modules.CEO EVAN GAPPELBERG:"We didn't just survive the last bear market – we used it to rebuild the company around AI and events. While others pulled back, we kept building, and now we believe you can see the impact in our numbers and in our pipeline. We've gone from lower-margin 3D production to a leaner, higher-margin AI event platform, and we intend to keep using automation and M&A in an effort to turn more event tech assets into scalable, cash-flow-generating businesses. As I keep buying stock myself, it's because I believe this is just the start of a much larger potential growth opportunity."
In this episode with Pinecone CEO Ash Ashutosh, James explores why Pinecone stands out in the AI landscape. Pinecone is designed to handle billions of vectors with low latency, transforming data into actionable knowledge, thus enhancing business processes and decision-making. James speaks with Ash about Pinecone's strategic partnership with Microsoft Azure, and Pinecone empowers enterprises to fully leverage AI's potential. The focus on context-aware systems provides real-time, relevant solutions, making AI more valuable and aligning with essential AI-first strategies for modern businesses.Youtube: https://www.youtube.com/watch?v=b8xWvZ8jTZUConnect with Ash @ https://www.linkedin.com/in/ashashutosh/.Connect with James @ https://www.linkedin.com/in/jmcaton/
It's that time of year when every state kicks off the new year with its own "ball" drop. North Carolina has the pickle drop. Florida has the shrimp drop. Arizona is no different. The pinecone drop has been an annual tradition in Flagstaff since 1999, but why a pinecone? Valley 101 investigates this unique tradition with the help of its founder, Sam Green. Find out why the pinecone is the staple of Northern Arizona's new year, why it's lasted so long and how a trash can scandal changed the celebration. Submit your question about Phoenix! Follow us on X, Instagram and TikTok. Guests: Sam Green Host: Bill Goodykoontz Producer: Amanda Luberto Learn more about your ad choices. Visit megaphone.fm/adchoices
On this episode of Secret Ops, we talk with Jenna Pederson, Staff Developer Advocate at Pinecone.io. Jenna shares her journey from software engineer to developer advocate building developer communities through the product development process. We chat about the practical tips for founders and discuss the importance of empathy, authentic community engagement, and listening to developers' real needs.In this episode, we discuss the:Role of a developer advocate as a bridge between technology companies and their software developer customersDifferences between traditional marketing and personalized developer advocacyRapidly evolving educational needs in technologyImportance of community engagement and expert networks in software developmentTechniques for gathering and communicating user feedback
Mark and Adena made this short episode to give parents a hands on idea to teach to their kids. The pine cone demonstrates a fascinating principle about life. People who are open can both give and gift and receive the gift of others. But people who are closed will block of the opportunities they could have with people. Support the show
In this episode, Aydin sits down with Paul Xue, a self-described “vibe marketer” and former 3x CTO who now runs an AI-native Reddit growth agency. Paul explains why he believes any assumption you made about AI even three months ago is probably wrong today, and how that realization pushed him to pivot away from writing code as a long-term career.He walks through how his team ships production software where ~100% of the code is AI-generated, why 80% of the work now lives in planning and system design, and how new models like Claude Opus 4.5 and Gemini 3 let him literally “go for a walk” while his tools implement features. Along the way, Paul shares real numbers (two years of work vs 10–15 hours), what this means for agencies and devs, how he hires in an AI-native world, and gives a behind-the-scenes tour of the multi-agent workflows powering his Reddit content engine.Timestamps0:00 – Introduction1:01 – What a “vibe marketer” is and why Reddit is a power channel in the LLM era3:01 – From 3x CTO to Reddit-first entrepreneur: deciding coding isn't future-proof4:06 – GPT-3.5 + end of zero interest rates: when dev agency contracts fell off a cliff6:28 – Adoption curves: senior devs who still don't use AI and why personality matters7:57 – Running an AI-native shop where ~100% of production code is AI-generated9:48 – Two years vs 10–15 hours: Paul's personal 10x story on shipping an MVP12:04 – New development workflow: “plan mode” and spending 80% of time on specs18:17 – Claude Opus 4.5, Gemini 3, and “going for a walk” while AI finishes features23:30 – How $60K–$250K apps turn into weekend side projects with vibe coding tools27:12 – Hiring in the AI era: why pure “ticket-taking” devs won't survive35:12 – Inside an AI-native Reddit engine: n8n workflows, agents, Pinecone & OpenRouterTools & Technologies MentionedReddit – Primary growth and content channel; a highly trusted source for LLM training and citations.ChatGPT / GPT-3.5 – Early model that triggered Paul's realization that traditional coding careers would change.Claude 3.5 Sonnet & Claude 3.5 Opus / Opus 4.5 – Anthropic models Paul uses for long-running coding, planning, and browser automation.Gemini 3 – Google model Paul uses to quickly generate solid, familiar SaaS-style UI/UX ideas.Cursor – AI-native code editor that turns detailed “plans” into production code with one click.n8n – Automation platform that powers Paul's multi-step AI workflows for content creation and evaluation.Pinecone – Vector database storing each client's knowledge base for highly relevant Reddit responses.OpenRouter – Routing layer that lets Paul easily swap and test different language models over time.MCP (Model Context Protocol) – Framework he uses to give agents tool access (e.g., scraping Reddit, reading DBs).Notion – Fast prototyping environment to validate data models and workflows before writing custom code.Zapier – General automation glue in the earliest workflow experiments.Figma – Design tool, now increasingly AI-assisted, for UI/UX mockups.SpecCode – Tool Paul cites for vibe coding HIPAA-compliant applications.Anything – Mobile-focused “vibe coding” platform for building iOS/Android apps on your phone.Fellow – AI meeting assistant that joins meetings, produces summaries/action items, and acts as an AI chief of staff.Subscribe at thisnewway.com to get the step-by-step playbooks, tools, and workflows.
Voices of Search // A Search Engine Optimization (SEO) & Content Marketing Podcast
Enterprise e-commerce sites struggle to leverage product catalog data effectively for search optimization. Ryland M Bacorn from Boca De shares his proven framework for implementing vector embeddings across large-scale product catalogs, demonstrating measurable improvements in site search relevance and internal linking strategies. The discussion covers his three-phase implementation approach: establishing specialized database infrastructure with tools like Pinecone, building proof-of-concept prototypes using the 80/20 rule for high-impact product segments, and scaling embeddings beyond SEO into site search, product recommendations, and automated content generation systems.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Voices of Search // A Search Engine Optimization (SEO) & Content Marketing Podcast
70% of enterprise e-commerce sites struggle with semantic product discovery. Ryland M Bacorn, technical lead at Boca De, has successfully implemented vector embedding systems that improved site search relevance by 40% and increased cross-sell conversions for major retail clients. He outlines a practical framework for integrating embeddings across product catalogs, starting with specialized vector databases like Pinecone and proof-of-concept development using the 80/20 rule. The discussion covers tactical approaches for semantic taxonomy enhancement, automated internal linking strategies, and scaling embedding implementations beyond SEO into site search and product recommendation systems.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
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When Cloudbeds faced a post-sales organization at 120% capacity, no budget, and declining efficiency, Colin Slade chose to rebuild the operation through AI. Within nine months, his four-person AIOps team deployed more than 150 workflows and agents, automating 75% of repetitive work and reclaiming 7,000 hours every month.This episode details how Colin turned a resource-starved customer success organization into an AI-driven engine. It explores the early missteps, the shift from overengineering to small, quick wins, and how incremental adoption evolved into company-wide transformation.A practical study in applied AI, organizational change, and measurable outcomes—showing how constraint, not abundance, can drive real innovation.Timestamps0:00 – Preview & Introduction0:57 – Meet Colin Slade and the Situation at Cloudbeds9:25 – Mitigating Team Fears Around AI Replacing Jobs13:13 – The Stepwise Approach to Implementing AI19:50 – Scaling Securely: Working with IT, Risk-Taking, and Adoption24:00 – Roles and Team Structure for Effective AI Operations33:10 – Documentation as a Hidden Bottleneck39:45 – Build vs. Buy: Why Cloudbeds Built In-House42:20 – The Impact and a Culture of Fearless ExperimentationWhat You'll Learn* How to rebuild a post-sales org around AI without additional headcount* The step-by-step approach to deploying 150+ workflows in under a year* How to identify and structure AI roles: visionary, operators, knowledge masters, and project leads* The cultural and psychological levers for AI adoption* How to optimize documentation for AI readability (and boost SEO at the same time)* The measurable impact of AI on cost savings, efficiency, and morale---Check out the Key Takeaways & Transcripts: https://www.gainsight.com/presents/series/unchurned/---Where to Find Colin:LinkedIn: https://www.linkedin.com/in/colinslade/Where to Find Josh: LinkedIn: https://www.linkedin.com/in/jschachter/---Resources: n8n – https://n8n.io/Forethought – https://forethought.ai/Google AI Studio – https://aistudio.google.com/Anthropic Claude – https://claude.ai/Gemini – https://gemini.google.com/appLovable – https://lovable.dev/Pinecone – https://www.pinecone.io/Snowflake – https://www.snowflake.com/en/Zendesk – https://www.zendesk.nl/Salesforce – https://www.salesforce.com/Slack – https://slack.com/
Jack Pertschuck, former Principal Engineer at Pinecone, discusses what vector databases are and why they matter for AI and search applications. He also discusses the challenges of communicating the value of this technology when the problem isn't widely understood. Key Takeaways: Advice for teams looking to adopt vector search technology The importance of hybrid and cascading retrieval methods The significance of context engineering and evaluation metrics in AI systems How Pinecone is democratizing vector database technology for AI and machine learning applications Guest Bio: Jack Pertschuk is a former Principal Engineer with Pinecone, the market leader in vector databases. As the company's founding engineer and lead for algorithms, applied research, and platform, Jack is responsible for the roadmap and execution across research and engineering for search index efficiency and accuracy. Prior to Pinecone, Jack was a founder of SidekickQA and creator of the NBoost open source neural ranking engine. He is an active member of the Rust and Information Retrieval research community, and is passionate about solving problems at the intersection of ML and systems. ---------------------------------------------------------------------------------------- About this Show: The Brave Technologist is here to shed light on the opportunities and challenges of emerging tech. To make it digestible, less scary, and more approachable for all! Join us as we embark on a mission to demystify artificial intelligence, challenge the status quo, and empower everyday people to embrace the digital revolution. Whether you're a tech enthusiast, a curious mind, or an industry professional, this podcast invites you to join the conversation and explore the future of AI together. The Brave Technologist Podcast is hosted by Luke Mulks, VP Business Operations at Brave Software—makers of the privacy-respecting Brave browser and Search engine, and now powering AI everywhere with the Brave Search API. Music by: Ari Dvorin Produced by: Sam Laliberte
What if the real breakthrough in AI isn't the model itself, but the data that gives it knowledge? In this episode of Tech Talks Daily, I sit down with Edo Liberty, founder and Chief Scientist of Pinecone, to unpack how vector databases have quietly become the backbone of modern AI infrastructure. We explore why retrieval-augmented generation (RAG) works so effectively out of the box, and why fine-tuning large models often adds complexity without real-world value. Edo shares how Pinecone's research revealed that different models—from OpenAI to Anthropic—require differently structured context to perform well, a discovery that's reshaping how enterprises think about AI implementation. As the former Director of Research at Yahoo and AWS, Edo offers a grounded perspective on where the real innovation is happening. He explains how the shift from traditional data structures to vector representations is redefining how machines “know” and retrieve information, creating smarter, context-aware systems. We also touch on his recent transition to Chief Scientist, his excitement for returning to hands-on research, and why he believes the convergence of AI and data represents the defining technological shift of our lifetime. So, what does it mean for developers, business leaders, and anyone building with AI when knowledge becomes an accessible layer of infrastructure? Can we build systems that truly “know” as humans do? Join the conversation, and after listening, I'd love to hear your thoughts—do you think the future of AI lies in the models or in the data that feeds them?
With massive context windows and new agent frameworks, do vector databases still matter? Ram Sriharsha, CTO at Pinecone, joins the conversation to make the definitive case that they're more critical than ever. He explains that at the core of all AI is search, and externalizing this function is non-negotiable for security, auditability, and control.Ram offers a clear starting path for engineering leaders: begin with simple Retrieval-Augmented Generation (RAG) applications, but immediately implement a robust evaluation framework to manage hallucinations and ensure quality. He shares his perspective on the skills that matter most now, arguing that curiosity and the rise of the generalist engineer are critical in an AI-powered world. This episode is a guide to building the AI stack from the ground up, from using AI as a "good junior engineer" for testing to cultivating the engineering mindset of tomorrow.Bring AI into your code review process with LinearBFollow the hosts:Follow BenFollow AndrewFollow today's guest(s):Learn more about Pinecone: pinecone.ioPinecone Tutorials & Blog: Explore guides on RAG, vector databases, and moreConnect with Ram Sriharsha: LinkedInReferenced in today's show:Your New 500K AI Coworkers Just ArrivedHow I influence tech company politics as a staff software engineerCoinbase says 40% of code written by AI, mostly tests and TypescriptCelebrating 1 Trillion Web Pages ArchivedSupport the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever
From the CBeebies Musical: The Great Ice Cream Hunt, Lolly and Pinecone join Ranger Owl and the rest of the Storyland Rangers for a song as they all get to know each other at Coconut Cove.
Quick Note: There is no music with this episode due to technical issues. When a mysterious geocache pops up in Cedar Hollow Preserve, best friends Lila and Noor follow a trail of riddles, pinecones with secret tags, a hidden meadow of whispering flags, and a lock that only opens with the right four-letter word.
From the CBeebies Musical: The Great Ice Cream Hunt, Sprinkles, Lolly and Pinecone sing and dance about the joys of summer as they work together to create the perfect ice cream for the Empress of Storyland's Summer Send Off!
From the CBeebies Musical: The Great Ice Cream Hunt, Mermaids Mildred and Meredith teach Lolly and Pinecone a magical song and dance to help them on their adventure across Storyland.
From the CBeebies Musical: The Great Ice Cream Hunt, Professor Raindrop sings about his love of raindrops and rainbows in the Cloud Garden and Lolly and Pinecone discover they may have misunderstood him.
Artificial intelligence is reshaping industries by unlocking insights hidden within massive amounts of unstructured data. With powerful tools like vector databases and enterprise platforms, AI is driving breakthroughs across healthcare, finance, and entertainment. Pinecone founder Edo Liberty and HumanX founder Stefan Weitz have been at the forefront of this transformation. They join the Inside the ICE House podcast for breakfast on the balcony above the NYSE trading floor to share their journeys, explore the problems they're solving, and discuss how AI is accelerating innovation and redefining the future.
When all the ice creams go missing from Sprinkles' Ice Cream Farm, Lolly the cow and Pinecone the hedgehog team up for a musical road trip to save the Empress of Storyland's Summer Send-Off! During their adventure, Lolly and Pinecone get to know the Storyland Rangers at Coconut Cove, learn some magical moves at Mermaid Falls and help a frazzled caterpillar find his voice at the Summer Fruits Festival. Eventually, Lolly and Pinecone track down their main suspect, the rain-loving Professor Raindrop – but was he really the one who took the ice creams? Bursting with songs, laughter and all your CBeebies favourites, The Great Ice Cream Hunt is the perfect CBeebies summer treat to enjoy all year round!
Lords: * Kory * Ryan Topics: * Incorrect stuff they teach you in school (blood, bats, soda cans, etc) * Oops I've started over remaking my game again, ECS edition * https://www.youtube.com/watch?v=v8OkkHSQjWg * https://bevy.org/ * Accidentally finding a cat on vacation * Being Boring, by Wendy Cope * https://www.reddit.com/r/Poetry/comments/18ihpmd/poembeingboringbywendy_cope/ Microtopics: * Watching an epicurean professional licking the Switch and Switch 2 cartridges back to back. * Switch 2 cartridges that don't contain a game but still taste disgusting. * A digital key that tastes awful. * 1 in 100,000 Switch 2 cartridges tasting absolutely delicious. * Castlevania: Lords of Shadow: Relorded. * How many people have licked the Switch game you just bought used. * A construction worker spitting a big loog of chew and there's a Switch cartridge floating in it. * Not everybody is Jim Stormdancer. * And independent game design aficionado. * The New York Mayoral primary. * Hackmud. * Games that get two soundtracks while some games don't even get one. * Disasterpeace's Soupertasters theme song. * How to prove that your blood is not blue until it hits the air. * Why do bats e-chocolate?? * What color lobsters are until you cook them. * In space, noone can not see your blue blood. * Eating a 9-volt battery that tastes like chocolate. * Strawberry flavored chocolate that you puff on. * Hey, look who capitalism finally enslaved. * A can of A&W Root Beer that folds in on itself like a neutron star and you don't get to drink any because it's just empty space. * Believing the thing you were told before you turned 18. * Bodyboarding on a plank of wood in an open field. * An empire of the skies and caves. * Whether the tritone was ever illegal. * Education as a Russian doll of nested simplifications. * Wait, this isn't plum pudding! * Blood color facts. * Tuning your piano down to A=420. * Making one mistake and proceeding from the premise that everything you know is wrong. * A t-shirt reading "My favorite guests don't have their fontanelles closed yet." * How to structure your game world. * A grid of lights that are flickering on and off. * The tilty wooden labyrinth with holes in it. * Always on the lookout for the next engine to rewrite your game in. * One of those newfangled scripting languages that targets the NES. * Renting a magic want and running from kiosk to kiosk doing quests. * Finding the Pinecone of Peril. * Capacitative touch interfaces aren't magical for you?? * Asymptotically approaching cat saturation. * Framily. * Hot and cold running cat slides. * Weird reverb where things don't echo right because everything's wet. * A Rainforest Cafe the size of several football fields. * Rainforest Cafe Chic. * A liquid balance tied to your QR code. * Jailbreaking the soda fountain DRM, yelling "kill the banks" and spraying everyone with Mr. Pibb. * Striving to be as boring as possible. * Being boring. (In a good way.) * Being asked how you're doing and scrambling to come up with something interesting to say. * Trying to explain the Video Game History Foundation to your boss. * The Video Game Thing Guy. * Maintaining a garden and posting your harvests on your private Instagram. * Stopping someone on the street and asking them what are the last six vegetables you grew. * How to perform boredom after people realize that yawning means you're tired. * Starting to make omelets a new way. * Asking how someone is doing and bracing yourself for the answer. * Getting emotional and intellectual sustenance from cleaning the bathroom. * The me that comes up when you google my name.
Note from your hosts: we were off this week for ICLR and RSA! This week we're bringing you one of the top episodes from our lightning podcast series, the shorter format, Youtube-only side podcast we do for breaking news and faster turnaround. Please support our work on YouTube! https://www.youtube.com/playlist?list=PLWEAb1SXhjlc5qgVK4NgehdCzMYCwZtiBThe explosion of embedding-based applications created a new challenge: efficiently storing, indexing, and searching these high-dimensional vectors at scale. This gap gave rise to the vector database category, with companies like Pinecone leading the charge in 2022-2023 by defining specialized infrastructure for vector operations.The category saw explosive growth following ChatGPT's launch in late 2022, as developers rushed to build AI applications using Retrieval-Augmented Generation (RAG). This surge was partly driven by a widespread misconception that embedding-based similarity search was the only viable method for retrieving context for LLMs!!!The resulting “vector database gold rush” saw massive investment and attention directed toward vector search infrastructure, even though traditional information retrieval techniques remained equally valuable for many RAG applications.Full Video EpisodeTimestamps00:00 Introduction to Trondheim and Background03:03 The Rise and Fall of Vector Databases06:08 Convergence of Search Technologies09:04 Embeddings and Their Importance12:03 Building Effective Search Systems15:00 RAG Applications and Recommendations17:55 The Role of Knowledge Graphs20:49 Future of Embedding Models and Innovations Get full access to Latent.Space at www.latent.space/subscribe
The explosion of embedding-based applications created a new challenge: efficiently storing, indexing, and searching these high-dimensional vectors at scale. This gap gave rise to the vector database category, with companies like Pinecone leading the charge in 2022-2023 by defining specialized infrastructure for vector operations. The category saw explosive growth following ChatGPT's launch in late 2022, as developers rushed to build AI applications using Retrieval-Augmented Generation (RAG). This surge was partly driven by a widespread misconception that embedding-based similarity search was the only viable method for retrieving context for LLMs!!! The resulting "vector database gold rush" saw massive investment and attention directed toward vector search infrastructure, even though traditional information retrieval techniques remained equally valuable for many RAG applications. https://x.com/jobergum/status/1872923872007217309 Chapters 00:00 Introduction to Trondheim and Background 03:03 The Rise and Fall of Vector Databases 06:08 Convergence of Search Technologies 09:04 Embeddings and Their Importance 12:03 Building Effective Search Systems 15:00 RAG Applications and Recommendations 17:55 The Role of Knowledge Graphs 20:49 Future of Embedding Models and Innovations
UFOs and the Catholic Church: The Hidden Connection Explore the Vatican's rumored UFO files. Join Cristina Gomez and Jimmy Church examine the Catholic Church's connection to extraterrestrial life, UFO sightings, and alien encounters. Did the Pope hold undisclosed knowledge about aliens?00:00 - Intro 02:11 - Background on Content 05:53 - Pope's comments on Aliens11:32 - The Vatican Archives18:43 - David Grusch and the Vatican 24:25 - Pope Benedict's comments on Aliens 29:37 - Ancient Paintings Portraying UFOs 51:53 - Vatican Observatory 59:28 - The Pinecone 01:10:53 - Outro and Credits To see the VIDEO of this episode, click or copy link - http://youtu.be/RVqG1j3Zs8cVisit my website with International UFO News, Articles, Videos, and Podcast direct links -www.ufonews.co❤️ EXCLUSIVE FREE MERCH INCLUDED & BEHIND-THE-SCENES ONLY FOR MY SUPPORTERS ON PATREON ➔ https://www.patreon.com/paradigm_shifts/membership Become a supporter of this podcast: https://www.spreaker.com/podcast/strange-and-unexplained--5235662/support.
Week in Review – March 15, 2025Back from an extended hospital stay for pneumonia, staph infection, etc. I am very grateful to all who sent their prayers and healing energies.Interesting trophy presented to President Trump that's very symbolic of Looking Glass technology.Neil deGrasse Tyson on the record dismissing eyewitness testimony of ET craft and beings.A thoughtful paper on psionics and ET contact by Dr. Joseph BurkesIncorporating UAP info into space law is important. Follows a similar initiative from 1978 involving Grenada's PM Sir Eric Gairy.Why The Anunnaki (Sumerian Gods) are holding Pinecones and why The Vatican has a giant Pinecone statue in its courtyard?60 Minutes covers the Drone/UFO story on Sunday. Much still being covered up.A succinct 30min video summary of JP's experiences both prior to and during his service with the US Army.Dr John Brandenburg understands Mars true history to an extent few can match.Succinct summary of the recent drone phenomenon and its connection to the more historical UFO phenomenon.Looking forward to meeting you all at the upcoming Spiritual Informers Connection conferences in UK - Eastborne May 10-11 and US-Charlotte, Sept 19-21.Dilemma of a Star Trek Future Webinar postponed to April 5, 2025
A walking episode:Man was I ever burnt out just nowRefilling the creative well with classes and booksA childhood home remembered, a map madeLetting kids use the Good PaintTaking another crack at that damn quiltI mention A GREAT MANY THINGS in this episode:Fluent Forever pronunciation trainersAnki, the flashcard appThe Good Ship Illustration Picturebook CourseMartin Salisbury, author of 100 Great Children's Picturebooks and Illustrating Children's BooksBOOK: Daily Painting by Carol MarinePainter Alai GanuzaPainter Emily PowellIllustrator Emma CarlisleBOOK: Let's Make Art: 12 Craft Projects for ChildrenAlice HendyBOOK: Fill Your Paintings with Oil and Colour by Kevin MacphersonBOOK: Paint Brilliant Skies and Water in Pastel by Liz Haywood-SullivanEtude Allegro by Yoshinao NakadaFiddle tune: Big John McNeilBOOK: On Writing by Stephen KingLine Dance: Fake ID from the movie Footloose (2011)
Today, we delve into the intriguing world of vector databases, retrieval augmented generation, and a surprising twist—origami.Our special guest, Arjun Patel, a developer advocate at Pinecone, will be walking us through his mission to make vector databases and semantic search more accessible. Alongside his impressive technical expertise, Arjun is also a self-taught origami artist with a background in statistics from the University of Chicago. Together with co-host Frank La Vigne, we explore Arjun's unique journey from making speech coaching accessible with AI at Speeko to detecting AI-generated content at Appen.In this episode, get ready to unravel the mysteries of natural language processing, understand the impact of the attention mechanism in transformers, and discover how AI can even assist in the art of paper folding. From discussing the nuances of RAG systems to sharing personal insights on learning and technology, we promise a session that's both enlightening and entertaining. So sit back, relax, and get ready to fold your way into the fascinating layers of AI with Arjun Patel on Data Driven.Show Notes00:00 Arjun Patel: Bridging AI & Education04:39 Traditional NLP and Geometric Models08:40 Co-occurrence and Meaning in Text13:14 Masked Language Modeling Success16:50 Understanding Tokenization in AI Models18:12 "Understanding Large Language Models"22:43 Instruction-Following vs Few-Shot Learning26:43 "Rel AI: Open Source Data Tool"31:14 "Retrieval-Augmented Generation Explained"33:58 "Pinecone: Efficient Vector Database"37:31 "AI Found Me: Intern to Innovator"41:10 "Impact of Code Generation Models"45:25 Personalized Learning Path Technology46:57 Mathematical Complexity in Origami Design50:32 "Data, AI, and Origami Insights"
New details emerge from our dynamic duos' past as the journey downriver boils over as the crew of the Pinecone must overcome their differences & band together or they will absolutely die... Will this be RHP's first ever TPK or can Sago, Dooter & Strundleteet survive this steaming stream?LISTEN TO ALL OF ARCS 1-13 RIGHT NOW ON: The RHP Patreon+ Get the first half of Arc 14 RIGHT NOW!+ Ad-Free Listening+ Get Arc Barks (Talk Backs) for every episode+ Plus Votes & info about all things Rotating Heroes!GET YOUR MERCH HERE - SIGN UP FOR NEW MERCH HEREYour Cast for this Arc has been:Zac Oyama as the DMDan Lippert returns as Sago GleggRyan Rosenberg debuts as Strundleteet& Jon Mackey is the one and only DooterSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
New details emerge from our dynamic duos' past as the journey downriver boils over as the crew of the Pinecone must overcome their differences & band together or they will absolutely die... Will this be RHP's first ever TPK or can Sago, Dooter & Strundleteet survive this steaming stream?LISTEN TO ALL OF ARCS 1-13 RIGHT NOW ON: The RHP Patreon+ Get the first half of Arc 14 RIGHT NOW!+ Ad-Free Listening+ Get Arc Barks (Talk Backs) for every episode+ Plus Votes & info about all things Rotating Heroes!GET YOUR MERCH HERE - SIGN UP FOR NEW MERCH HEREYour Cast for this Arc has been:Zac Oyama as the DMDan Lippert returns as Sago GleggRyan Rosenberg debuts as Strundleteet& Jon Mackey is the one and only DooterSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
In today's episode of the Second in Command podcast, Cameron is joined by Lauren Nemeth, the Chief Operating Officer of Pinecone, a fully managed vector database company.The conversation explores the mindset, challenges, and strategies that fuel success. Lauren shares insights into what it takes to inspire high performance within teams, including the importance of cultivating strong middle-tier performers to unlock their potential.Reflecting on personal and professional struggles, Lauren reveals how perseverance, authenticity, and continuous learning shaped her path. You'll be invited to consider the role of resilience in navigating career setbacks and the importance of surrounding oneself with talented, driven individuals.This episode serves as both an inspiring narrative and a practical guide for anyone aspiring to lead with impact in an ever-evolving business landscape.If you've enjoyed this episode of the Second in Command podcast, be sure to leave a review and subscribe today!Enjoy!In This Episode You'll Learn:The rapid innovation and investment in AI, noting the competitive landscape where partners can become competitors. (3:59)The role of AI in replacing or enhancing knowledge workers, and the need for employees to embrace AI tools. (5:25)The challenge of coming up to speed on the technical industry and inheriting a new team without a manager for seven months. (12:52)The importance of being well-rounded and gaining experience in different types of businesses and growth stages. (35:09)And much more...Resources:Connect with Lauren: Website | LinkedInConnect with Cameron: Website | LinkedInGet Cameron's latest book "Second in Command: Unleash the Power of Your COO"Get Cameron's online course – Invest In Your Leaders
Our Mothers Knew It with Maria EckersleyA Creative Study of Come, Follow MeBook of Mormon [MORONI 10] Creative“Come unto Christ, and Be Perfected in Him”December 16 – December 22, 2024LINK TO THE INSIGHTS VIDEO FOR MORONI 10:https://youtu.be/4L1xssXq4NAWEEK 51: SUMMARY=================Creative Summary:This week, we'll emphasize spiritual gifts, remembering gospel truths, and the process of becoming perfected in Christ. Each object lesson uses a unique activity—a spiritual gift exchange, a Kahoot quiz, and a pinecone-to-pine tree craft—to illustrate key scriptural concepts. The lessons draw heavily on modern general conference talks to enrich understanding and provide contemporary application of Moroni's teachings.Week 51 Object Lessons1: “Deny Not the Gifts of God”: Spiritual Gift Exchange2: “I Exhort You to Remember These Things”: End of Year Kahoot Challenge3: “Come Unto Christ and Be Perfected in Him;”: Pinecone to Pine Tree CraftCHAPTERS=========00:00:13 CREATIVE INTRODUCTION00:02:44 OBJECT LESSON 100:07:17 OBJECT LESSON 200:09:38 OBJECT LESSON 300:14:17 WRAP UPLINKS=====ETSY Printables: https://meckmom.etsy.comWEB: https://www.gather.meckmom.comINSTAGRAM: Instagram @meckmomlifePODCAST: https://podcasts.apple.com/us/podcast...CHURCH OF JESUS CHRIST DISCLAIMER=================================This podcast represents my own thoughts and opinions. It is not made, approved, or endorsed by Intellectual Reserve, Inc. or The Church of Jesus Christ of Latter-day Saints. Any content or creative interpretations, implied or included are solely those of Maria Eckersley ("MeckMom LLC"), and not those of Intellectual Reserve, Inc. or The Church of Jesus Christ of Latter-day Saints. Great care has been made to ensure this podcast is in harmony with the overall mission of the Church. Click here to visit the official website of The Church of Jesus Christ of Latter-day Saints.
Today, we have our annual brainstorm on gifts we can make from the home or homestead. If things are tight, or even if they aren't, handmade gifts with lots of love and thought are awesome. Featured Event: Webinar Announcement For December, Christmas Gathering RSVP DEC 21 Sponsor 1: EMP Shield, Coupon Code LFTN Sponsor 2: TheWealthsteadingPodast Livestream Schedule First Tuesday Coffee Chat, 9:30am Tomorrow Friday Homestead Happenings, 9:30am Tales from the Prepper Pantry Freezer reoorganization week Preparing for the SOE Party - food plans from the pantry Still working on the redo of the prepper pantry and it's cold Thanksgiving Leftover Ideas: Holler Stew and dressing, potato pancakes with cheese Weekly Shopping Report from Joe We took our usual trip on Friday, deciding to risk possible Black Friday traffic, but it wasn't too bad. As we approached Dollar Tree, we could see that the China-mart lot was packed, but it did not extend as far as the Dollar Tree parking area. Next we split, Sonia going into Hobby Lobby and I into Lowe's. Both were very busy, but she said she had little wait. Although we did not go into Home Depot, the online price of a 2x4x8 is still $3.85. Aldi was next. Wet cat food has returned, so I got a couple of 12-can boxes. Eggs are no longer marked limit 2. There was very little of even the type of chocolate I normally get, not just the variety I prefer; the shelf area was vacant, although still marked for it. Staple prices were: bread (20 oz. white): $1.39; eggs: $3.96 (+); whole milk: $3.03; heavy cream: $5.39; OJ: $3.69 (+); butter: $3.99; bacon: $3.99; potatoes: $3.69 (+); sugar: $2.69; flour: $1.79; and 80% lean ground beef: $3.99 (-). They also had no cantaloupes. A gallon of untainted regular gasoline remains at $3.599. Frugality Tip When you have a gathering and you put things out for drinks like sliced lemons, limes and oranges there are usually leftovers. What I do is put them in the freezer and when I'm going to make tea I'll take out a slice or two in the morning for a hot cup of tea in the afternoon or evening. Alternatively I'll freeze them in ice cube trays and use in iced tea in warmer weather. So save the citrus and enjoy it later Operation Independence Setting a schedule for classes to be hosted at the Holler Homestead next year. Cheese, for example. Main topic of the Show: Handmade Homestead Gift Ideas Polished and sealed wooden handle for tools (Either make yours in the shop or buy the base handle and do the work) Seeds you have saved with a write up about them Recipe booklet (Printable or printed) THE CHEESECAKE, pair with cookies if that is your jam Jams, Jellies, and chutneys Tallow and Birdseed (careful, this one can get messy) Pot Holders, quilted, with non-plastic fabric. Like for real awesome. Homemade Vanilla (sous vide method, 135 for 4 hours) Tea collections (or herb collections) Pinecone ornament collection, or mason jar lid ones Cure wooden burned or carved signs - especially if it is the person's homestead or farm name. MeWe reminder Make it a great week! GUYS! Don't forget about the cookbook, Cook With What You Have by Nicole Sauce and Mama Sauce. Community Follow me on Nostr: npub1u2vu695j5wfnxsxpwpth2jnzwxx5fat7vc63eth07dez9arnrezsdeafsv Mewe Group: https://mewe.com/join/lftn Telegram Group: https://t.me/LFTNGroup Odysee: https://odysee.com/$/invite/@livingfree:b Resources Membership Sign Up Holler Roast Coffee Harvest Right Affiliate Link