Podcasts about decentralized

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Latest podcast episodes about decentralized

Combinate Podcast - Med Device and Pharma
246 - The 3 Ways to Structure a Quality Management System (Centralized vs. Federated vs. Decentralized)

Combinate Podcast - Med Device and Pharma

Play Episode Listen Later Jul 15, 2026 8:56


Most discussions about One QMS focus on harmonization.But before deciding whether a single global Quality Management System is the right approach, it's worth understanding the three primary ways organizations structure a QMS.In this episode, I compare centralized, decentralized, and federated (hybrid) Quality Management System models, including the trade-offs of each in terms of ownership, standardization, flexibility, governance, and decision-making.We also walk through how the document hierarchy typically differs across each model—from the Quality Policy and Quality Manual to standards, SOPs, work instructions, and records—and discuss why governance often has a greater impact on success than the operating model itself.Timestamps00:00 Why "One QMS" Is Trending01:33 The Three Primary QMS Models01:50 Centralized QMS02:01 Decentralized QMS02:28 Federated (Hybrid) QMS03:50 Comparing the Document Hierarchy04:14 Centralized Document Structure05:04 Decentralized Document Structure05:22 Federated Standards, SOPs, and Governance06:50 The QMS Tree: Philosophy, Governance, and Execution08:20 Why Governance Matters More Than the ModelSubhi Saadeh is a quality professional, consultant, auditor, and trainer who specializes in drug-device combination products, medical devices, pharmaceutical quality systems, supplier quality, and lifecycle management. Through Let's Combinate, he helps pharmaceutical and medical device teams bridge the gap between drug and device quality, regulatory expectations, and practical execution.

Develpreneur: Become a Better Developer and Entrepreneur
Human Trust Networks: Building Authentic Online Communities in an AI World

Develpreneur: Become a Better Developer and Entrepreneur

Play Episode Listen Later Jul 14, 2026 28:51


As AI-generated content continues to flood social platforms, the challenge is no longer creating information—it's determining whether the person behind it is real. Human Trust Networks represent a different way of thinking about online interaction, one that focuses less on content moderation and more on verifying the humanity behind the conversation. In this episode of Building Better Developers, Richard Kersey discussed the experiment behind Chirper, a platform designed around a simple but increasingly important question: Do people care enough about talking to real humans to accept a little friction in the process?   About Richard Kersey Richard Kersey is the founder and developer behind Chirper, an experimental social platform focused on verifying human participation online while preserving anonymity. His work explores one of the most pressing questions in the AI era: how do we know we're interacting with real people without sacrificing privacy? Through concepts such as trust chains, community verification, and decentralized accountability, Richard is testing new approaches to online identity, trust, and digital conversations. Follow Richard on LinkedIn: https://www.linkedin.com/in/richardkersey/   Why Human Trust Networks Matter More Than Ever For years, online communities have struggled with spam, fake accounts, coordinated influence campaigns, and automated content. The rise of AI has amplified the challenge. Today, a bot can generate comments, participate in discussions, and create content that appears remarkably human. In many situations, the average user has little chance of determining whether they are interacting with a person or a machine. The result is a growing trust problem. People no longer question only the information itself. They question the source. That shift fundamentally changes how communities function. The problem isn't simply misinformation. There is uncertainty about who—or what—is participating in the conversation. Human Trust Networks Shift the Focus from Content to Identity One of the most interesting ideas discussed during the episode was avoiding content policing altogether. Instead of deciding which opinions are acceptable, the goal is to determine whether the participant is human. This distinction is important. Many platforms attempt to solve trust issues through moderation, fact-checking, or content filtering. Human Trust Networks take a different route. The question becomes: Is this account connected to a real person? Has another verified human vouched for them? Can accountability exist without revealing identity? By moving the focus from what is being said to who is participating, communities can preserve open discussion while still creating trust. Human Trust Networks and Anonymous Accountability One of the biggest tensions online is balancing privacy with responsibility. Traditional verification systems often require: Government IDs Personal photos Phone verification Extensive personal information The problem is that stronger verification usually means less privacy. Richard's concept introduces a middle ground. Users remain anonymous, but they become accountable through a trust chain. Each participant effectively vouches for another participant. If someone invites bad actors or automated accounts into the system, their trust score is affected as well. This creates a shared responsibility model. Rather than relying on centralized verification, trust is distributed throughout the network. Accountability does not necessarily require public identity. It requires consequences connected to behavior. How Human Trust Networks Create Community Quality Every online platform faces the same challenge: How do you maintain quality as the community grows? The trust-chain concept introduces a natural filtering mechanism. When invitations carry responsibility, people become more selective. This changes user behavior in several ways: More Intentional Invitations Participants become stakeholders in community quality. Better Signal-to-Noise Ratio Users have incentives to bring in thoughtful contributors rather than random accounts. Stronger Community Ownership The health of the platform becomes everyone's responsibility. These effects create something many platforms struggle to achieve: shared accountability without centralized control. The Real Test for Human Trust Networks The most important question raised during the discussion wasn't technical. It was behavioral. Do people actually care? Many users complain about bots. Many users claim they want authentic interactions. But are they willing to spend extra time verifying themselves or participating in a trust-based onboarding process? That question can only be answered through experimentation. The early response discussed in the episode suggests there is genuine interest, particularly among people already frustrated by automated interactions. Still, scaling that interest into a thriving community remains the real challenge. Users often say they want authenticity until authenticity introduces friction. Human Trust Networks Could Change More Than Social Media While Chirper currently focuses on discussion and social interaction, the broader implications are significant. Trust-based verification could eventually support: Professional communities Expert forums Educational platforms Online marketplaces Decentralized identity systems The common thread is trust. As AI becomes more capable, proving humanity may become increasingly valuable. The organizations that solve that challenge may create entirely new categories of online experiences. Consider where your business depends on trust. AI is making content easier to create, but trust remains difficult to earn. Conclusion Human Trust Networks represent a fascinating response to one of the biggest challenges of the AI era. Rather than fighting AI-generated content directly, they focus on verifying the people behind conversations. Whether this approach becomes mainstream remains to be seen. What is clear, however, is that the value of trusted human interaction is increasing as automated participation becomes more common. The future of online communities may depend less on what platforms allow people to say and more on how they establish that people are truly people in the first place. Stay Connected: Join the Developreneur Community

SHIFT
Building a Decentralized Drone Imaging Network

SHIFT

Play Episode Listen Later Jul 8, 2026 16:31


Most geospatial data is gathered by satellites and cameras attached to planes, but a new decentralized network is helping amateur drone pilots capture and contribute ultra high resolution data. In this week's show, we go fly a drone and learn how that data is helping power next generation apps for things like disaster response.This episode originally ran in June 2025.We Meet:  Alec Wilson, COO SpexiBill Lakeland, CEO Spexi Credits:This episode of SHIFT was produced by Jennifer Strong with help from Emma Cillekens. It was mixed by Garret Lang, with original music from him and Jacob Gorski. Art by Meg Marco.

The Manila Times Podcasts
NEWS: Decentralized model brings grassroots health services | July 08, 2026

The Manila Times Podcasts

Play Episode Listen Later Jul 8, 2026 2:01


NEWS: Decentralized model brings grassroots health services | July 08, 2026Subscribe to The Manila Times Channel - https://tmt.ph/YTSubscribe Visit our website at https://www.manilatimes.net Follow us: Facebook - https://tmt.ph/facebook Instagram - https://tmt.ph/instagram Twitter - https://tmt.ph/twitter DailyMotion - https://tmt.ph/dailymotion Subscribe to our Digital Edition - https://tmt.ph/digital Check out our Podcasts: Spotify - https://tmt.ph/spotify Apple Podcasts - https://tmt.ph/applepodcasts Amazon Music - https://tmt.ph/amazonmusic Deezer: https://tmt.ph/deezer Stitcher: https://tmt.ph/stitcherTune In: https://tmt.ph/tunein#TheManilaTimes#KeepUpWithTheTimes Hosted on Acast. See acast.com/privacy for more information.

Bitcoin Audible
Roundtable_022 - What if Bitcoin Dies?

Bitcoin Audible

Play Episode Listen Later Jul 2, 2026 119:05


The sentiment lately has been total garbage. We're deep in a bear market, the red candles are stacking up, and people are getting nervous. So, I got the guys back around the table to ask a really uncomfortable question: what happens if Bitcoin actually dies? We keep things pretty casual but talk through some heavy stuff. We debate the real dangers of leverage, the bizarre obsession with paper Bitcoin equities, and the petty developer drama surrounding mining protocols. Along the way, we come back to why many of us are still effectively all in on Bitcoin, and it's definitely not just for the price. Steve also drops an analogy about weathering the financial storm in the "basement", which it might completely change how you look at market crashes. If you're feeling the pain of this current cycle, you really need to hear where we ended up on this one. Chapters (00:00:00) - What if Bitcoin Dies? (00:03:19) - Montreal news and homeless issues (00:10:37) - Mechanic's update: BIP 110 and network (00:12:11) - Critiquing Saylor, MSTR and Bitcoin ethos (00:20:59) - Leverage and state centralization risks (00:26:09) - Stratum V2 vs Datum decentralization (00:38:35) - Decentralized hash rate marketplace (00:49:10) - BIP 110 activation and exchange policies (00:56:42) - Taproot key vs script spends analysis (01:05:11) - Bear market sentiment and new Bitcoiners (01:12:10) - Productivity, hope and social change (01:29:16) - Why Bitcoin as the only truth (01:47:59) - Bitcoin as ethical money and liberty (01:55:25) - Outro Guest Links Steve Simple Nostr (Link: https://tinyurl.com/3s6a8yn8) Steve Simple on X (Link: https://x.com/stevesimple) Bitcoin Mechanic Nostr (Link: https://tinyurl.com/2tm827ut) Bitcoin Mechanic on X (Link: https://x.com/GrassFedBitcoin) Jeff Swann Nostr (Link: https://tinyurl.com/3sjc3bcp) Jeff Swann on X (Link: https://x.com/agoristview) Jeff Swann's petition (Link: https://www.change.org/p/help-us-home) Affiliate Links Become sovereign, hold your keys, be censorship resistant with the Bitbox hardware wallet. Get 5% off everything in the store with code GUY (Link: https://bitbox.swiss/guy) Get 10% off the best Bitcoin board game in the world, HODLUP! Or any of the other great games from The Free Market Kids! Use code GUY10 at checkout for 10% off your cart! (Link: https://www.freemarketkids.com/collections/games-1) Host Links ⁠Guy on Nostr ⁠(Link: http://tinyurl.com/2xc96ney) ⁠Guy on X ⁠(Link: https://x.com/theguyswann) Guy on Instagram (Link: https://www.instagram.com/theguyswann) Guy on TikTok (Link: https://www.tiktok.com/@theguyswann) Guy on YouTube (Link: https://www.youtube.com/@theguyswann) ⁠Bitcoin Audible on X⁠ (Link: https://x.com/BitcoinAudible) The Guy Swann Network Broadcast Room on Keet (Link: https://tinyurl.com/3na6v839)

Small But Mighty Agency
SEO Isn't Dead, It's Decentralized

Small But Mighty Agency

Play Episode Listen Later Jul 1, 2026 18:11


You already know that search doesn't look the way it used to. Buyers are no longer finding agencies through one clean path from Google search to website visit to inquiry. They may discover you through an AI-generated answer, a Reddit thread, a local Facebook group, a directory, a review, a LinkedIn profile, or a blog post that answers a very specific question.Darlene Moore from Drive Traffic is actively watching how visibility is shifting, and in this episode she shares what she's seeing on the ground right now — where decisions are actually being shaped, and what's working.We talk about what makes content worth citing, why lived experience and specificity matter more than generic AI-generated content, and how you can use tools like ChatGPT, Google AI Overviews, Reddit, and Search Console to understand where your buyers are actually looking for answers.Show Notes:-Website: drivetraffic.ca-LinkedIn: linkedin.com/in/darleneHey thanks for hanging out with me at the Small But Mighty Podcast. If you enjoyed this episode it would mean the world to me if you hit the follow or subscribe button in your podcast app and share it with a friend. And I'll see you on the next one. Get the full show notes and more information here: https://audreyjoykwan.com/podcast/ep156Podcast Edits by Lindsay Curtis

The Block Runner
320. TBR - Big Noodle's DePIN Infra | Decentralized AI Compute | Energy Into Intelligence (ft. SuperFan & Dr. Mien)

The Block Runner

Play Episode Listen Later Jun 27, 2026 64:54


In Episode 320 of The Block Runner Podcast, hosts William, Iman, and TJ are joined by SuperFan and Dr. Mien of BigNoodle, the AI native art platform behind the Heroes collection that launched on the block pad. The guys trace BigNoodle's path from a Bitcoin Amsterdam hackathon and DMT inspired generative art to its next chapter: a decentralized AI compute network. The core thesis: Bitcoin turns energy into value, and Big Noodle wants to turn that same energy into intelligence. They dig into decentralized physical AI infrastructure, GPU and CPU boxes that aim to cut the cost of inference by as much as ninety percent, and compute as a brand new asset class in a world of data center power shortages and GPU scarcity. They also cover whether you can plug a frontier scale model into a distributed network, the mining style reward mechanism behind it, and their yield product called Bullion, where epoch based profit share lets you contribute a unit to a compute pool the way you would add to a DeFi pool. Plus why censorship resistant AI matters as the frontier labs start drawing political lines, and the sci fi units they minted for the NAT.fun hackathon. Disclosure: The hosts are founders of NAT.fun and hold positions in assets discussed. Nothing in this episode is financial advice. Watch the full episode on YouTube and subscribe to the newsletter at TheBlockRunner.com.

The Thoughtful Entrepreneur
2451 - Progressive Culture Coaching Transforming Organizations Through Decentralized Decision-Making Liberty Mind's Lizzie Benton

The Thoughtful Entrepreneur

Play Episode Listen Later Jun 25, 2026 19:59


The Self-Managing Enterprise: Eradicating Decision Fatigue and Decentralizing Corporate Governance with Lizzie BentonIn a recent episode of The Thoughtful Entrepreneur Podcast, host Josh Elledge sat down with Lizzie Benton, the founder of Liberty Mind, to dismantle the legacy hierarchical structures that trigger executive burnout and stall organizational velocity. As an international keynote speaker, progressive culture architect, and host of the Make It Thrive podcast, Lizzie specializes in transforming traditional top-down corporate operations into highly adaptive, self-managing ecosystems. This conversation serves as an essential strategic manual for mid-market founders and enterprise leaders who are ready to eliminate the administrative bottlenecks of centralized authority, foster absolute psychological ownership among teams, and construct an agile infrastructure that drives long-term valuation without demanding the daily tactical intervention of the CEO.The Architecture of Autonomy: Implementing Decentralized Decision-Making and Co-Created Organizational SystemsThe primary bottleneck restricting the growth of a scaling business is rarely the capability of the workforce, but rather an executive authority bias that funnels all critical choices up to a single leader. Lizzie Benton notes that when a company scales rapidly, founders routinely fall into the trap of hiring layers of middle management and vice presidents to filter daily operational requests, inadvertently multiplying corporate bureaucracy and creating rigid communication silos. This systemic centralization breeds severe decision fatigue for the entrepreneur, while simultaneously conditioning frontline employees to upwardly defer simple responsibilities out of a fear of making mistakes. True operational optimization is achieved by defining explicit decision rights and shifting authority directly to the teams best positioned to execute the work, establishing clear, co-created guardrails that transform unpredictable, reactive tasks into highly scalable, automated corporate routines.Building a resilient, progressive workplace culture requires corporate leaders to look past surface-level employee perks and establish deep psychological safety across all functional lines. When a business mistakes material benefits like office snacks or recreational break rooms for authentic organizational health, it overlooks the structural systems that actually dictate employee behavior and retention. Real scalability is unlocked through the practice of co-creation—actively involving cross-functional teams in engineering the direct hybrid work policies, operational processes, and workflow roadmaps that govern their daily production. This inclusive design philosophy eliminates the natural human resistance to top-down mandates, driving deep internal alignment and cultivating a vibrant workspace culture where team members treat the enterprise with genuine psychological ownership.To successfully transition into a self-managing corporate asset, executive tiers must lean into small, calculated workflow experiments rather than attempting an overnight organizational overhaul. Founders can begin by piloting decentralized governance in a single low-risk department, granting the team total budget and execution autonomy over a specific marketing campaign or product launch to benchmark performance metrics. Providing targeted coaching and framing initial errors as mandatory optimization data points allows the workforce to safely develop its independent decision-making mechanics. When an enterprise synthesizes this empowered labor framework with objective visual dashboards and transparent information systems, the company successfully insulates its bottom line. This active distribution of leadership responsibility liberates the CEO's cognitive capacity, moving the founder into a purely strategic role focused on capital allocation and long-term enterprise value.About Lizzie BentonLizzie Benton is the Founder of Liberty Mind, a premier progressive culture coach, and a globally recognized keynote speaker specializing in organizational design and workplace autonomy. Combining deep operational insights with behavioral psychology, Lizzie has dedicated her career to helping companies replace rigid corporate command-and-control systems with self-managing frameworks. She is the host of Make It Thrive: The Company Culture Podcast and a trusted advisor to high-growth executives looking to eliminate leadership burnout and maximize team performance.About Liberty MindLiberty Mind is an elite corporate culture consultancy and strategic advisory firm designed to help organizations build adaptive, organic, and self-sustaining business infrastructures. The company specializes in executing deep cultural audits, custom team self-management training, and structured co-creation workshops to optimize cross-functional alignment. Through data-driven governance frameworks and practical risk-management playbooks, Liberty Mind enables mid-market enterprises to remove operational friction, accelerate delivery speeds, and scale profitability.Links Mentioned in This EpisodeLiberty Mind Official Website: libertymind.co.ukLizzie Benton on LinkedIn: linkedin.com/in/lizzie-bentonKey Episode HighlightsThe Perking Fallacy of Culture: Understanding why material employee benefits fail to replace robust operational systems and clear decision-making processes.The Authority Bias Bottleneck: Navigating the internal structural habits that trap founders in severe decision fatigue and cause frontline staff to upwardly defer tasks.The Co-Creation Framework: Utilizing collaborative focus groups and workshops to design internal operational policies that drive immediate employee buy-in.The Safe-to-Try Pilot Method: Implementing low-risk, decentralized workflow experiments within specific departments to safely scale autonomous team operations.Eradicating Bureaucratic Silos: Eliminating redundant layers of middle management by giving functional teams direct budget control and clear strategic aims.ConclusionThe conversation with Lizzie Benton underscores that true corporate optimization is a direct downstream consequence of distributing authority and building high-accountability systems. By standardizing internal corporate governance, removing process friction from the frontline, and fiercely protecting automated team self-management, business leaders can transform a volatile, founder-dependent operation into a highly structured, self-sustaining corporate asset.More from The Thoughtful Entrepreneur

Bell Curve
The Resurgence of Decentralized AI | Roundup

Bell Curve

Play Episode Listen Later Jun 19, 2026 57:29


This week, Mippo, Myles, and Xavier sat down to discuss Anthropic's Fable rollout, and data-collection missteps as catalysts for renewed interest in decentralized AI. They discuss decentralized training, Nous Research, Venice's privacy model, the end of token maxing, upcoming crypto AI token launches, and evolving valuation frameworks across crypto and equities. Thanks for tuning in! Resources L1 Blockchain & AI Lab Comparison: https://x.com/AlokVasudev/status/2066964656598765909 – Follow Myles: https://x.com/MylesOneil Follow Xavier: https://x.com/0xave Follow Mike: https://twitter.com/MikeIppolito_ Subscribe on YouTube: https://bit.ly/3R1D1D9 Subscribe on Apple: https://apple.co/3pQTfmD Subscribe on Spotify: https://bit.ly/4exDM4U —- Timestamps (00:00) Introduction (04:18) Anthropic's Fable (07:08) Decentralized AI (11:26) Why Open Source AI Matters (17:18) Censorship as Business Risk (22:02) DeAI Going Mainstream (28:00) Thoughts on Venice (33:29) Token Maxing (43:39) Will AI Tokens Return? —-- Disclaimer: Nothing said on Bell Curve is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Mike, Xavier, Myles, and our guests may hold positions in the companies, funds, or projects discussed.

The Crypto Conversation
Cherry Servers – Building Decentralized Cloud Infrastructure

The Crypto Conversation

Play Episode Listen Later Jun 16, 2026 17:01


Lili Hellriegel is head of enterprise solutions at Cherry Servers, a Lithuania-based bare metal cloud provider that pitches itself as a sovereign, Web3-friendly alternative to the US hyperscalers. Before joining Cherry, Lili was head of infrastructure at staking firm Blockdaemon, where she built out data center partnerships, network architecture and the server specs behind validation workloads — work that left her unusually fluent in what crypto teams actually need from their infrastructure. Why you should listen The pitch for European infrastructure has rarely been louder, and Lili makes the case with the confidence of someone who has lived on both sides of it. Every major hyperscaler — AWS, Google Cloud, Azure, even Oracle — is a US company, and for a growing cohort of Web3 teams that is no longer a neutral fact. Cherry Servers sits under European jurisdiction, runs its own facility in Lithuania, and operates data centers across Sweden, the Netherlands, Germany, Chicago, Singapore and a newly opened site in Tokyo. Some of Cherry's customers come for hard compliance reasons; others, Lili says, come for ideological ones, wanting the chains they help secure to live beyond the reach of any single government. The conversation lands at a moment when data sovereignty and distrust of concentrated American cloud power have moved from fringe concern to boardroom agenda. The sharper argument is about economics, and here Lili thinks the industry is approaching an inflection point. She describes a shift from "cloud-first" to "workload-first" thinking: instead of defaulting to a hyperscaler and accepting whatever T-shirt-sized instance you're sold, teams running archival nodes, validators or other niche workloads are discovering they pay more and perform worse than they would on dedicated hardware tuned to the job. Cherry's answer is granular customization — choose your disks, your storage, your RAM, and pay only for what the workload demands — backed by account managers who architect the build rather than just sell a box, with human support that answers in well under a minute. For staking-heavy customers, the model is almost self-funding: a large share pay in crypto, drawing on staking rewards to cover their infrastructure across some thirty different chains. Her forecast for the next eighteen to twenty-four months is the part worth sitting with. Lili argues the era of free cloud credits is ending — she doubts AWS will keep handing startups six-figure credit grants for signing up to an accelerator — and that founders, newly disciplined about runway, will increasingly treat optimized bare metal as a way to extend it. In the closing hot-take round she plants her flag as a multi-chain "Solana maxi," names Bitcoin as the enduring store of value while backing the smaller chains' upside, and offers a builder's creed: the market ultimately rewards people who make useful things on-chain, not those treating tokens purely as speculation — which, she adds, is also why she thinks people should run nodes with smaller providers. The desert-island sci-fi pick, naturally, is Star Wars. https://www.cherryservers.com/

Law of Code
#203 - SEC Crypto Rulemaking

Law of Code

Play Episode Listen Later Jun 15, 2026 59:26


How do regulators actually write the rules for crypto? SEC Commissioner Hester Peirce and Taylor Lindman, Chief Counsel of the SEC's Crypto Task Force, take us inside the process, recorded at the SEC offices in Washington, D.C.We cover CLARITY Act rulemaking, lessons from Dodd-Frank, principles-based regulation and navigating the risks of decentralized projects. If you want to understand how an agency like the SEC actually works, this episode is for you.Timestamps:0:00 Intro1:20 Commissioner Peirce's philosophy on capital markets5:04 Rulemaking at the SEC6:48 The SEC's divisions, explained8:27 How the Crypto Task Force is staffed10:37 Lessons from Dodd-Frank13:10 Legal artisans15:15 The Clarity Act deadlines18:55 Decentralized intermediaries20:56 Principles-based vs prescriptive regulation24:49 Tackling difficult crypto questions26:23 Leveraging AI for data review29:46 "Come in and register" under this SEC33:50 SEC & CFTC collaboration35:52 Re-engaging the crypto industry40:00 Crypto Task Force & the Clarity Act45:54 The SEC's non-crypto priorities48:41 Avoiding another regulation-by-enforcement era57:14 Thank you to Sam Enzer, Lewis Cohen and Cahill, plus a shoutout to Day One Law and Nick PullmanNewsletter: I'm re-launching the Law of Code newsletter soon: you can ⁠⁠⁠stay updated on emerging tech law for free here⁠⁠⁠: https://www.lawofcode.fm/Any feedback on this episode? Or how to improve the podcast? ⁠⁠Click here: https://forms.gle/W4d2a5aHuLJjuNdn7Disclaimer: This podcast is for informational and educational purposes only and does not constitute legal or investment advice. Views expressed by guests are their own and do not necessarily reflect those of their employers. Listening to this podcast does not create an attorney-client relationship.

DeFi Slate
Jake Brukhman: Why Decentralized AI Is Set To Explode (What's Changed)

DeFi Slate

Play Episode Listen Later Jun 10, 2026 41:07


Jake Brukman breaks down why a swarm of decentralized agents beat Google's quantum circuit research in a week, why decentralized training on consumer hardware is now provably cheaper than data centers, and why winning just 10% of AI training automatically locks in revenue from a $1 trillion inference market. He published this thesis in September 2022, before ChatGPT existed.Jake Brukman is Founder and CEO of CoinFund, an 11-year digital assets and decentralized AI investment firm.The Rollup is where the leaders of digital assets and finance converge. Live from the financial capital of the world.Timestamps00:00 AI Meets Decentralization Thesis02:44 Thesis Before ChatGPT Existed03:44 Consumer Devices Train Models04:29 100B Parameters Consumer Hardware06:45 Rise Of Authentic Swarms09:15 Swarms Outpaced Google Fast12:53 Inference Drives All Revenue13:13 $1T Inference Market 203114:53 Crypto Subsidizes AI Inference17:02 Win Training Win Inference20:47 Decentralized Training Now Cheaper22:49 Kirkland $500M Own Model28:39 Harnesses Collect Trace Data31:24 Co-Own Model Donate Traces33:10 Different From Past Web340:11 2.4B Monthly AI UsersGuest Socials:Jake Brukhman X: https://x.com/jbrukhCoinFund X: https://x.com/coinfundCoinFund Website: https://www.coinfund.io/Partners:Better than Banks. Transparent capital efficiency earning the highest yields in DeFi. Learn more here: https://infinifi.xyz/---Dinari - Over 230 1:1 backed tokenized stocks, ETFs & more with dividends. US-based SEC transfer agent. Available on 5+ chains & via API. https://dinari.com/---Relay is the fastest and most reliable way to swap any token on any chain. Learn more here: https://relay.link/bridge---Zama is an open source cryptography company that builds state-of-the-art Fully Homomorphic Encryption (FHE) solutions for blockchain.Learn more here: https://www.zama.org/---Trezor is the creator of the first-ever hardware wallet. Securing crypto for 2M+ users worldwide. 100% open source. Learn more here: https://affil.trezor.io/aff_c?offer_id=133&aff_id=36664---

8 O'Clock Buzz
MeshCore Offers Resilient Decentralized Communication

8 O'Clock Buzz

Play Episode Listen Later Jun 8, 2026 10:52


 WORT 89.9FM Madison · In our modern society, we take the ability to reach into our pocket and instantly contact anyone in the world for granted.  But all those text messages, e-mails, social media posts and voice calls depend on a centralized, private network of cellular communication towers.  What would you do if that network ever goes down?  The Four Lakes Amateur Radio Club has been working on a project called MeshCore that provides a resilient, decentralized alternative texting technology that works over the public radio spectrum.  Jeff Fritsche, the 2026 Field Day Coordinator for Four Lakes Amateur Radio Club, and Chris Eade, one of the leads for the MeshCore project, joined Monday Buzz host Brian Standing on June 8, 2026. Pine Bluff MeshCore Repeater, linking western Dane County with Madison(Photo courtesy w9jz.org) Did you enjoy this story? Your funding makes great, local journalism like this possible. Donate hereThe post MeshCore Offers Resilient Decentralized Communication appeared first on WORT-FM 89.9.

Moving Medicine Forward
Adapting to Industry Rebound: The Next Phase of Clinical Trials

Moving Medicine Forward

Play Episode Listen Later Jun 3, 2026 28:23


What does a recovering clinical research market actually look like in 2026?In this episode, Joel White, Owner of Market Cap Consulting, and Ryan Gifford, Vice President, Global Laboratory Services, Business Development & Client Management at CTI, join us to unpack the state of the industry—from the rebound in biotech funding to the growing importance of execution, site relationships, and smarter trial design.We explore how increasing complexity is shaping partnerships, how labs and decentralized models are evolving, and what it will take to keep trials on track. Looking ahead, the conversation offers a practical perspective on what the next 12–18 months could bring. 01:00 Guest backgrounds: Joel White (Market Cap Consulting) and Ryan Gifford (CTI) 02:45 Market recovery and funding trends05:15 Trial success: early collaboration and site relationships08:15 Funding challenges and execution impacts 10:30 Reducing site burden through lab operations and logistics 14:15 Decentralized trials and patient experience16:25 Regulatory shifts, AI, and growing data complexity19:30 Future outlook: partnerships and global trial expansion 23:30 Key takeaways and rapid-fire insights

Corporate Treasury 101
Episode 296: Treasury Control in a Decentralized Company: When the Textbook Doesn't Work with Matthias Depoorter

Corporate Treasury 101

Play Episode Listen Later Jun 3, 2026 49:31


In this episode of Treasury Leaders, host Philip Costa Hibberd, Founder of Automation Boutique, speaks with Matthias Depoorter, Group Treasury Manager at Euroports, about the realities of bringing treasury control into a highly decentralised organisation.Matthias shares how he is transforming treasury at Euroports by focusing on three key pillars: visibility, centralisation, and optimisation. With more than 100 entities, 180+ bank accounts, joint ventures, local banking relationships, and financing structure constraints, Matthias explains why traditional treasury models do not always fit real-world organisations.The conversation dives deep into practical treasury architecture, including overlay cash management structures, notional pooling, MT940 and MT101 messaging, local bank relationships, API connectivity, and the role of AI in cash forecasting and treasury analytics. Matthias also shares lessons learned from implementing a global treasury visibility project while balancing operational realities and change management.Whether you are building treasury infrastructure, improving cash visibility, or navigating decentralised banking environments, this episode provides practical insights into designing treasury structures that work in the real world.What You'll Learn in This Episode:Treasury Visibility First: Why daily cash visibility is the foundation for better treasury decisions.Centralisation in Decentralised Organisations: How to improve liquidity management without disrupting local banking relationships.Overlay Treasury Structures: How notional pooling and overlay banking can solve intercompany constraints.Treasury Technology & APIs: The practical realities of APIs, MT messaging, and treasury connectivity.AI in Treasury: How AI can support cash forecasting, bank fee analysis, and transaction insights.Treasury Change Management: Why treasury transformation requires balancing operational needs with strategic goals.Episode Breakdown with Timestamps: [00:00] – Introduction[02:23] – Building Daily Cash Visibility Across 100+ Entities[07:54] – The Limits of Traditional Cash Pooling Structures[12:22] – Implementing an Overlay Treasury Structure[18:50] – Improving Liquidity Through Multi-Currency Notional Pooling[38:03] – Prioritising Overlay Banking Over a Traditional TMS[47:00] – Designing Treasury Around Business RealityFollow our guest Matthias Depoorter: LinkedIn: https://www.linkedin.com/in/matthiasdepoorter/Euroports: https://www.linkedin.com/company/euroports/Follow Treasury Leaders:Website: https://corporate-treasury-101.com/LinkedIn: https://www.linkedin.com/company/treasury-leaders/Follow Our Hosts:Hussam Ali on LinkedIn: https://www.linkedin.com/in/hussam-r-ali/Guillaume Jouvencel on LinkedIn: https://www.linkedin.com/in/guillaume-jouvencel/Jan-Willem Attevelt on LinkedIn: https://www.linkedin.com/in/attevelt/Philip Costa Hibberd on LinkedIn: https://www.linkedin.com/in/philip-costa-hibberd/GHA Marketing Website: https://ghapodcast.com/Automation Boutique Website: https://automationboutique.com/ ----------------------------------------------------------------------- Get $100 off any AFP product, including their CTP Exam Prep Platform, using our discount code! Find this and More on our partner's pagehttps://corporate-treasury-101.com/partners-page/

Dark Rhino Security Podcast
S19 E05 The Future of Decentralized Data

Dark Rhino Security Podcast

Play Episode Listen Later May 27, 2026 37:18


#SecurityConfidential #DarkRhiinoSecurityMurphy John is the Chief Growth Officer at StorX Network, where he focuses on scaling decentralized data storage solutions and building strategic partnerships. Passionate about data security and privacy, Murphy works at the intersection of decentralization and distributed ledger technology (DLT), helping organizations rethink how data is stored, protected, and accessed globally. His work centers on enabling more secure, resilient, and privacy-first data infrastructure for the future.00:00 Intro01:17 Our Guest02:50 Shifting from On-premise to Cloud Computing09:30 Compliance and Data Privacy in Decentralized systems11:22 Data Recovery13:10 Ransomware and Data security15:31 AI on Cybersecurity19:25 Mindset Challenges in adopting technology26:01 Egress Cost Awareness33:15 Budgeting for Data backup Solutions35:00 More about John

In Focus by The Hindu
In Focus-Parley | Should the National Eligibility cum Entrance Test (NEET-UG) be decentralized?

In Focus by The Hindu

Play Episode Listen Later May 21, 2026 52:40


The cancellation and retest of National Eligibility cum Entrance Test (NEET-UG) 2026 has exposed deep cracks in India's examination system. Allegations of paper leaks, corruption and repeated lapses by the National Testing Agency (NTA) has pushed lakhs of aspirants into uncertainty, stress and emotional exhaustion, raising urgent questions about transparency, accountability and the credibility of national competitive exams. The Hindu looks at whether this high-stake, single day, single shift, all- India exam for admission to all medical courses in India should be decentralized. Guests: Dr. G.R. Ravindranath, founder and general secretary, Doctors' Association for Social Equality & Balaji Sampath, founder, AhaGuru, prepares students for NEET, JEE and Board exam through online courses. Host: Bindu Shajan Perappadan Producer: Jude Francis Weston Learn more about your ad choices. Visit megaphone.fm/adchoices

Optimizing the Hiring Process Podcast
How Decentralized Leadership Builds Better Communities with Richard Douglass

Optimizing the Hiring Process Podcast

Play Episode Listen Later May 18, 2026 29:58


In this episode of the People-First Builders Podcast, Fletcher Wimbush sits down with Richard Douglass, President of TruMark Homes and Communities, to explore how decentralized leadership creates stronger teams, better projects, and thriving company cultures in the homebuilding industry. Richard shares lessons from decades of navigating California's complex building environment, why construction is the ultimate "team sport," and how empowering people at every level leads to better decision-making and stronger communities. From hiring strategies and leadership development to trust, mission alignment, and creating opportunities for growth, this conversation dives deep into what it takes to build organizations where people truly flourish. Richard also explains how TruMark approaches collaboration with trades, develops future leaders, and maintains a culture where teammates support each other both professionally and personally. If you're interested in leadership, culture, hiring, or the future of construction and development, this episode delivers practical insights from a seasoned industry leader who believes that great communities start with great people.

The Fintech Blueprint
The $6B Decentralized AI Network, with Yuma CRO Evan Malanga

The Fintech Blueprint

Play Episode Listen Later May 15, 2026 36:54


In this episode, Lex chats with Evan Malanga — Chief Revenue Officer of Yuma, a subsidiary of Digital Currency Group focused on growing the Bittensor ecosystem. They discuss how Bittensor's $6 billion protocol incentivises AI builders worldwide through token emissions across 128 competing subnets, and why the network has produced real commercial outputs — including a 72 billion parameter model trained on-chain and a coding agent rivalling Claude at a fraction of the cost. Evan explains Yuma's role as the institutional gateway to Bittensor through its validator, accelerator, and asset management products, and they explore why the concentration of AI in OpenAI and Anthropic is a systemic risk, and whether Bittensor's future extends beyond AI into a broader coordination engine for decentralised work. NOTABLE DISCUSSION POINTS: Bittensor has crossed from experimentation into shipping benchmark-competitive work at a fraction of centralized cost. Three recent proof points: Templar (subnet 3) completed the largest decentralized pre-training run of a 72B parameter model using only the network's token incentives. Ridges, an AI agent platform, is hitting 88–90% on software engineering benchmarks, on par with Claude-class agents at ~5x cheaper, built by a 3-to-5-person team under $10M of token emissions. Score (subnet 44) is doing computer vision 200x faster than centralized counterparts. Small distributed teams are producing outputs competitive with frontier labs without raising venture capital or hiring staff. Dynamic TAO restructured emissions from validator-curated to market-curated, making each subnet its own tradeable asset. Previously, dominant validators assigned weights that determined how the 7,200 daily TAO emission flowed across subnets. Under Dynamic TAO, each of the 128 subnets has its own token denominated in TAO, and any holder can buy or sell into specific subnets, pricing them like a market rather than a committee vote. Subnet owners, miners, and validators earn fees in the respective subnet token. Distribution has settled into a power law: the top ten subnets hold ~80% of market cap. This is the move that turned Bittensor from “decentralized AI protocol” into a financial hyperstructure with hundreds of tokenized work markets layered on top. The economics for subnet owners are genuinely unusual — hundreds of millions in annual incentives, fully subsidized labor, no fundraising. A subnet owner gets access to up to ~256 miners globally competing to satisfy their problem statement, with miner compensation paid by protocol emissions rather than the subnet owner. At current TAO prices, annual incentives across the network run into hundreds of millions; at higher prices, this approaches $1B/year up for grabs. No hiring, no benefits, no recruiting, the network runs as a continuous adversarial competition where validators rank miner outputs. This is the mechanical answer to “why would an AI researcher choose Bittensor over Silicon Valley”, and explains why researchers at Meta and Google reportedly mine Bittensor on nights and weekends, with top miners on subnets like Ridges earning ~$30,000/day. TOPICS Yuma, Bittensor, Digital Currency Group, DCG, OpenAI, Anthropic, Foundry, Templar, Ridges, Bitcoin, Meta, Google, BlackRock, JPMorgan, Decentralized AI, Crypto, Blockchain, AI, Tokenomics, Decentralized Science, DeSci, AI Agents, Computer Vision, Proof of Work, Tokenization, Real World Assets, RWA, Machine Economy   ABOUT THE FINTECH BLUEPRINT

MLOps.community
Building MCP Before MCP Existed: Inside Despegar's Sofia Agent

MLOps.community

Play Episode Listen Later May 8, 2026 41:13


Nicolas Alejandro Bogliolo is the AI PM at Despegar, the largest online travel agency in Latin America, and the engineer-product-hybrid behind Sofia, the GenAI travel concierge that beat most of the OTA world to a working multi-agent system. Before MCP was a standard and before LangChain was widely adopted, his team had already shipped their own orchestration layer and tool protocol in production. This conversation is a rare look at what it takes to build an agentic system that actually books trips, runs on WhatsApp, and keeps adding capabilities without falling over.What we cover:- Chappi, the brain of Sofia: how Despegar built an internal orchestration layer when there was nothing off the shelf- Building "MCP before MCP": the custom tool-calling protocol that predated the Anthropic standard- Multi-agent architecture by vertical: flights, hotels, activities, and cars each own their own flow- Decentralized agent ownership: how any squad in the company can build a flow with central supervision- Sofia on WhatsApp: making messaging the consumer control center, the way Slack became it for the enterprise- The five-phase travel arc Sofia covers: dreaming, planning, anticipation, in-trip, and post-trip- KPI evolution: why "in-scope conversation rate" topped out near 96 percent and what they measure now- The flight-delay-claim use case and why filing claims through a chatbot is a perfect agent task- Group trip planning in WhatsApp groups: the next frontier for travel agents- Sofia as channel of choice: the WeChat-style vision for an agent that handles your entire trip- Why Despegar held off on giving Sofia the ability to bargain with customers, for now. Whether you are building production agents, running an OTA, or just curious about how an AI travel concierge actually works under the hood, this episode is full of grounded, in-production lessons from a team that had to invent the patterns the rest of us are now adopting.Links and Resources:- Despegar: https://www.despegar.com- Sofia announcement: https://investor.despegar.com/news-presentations/news-releases/news-details/2024/Despegar-revolutionizes-the-tourism-industry-introducing-the-regions-first-Generative-AI-Travel-Assistant- Sofia coverage on PhocusWire: https://www.phocuswire.com/despegar-debuts-genai-travel-assistant-remembers-previous-interactions- MLOps Community: https://mlops.community- Subscribe for more agent and AI infra deep divesTimestamps 00:00 - Intro: Nicolas, Sofia, and Despegar in LatAm01:30 - Chappi as the brain of Sofia and the squad model04:00 - Anyone in the company can build a flow07:00 - Why airline check-in still exists and what agents could replace09:30 - The flight-delay refund story and the chatbot gap13:00 - File-the-claim-for-me as a perfect agent use case16:00 - The dreaming phase: helping users who do not know where to go yet19:00 - In-scope conversation KPI hitting 96 percent and what comes next22:00 - Beating the traditional flight search UI with conversation25:00 - WhatsApp group trip planning and the ski trip example28:00 - Personalization at scale and the new gateway to the internet31:00 - WhatsApp as the consumer control center, like WeChat in China34:00 - Sofia as gateway: complaints, customer service, and verticalized agents37:00 - Building MCP before MCP and the custom orchestration layer40:00 - Why Sofia does not negotiate prices, yet#AIAgents #MCP #AgenticAI

DeFi Slate
Is the Next Bitcoin Rally Being Funded by the AI Trade? | Michael Van Poppe

DeFi Slate

Play Episode Listen Later May 8, 2026 19:26


Michaël van de Poppe joins The Rollup to cover how AI IPOs are about to mint billions and how smart money is rotating into digital assets next. Michaël van de Poppe runs a multi-strategy hybrid digital assets fund based in the Netherlands.The Rollup is where the leaders of digital assets and finance converge. Live from the financial capital of the world.Timestamps:00:00 Intro00:40 The Fund Explained01:03 Fund Thesis Overview02:02 What Fundamentals Matter03:05 2017 vs. Now04:28 The Barbell Approach05:25 Next Unlock: DeFi + AI06:39 Decentralized Compute Thesis08:42 Decentralized vs. Centralized11:04 Zcash Hot Take11:36 Michael Saylor Strategy12:23 Four Year Cycle Dead?14:00 Bitcoin Levels to Watch15:24 Bitcoin vs. Gold Correlation16:09 Does Nasdaq Need to Lead?17:22 AI IPOs & Crypto Rotation18:23 Where AI Money Goes NextWebsite: https://therollup.co/Spotify: https://open.spotify.com/show/1P6ZeYd...Podcast: https://therollup.co/category/podcastFollow us on X: https://www.x.com/therollupcoFollow Rob on X: https://x.com/robbieklagesFollow Andy on X: https://x.com/andyyyJoin our TG group: https://t.me/+TsM1CRpWFgk1NGZhThe Rollup Disclosures: https://goodidea.ventures

The Rebooting Show
TV advertising has decentralized

The Rebooting Show

Play Episode Listen Later May 5, 2026 30:41 Transcription Available


The decentralization of digital media has arrived for TV. The TV advertising system is being remade in the image of the data-focused, automated ad systems that came to dominate the internet. TV was always the holdout, thanks to scarcity. That's changed...

Tech Path Podcast
XRP Quantum Resistance

Tech Path Podcast

Play Episode Listen Later May 4, 2026 14:49 Transcription Available


XRP Las Vegas 2026 runs April 30 to May 1 and draws Ripple executives, regulators, and institutional investors, coinciding with the listing of Ripple's RLUSD stablecoin on OKX and a formal Ripple-OKX partnership announced April 29.~This episode is sponsored by Tangem~Tangem ➜ https://bit.ly/TangemPBNUse Code: "PBN" for Additional Discounts!Guest: Ayo Akinyele - Head of Engineering RippleX Dev00:00 Intro00:30 Quantum threat possibility02:30 Devs vs Quantum04:30 Timeline05:50 Will you be ready by 2030?07:00 A.I. on Ripple08:00 A.I. in a year09:20 Institutional Defi10:30 Decentralized identity11:30 Confidential RLUSD12:40 RWAs#XRP #Crypto #xrpnews ~XRP Quantum Resistance

Unchained
Ben Fielding: Gensyn, Decentralized AI, and the Prediction Market That Settles Itself: Bits + Bips

Unchained

Play Episode Listen Later May 3, 2026 50:45


A prediction market trades on outcomes. An information market trades on knowledge. Fielding makes the case for the latter. --- Heads up! If you haven't yet, be sure to subscribe to Bits + Bips, since the show will migrate there in a few weeks. Follow us on ⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠, ⁠⁠⁠⁠YouTube⁠⁠⁠⁠, ⁠⁠⁠⁠Spotify⁠⁠⁠⁠, ⁠⁠⁠⁠X⁠⁠⁠⁠, ⁠⁠⁠⁠Unchained⁠⁠⁠⁠ and wherever you get your podcasts. ---- What if the biggest constraint on AI is not compute or data, but trust? Ben Fielding, CEO and co-founder of Gensys, spent years as a machine learning researcher before concluding that decentralized hardware was the only path to true scale, and that blockchain was the only technology that could make machines trust each other without human intermediaries. With the launch of Delphi, Gensys's onchain information market built on an OP stack L2, Fielding puts his theory to the test while making the case that prediction markets have been asking the wrong question all along, and that the long tail of markets no one has thought to create yet is where the real opportunity lies. Host: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Steve Ehrlich, Head of Research at SharpLink and Host of Bits + Bips: The Interview - https://x.com/Steven_Ehrlich Guest: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Ben Fielding, CEO & Co-Founder, Gensys @BenFielding Learn more about your ad choices. Visit megaphone.fm/adchoices

Dr. Baliga's Internal Medicine Podcasts
TB: Point-of-Care. Precision. Progress.

Dr. Baliga's Internal Medicine Podcasts

Play Episode Listen Later May 1, 2026 4:03


A quiet revolution in tuberculosis diagnostics is here.

Crypto Altruism Podcast
Episode 249 - 2,000 Years of Decentralized Coordination: What Web3 Can Learn from Savings Circles, with JUKUMU TZ & The Solar Foundation

Crypto Altruism Podcast

Play Episode Listen Later Apr 30, 2026 57:05 Transcription Available


 For episode 249 of the Crypto Altruists podcast, we're excited to welcome Alinagwe Mwaselela, Director of JUKUMU TZ, and Coleen Chase, Co-Founder of The Solar Foundation. This is a continuation of our recent conversation exploring the work of The Solar Foundation and their partners in Tanzania. In part one, we looked at the partnership from a higher level, and today, we're going to the ground level, hearing directly from the team that works with close to 300 savings groups across Tanzania.In today's discussion you'll learn:

Silicon Valley Tech And AI With Gary Fowler
The Front Door is Wide Open: Why Phishing Still Works (and How to Kill It) with Dr. Chad Spensky

Silicon Valley Tech And AI With Gary Fowler

Play Episode Listen Later Apr 30, 2026 29:23


Join Dr. Chad Spensky, Founder and CEO of Allthenticate, for a deep dive into the persistent "stupidity" of modern security. Despite billions spent on cybersecurity, 86% of breaches still involve simple credential theft—essentially, hackers just walking through the front door. A former researcher at MIT Lincoln Laboratory and a veteran of world-class hacking competitions, Chad is on a mission to prove that as long as we have passwords and centralized "secrets," we will always have phishing. In this episode, we strip away the marketing fluff to discuss the only permanent fix: a decentralized authentication ecosystem where credentials never leave your hardware.

BlockHash: Exploring the Blockchain
Ep. 718 Perceptron | Decentralized Data for AI (feat. Peter Anthony)

BlockHash: Exploring the Blockchain

Play Episode Listen Later Apr 28, 2026 34:17


For episode 718 of the BlockHash Podcast, host Brandon Zemp is joined by Peter Anthony, Co-founder of Perceptron, a decentralized data infrastructure for AI. While VCs have poured over $170 million into AI data infrastructure this past year, nearly all of it has gone to centralized models. Perceptron is the decentralized alternative, with over 700,000 real users sharing idle bandwidth to collect, structure, and verify data in real time across 150 countries. 

Web3 with Sam Kamani
380: From Bitcoin Mining in 2012 to Building the Future of Decentralized Work with Guest Speaker Vitali Mikhailov from EasyStaff.io

Web3 with Sam Kamani

Play Episode Listen Later Apr 28, 2026 38:26


In this episode, I sit down with Vitali, co-founder of EasyStaff.io, a freelance payroll and marketplace platform processing over 20 million euro per month across its ecosystem. Vitali shares his journey from mining Bitcoin in Russia back in 2012 to building a multi-product fintech platform with a real, functioning DAO at its heart. We dig into why most DAOs fail to get participation, how EasyStaff Connect DAO distributes 90% of tokens to users based purely on business activity, and how the community is already voting on real product decisions. Vitali also opens up about the challenges of launching without venture capital, his plans to go fully open source, and why he sees blockchain-based legal token recognition as the natural next step for the platform. DisclaimerNothing mentioned in this podcast is investment advice and please do your own research. It would mean a lot if you can leave a review of this podcast on Apple Podcasts or Spotify and share this podcast with a friend. Be a guest on the podcast or contact us - https://www.web3pod.xyz/Connect:EasyStaff Website: https://easystaff.ioEasyStaff Connect DAO: https://connect.easystaff.ioLinkedIn: https://linkedin.com/company/easystaffKEY POINTS WITH TIMESTAMPS• [00:00] Introduction to Vitali and EasyStaff.io and the focus on DAOs• [01:00] Vitali's crypto origin story — mining Bitcoin in 2012 with an ASIC device, selling at $300 per coin• [03:40] Clarifying that EasyStaff Connect DAO tokens are currently centralised — blockchain integration is a future stage pending legal jurisdiction decisions• [04:49] Overview of the two core products: EasyStaff Payroll (B2B) and EasyStaff Invoice (B2C), and how the DAO marketplace bridges the gap• [07:03] How EasyStaff handles remote payments across multiple currencies, entities, and compliance requirements including sanctions• [09:14] The core DAO problem: low participation and how EasyStaff tackles it with a 20% quorum, public backlogs, and personalised outreach• [11:35] Tokens are earned through business activity only — no token sale, no secondary market, purely rewarding real transactions• [12:44] Token holders receive monthly fiat dividends from platform profits, with the platform retaining only 3% of transaction fees• [13:40] Community governance in practice — token holders collectively hold 90% voting power versus the founders' 10%• [19:10] Real example of community governance: users voted to add PayPal to fast payment options• [20:40] EasyStaff ecosystem now processes around 20 million euro per month, with one entity alone clearing 140 million euro in 2025• [22:32] EasyStaff Connect focuses on design and graphics freelancers historically but is expanding broadly, including AI professionals• [23:42] Upcoming addition of a recruiter network to expand the platform through intermediaries• [25:05] Marketing strategies: AI-powered cold outreach on LinkedIn, rebranding, YouTube integrations, Forbes articles, and this podcast• [28:43] If starting again — the biggest challenge was lack of capital, which forced a bootstrapped, revenue-first approach• [30:36] Roadmap: completing hard-voting mechanics, moving to open source, separating DAO from the operating company, then going on-chain via a legally recognised jurisdiction such as Liechtenstein, UAE, or Singapore• [34:37] AI adoption internally — using Claude for development and exploring Gemini for internal compliance and treasury processes, with a freeze on new linear hires

THORChain Weekly Live
THORChain Stands for a Permissionless and Decentralized Ethos: THORChain Podcast #192

THORChain Weekly Live

Play Episode Listen Later Apr 28, 2026 99:08


In this episode, Chad and Denny focus on a permissionless and decentralized ethos after the KelpDAO hack, but also spill some alpha about partner fee motivation.Swap now on THORChain https://swap.thorchain.org/ without KYC or limits!THORChain is a decentralized cross-chain liquidity protocol that lets users swap assets directly between blockchains without wrapping or using centralized exchanges. Its app layer ecosystem means developers can build decentralized apps that tap directly into liquidity across chains. Unlike most platforms, it offers real ownership of your assets, deep liquidity, and fast swaps in one seamless network.To learn more about THORChain, check out more videos:https://www.youtube.com/watch?v=eMbeCjNJ5Eohttps://www.youtube.com/watch?v=4M_4N9-3ZUohttps://www.youtube.com/watch?v=zzHXrsaWT-whttps://www.youtube.com/watch?v=Y5v9XiXAJ7gSwap now on THORChain https://swap.thorchain.org/ without KYC or limits!

The Crypto Conversation
Perceptron Network – A Thousand Eyes, One Vision for Decentralized AI Data

The Crypto Conversation

Play Episode Listen Later Apr 22, 2026 28:09


Peter Anthony is the co-founder of Perceptron Network, a decentralised data infrastructure purpose-built for AI. A crypto native since 2019, Peter also runs The House of Crypto — one of the fastest-growing crypto YouTube channels — where years of speaking with founders convinced him that the next wave of blockchain projects would be defined by real revenues, real users, and real-world utility. Perceptron, which merged with the 700,000-node BlockMesh network in mid-2025, is his bet on what he sees as AI's biggest unsolved bottleneck: access to high-quality, affordable, real-time data. Why you should listen Data, not compute, is the real AI bottleneck. Peter opens by arguing that while the market has spent the last few years obsessing over GPUs and compute networks like Aethir and Akash, the harder problem sits upstream — the high-quality training data AI models actually need is locked behind paywalls. OpenAI reportedly pays Reddit around $70 million a year, with similar eye-watering cheques going to X, and that pay-to-play economy effectively freezes out smaller AI startups. Research groups like Epoch AI project the stock of public text data will be fully exhausted somewhere between 2026 and 2032, and even Sam Altman now concedes data — not compute — is the binding constraint. Perceptron's pitch is that a decentralised network can fix this by turning users' idle bandwidth into a globally distributed vantage point on the live web, at roughly a 90% cost advantage to traditional centralised data providers. A thousand eyes, one vision. Perceptron's architecture combines Perceptron Nodes — a software client that sits quietly in the background of a user's browser or Android device and lends out unused bandwidth — with Perceptron Agents embedded in Discord, Telegram and WeChat communities, plus a human-in-the-loop Questing app where contributors annotate datasets. The point isn't to harvest anyone's personal data; it's to aggregate geographically diverse viewpoints of the public web. Peter walks through the use cases this unlocks: an e-commerce operator seeing how their products rank simultaneously in New Zealand, the UK and the US; a quant desk arbitraging cross-border discrepancies in gold, oil or crypto prices in real time; a crypto trader spotting a sentiment shift across thousands of Telegram groups before it shows up on price. Perceptron is already supplying data to Everlyn AI, a text-to-image and text-to-video platform that would have been priced out through traditional suppliers. Freshness, sovereignty and a universal basic data income. Peter makes the case that data freshness is becoming the decisive edge for frontier models, because a ChatGPT or Claude answering questions about a fast-moving crypto market on four-month-old data is flying blind. He also makes a pointed argument about annotation bias — that when a narrow set of labellers with their own agendas decide what a dataset "means," the models downstream inherit those opinions — and contends that decentralised annotation is the counter. In the hot-take round Peter calls himself a multi-chain opportunist who still holds Bitcoin as the anchor, argues we're in a 2020-style bull market (not a 2022 bear), and reckons the real 10-year story of AI is that it will displace a lot of jobs but open up far more opportunity for anyone willing to pick up the tools now — pointing to Claude Code as a live example of a non-developer being able to ship working software in minutes. His sci-fi pick: Avatar — fittingly, recorded the day before a trip to Zhangjiajie, the real-world mountain range that inspired Pandora. Supporting links Stabull Finance Perceptron Andy on Twitter  Brave New Coin on Twitter Brave New Coin   If you enjoyed the show please subscribe to the Crypto Conversation and give us a 5-star rating and a positive review in whatever podcast app you are using.

The Health Ranger Report
Bright Videos News, Apr 21, 2026 - Global Energy Sabotage + Decentralized Smart Speakers and Peptide Medicine

The Health Ranger Report

Play Episode Listen Later Apr 21, 2026 132:48


Stay informed on current events, visit www.NaturalNews.com  - Engineered Famine and Global Sabotage During COVID-19 (0:12) - Globalist Sabotage and Energy Infrastructure Collapse (3:44) - Stages of Energy Collapse and Government Incentives (6:34) - Therapeutic Peptides and FDA Control (17:25) - Decentralized AI and Personal Sovereignty (50:33) - AI in the Physical World and Ambient AI (1:14:39) - Go-to-Market Strategy and Dev Kit (1:14:59) - Voice as the Gateway to Everything (1:18:58) - Demonstration of Open Home Dev Kit (1:23:52) - Proactive AI and Emotional Layer (1:31:58) - AI and Family Interaction (1:33:27) - Future of AI and Ambient AI (1:35:05) - Lightning Round and Rapid Fire Questions (1:43:21) - After Party Segment and Additional Insights (2:09:06) Watch more independent videos at http://www.brighteon.com/channel/hrreport  ▶️ Support our mission by shopping at the Health Ranger Store - https://www.healthrangerstore.com ▶️ Check out exclusive deals and special offers at https://rangerdeals.com ▶️ Sign up for our newsletter to stay informed: https://www.naturalnews.com/Readerregistration.html Watch more exclusive videos here:

A Mental Health Break
World-Weariness & the Decentralized Identity Crisis

A Mental Health Break

Play Episode Listen Later Apr 19, 2026 19:38


"Focus on what you can control."In this episode, Vincent A. Lanci discusses managing mental health amidst global chaos, the decentralized identity crisis, and practical strategies for maintaining authenticity and purpose.As You Listen: 00:00 Embracing Vulnerability and Growth 01:39 Navigating World Weariness and Compassion Fatigue 04:50 Reclaiming Identity and Purpose 07:16 The Decentralized Identity Crisis 11:11 Performance Tax and Authenticity 14:22 Identity Audit and Personal Growth"It's not just in your head.""Be authentic, be yourself."Takeaways: -Forgive yourself for numbness to big news, it's a natural response. -Focus on your sphere of influence to regain control. -Use psychological frameworks like positive self-talk to boost resilience. -Pivot and grow through creative outlets and new pursuits. -Conduct an identity audit to reconnect with your core values.Send us Fan MailSupport the showThank you for being here. Don't forget to subscribe to stay current!Have a question for the host or guest? Want their freebee? Are you looking to become a guest or show partner? Email Danica at PodcastsByLanci@gmail.com.This show is brought to you by Living Proof TBI Coaching specializing in recovery for Traumatic Brain Injury Survivors, Families, and CaregiversCRISIS LINE: DIAL 988

The John Batchelor Show
S8 Ep761: Professor Richard Epstein critiques Senator Bernie Sanders' proposed moratorium on AI data centers, arguing that Sanders fundamentally misunderstands innovation and that his socialist rhetoric ignores the economic benefits of decentralized, sma

The John Batchelor Show

Play Episode Listen Later Apr 17, 2026 14:29


Professor Richard Epstein critiques Senator Bernie Sanders' proposed moratorium on AI data centers, arguing that Sanders fundamentally misunderstands innovation and that his socialist rhetoric ignores the economic benefits of decentralized, small-scale technological development and startups. (3)942 B-17F

HR Data Labs podcast
Jacob Chase - Rethinking Performance & Pay: The Future is Decentralized

HR Data Labs podcast

Play Episode Listen Later Apr 16, 2026 27:53


 Discover how a bold new approach to evaluating performance could revolutionize your organization. Jacob Chase shares groundbreaking insights on moving away from traditional systems to fully leverage collective intelligence, fairness, and meritocracy.   Main Topics Covered:  Why current centralized performance reviews are broken and how decentralization offers a solution  How stock market principles apply to internal organizational valuation  Building a culture of transparency through peer-to-peer feedback systems  Transforming pay equity via contribution-based assessments  Practical steps for leaders to pilot decentralized evaluation methods    Timestamps:  00:31 - Introduction to Jacob Chase and his background 01:34 - The story behind Infin and its purpose 02:23 - Fun fact: Jacob's chaotic car and the humor of parenthood 03:34 - The core topic: valuing organizational contribution beyond traditional pay structures 04:33 - What is pay equity in modern terms? 05:29 - The problem with centralized evaluation systems and the benefit of decentralized approaches 06:45 - How individual perspectives enrich performance assessment 08:27 - Learning from stock markets: decentralized valuation models applied internally 09:32 - Creating internal markets for credit attribution within organizations 10:00 - How collective intelligence can self-assess performance 10:46 - Safeguards and motivations in decentralized data collection 12:01 - Peer feedback, confidentiality, and fostering a feedback culture 13:21 - Cultural shift required for decentralized evaluation to succeed 14:01 - How performance data can shape careers and future growth 14:37 - Quantifying contributions versus narrative assessments 15:06 - Replacing traditional evaluations with real-time performance insights 16:20 - Using data to improve workforce decisions and recognition 17:05 - The econometrics of contribution and how it enables meritocracy 17:58 - The importance of true merit-based rewards and reducing bias 18:52 - Moving beyond incremental changes—wholesale transformation needed 19:12 - Practical steps for HR and leadership to pilot decentralized systems 22:01 - Starting with the executive team to build credibility 23:08 - Overcoming the fear of transparency and trust issues 24:06 - Long-term benefits: Fairness, transparency, and organizational excellence 24:44 - The power of fairness in motivating exceptional contribution 26:01 - Final thoughts: embracing decentralized performance for competitive advantage   Resources & Links:  Infin Platform  Stock Market as a Model for Internal Valuation  Performance Management Systems: Why They Fail  Build a Culture of Feedback    Connect with Jacob Chase:  LinkedIn  Twitter    Unlock the Future of Performance Management Today!  This isn't just a reset, it's a revolution. If you're ready to empower your team, eliminate bias, and create truly fair compensation, start with a bold step: decentralized, contribution-based evaluation. The future is fair, transparent, and driven by collective intelligence. Will you lead the change? 

Tech Path Podcast
Ethereum Launches War-Proof Browser To Kill Chrome?

Tech Path Podcast

Play Episode Listen Later Apr 12, 2026 18:02 Transcription Available


Freedom is a minimalist browser for Swarm and IPFS. No centralized gateways. You connect directly to peers and become part of the network.GUEST: Meinhard Benn - Founder, Freedom BrowserDownload Freedom Browser Beta ➜ https://bit.ly/FreedomBrowser00:00 intro00:16 What is Freedom Browser?03:09 Censorship Resistance04:13 Browser Tradeoffs & Features06:27 ENS Demo07:52 Publishing Demo09:25 Cloudflare outage solution10:45 Social Media & DDOS Attacks12:08 Web3 Plugins15:12 Google Kills Our Interview16:33 Importance of Open-Source17:39 outro#Crypto #ethereum #tech ~Ethereum Launches War-Proof Browser To Kill Chrome?

Live Free Now w/ John Bush
LFN #240 - Qortal Explained: Decentralized Internet, Freedom Cells & Building Outside the System (w/ Founders)

Live Free Now w/ John Bush

Play Episode Listen Later Apr 8, 2026 83:23


In this episode of the Live Free Now Show, I'm joined by Mike Winner and Jason Crowe, the founders of Qortal. We dive into what Qortal actually is, how it works, and why it's one of the most ambitious decentralized projects out there. Qortal is a fully custom-built, community-driven network designed to support a truly decentralized internet — from communication to commerce and beyond. We also talk about their collaboration with the Freedom Cell Network and how Qortal is helping build out new ways for freedom-minded people to connect, organize, and operate outside centralized platforms. We get into: • What makes Qortal different from traditional blockchain projects • How their unique consensus model works • Decentralized apps, communication, and data storage • Building parallel systems outside Big Tech • The future of the Freedom Cell Network on decentralized infrastructure If you're interested in sovereignty, decentralization, and building real alternatives — this is a conversation worth tuning into. Learn more about the project here: https://qortal.org/  

Global From Asia Podcast
Escaping Payment Aggregator Traps + Unified AI Agents: Irv Taylor's Wild Ride from Yiwu Factory to Decentralized Commerce)

Global From Asia Podcast

Play Episode Listen Later Apr 7, 2026 38:18


GFA 486. Irv Taylor shares how a Stripe chargeback freeze nearly wiped him out after pre-paying a Yiwu factory for the year — and why he pivoted to building Unified AI, a decentralized marketplace for specialized AI agents modeled after Yiwu's wholesale market.

the Revolve Recap
What is Decentralized Ministry?

the Revolve Recap

Play Episode Listen Later Apr 7, 2026 61:19


In this episode David and Bill discuss what makes them angry, the importance of hard conversations and answers your questions about what is "decentralized" ministry. For more information please visit. RevolveChurchNJ.com

The John Batchelor Show
S8 Ep689: 13. THE TRANSFORMATION OF MODERN DRONE WARFARE GUEST: Henry Sokolski Henry Sokolski explores the evolution of warfare in Ukraine, highlighting the strategic use of Starlink and decentralized drone procurement. He also notes how AI-powered target

The John Batchelor Show

Play Episode Listen Later Apr 4, 2026 12:54


13. THE TRANSFORMATION OF MODERN DRONE WARFAREGUEST: Henry Sokolski Henry Sokolski explores the evolution of warfare in Ukraine, highlighting the strategic use of Starlink and decentralized drone procurement. He also notes how AI-powered targeting from Palantir has significantly increased combat effectiveness. (13)AUGUST 1931

The Science of Getting Rich Podcast with Gerald Peters
Bitcoin: Money, Freedom, and the Decentralized Revolution

The Science of Getting Rich Podcast with Gerald Peters

Play Episode Listen Later Apr 4, 2026 17:00 Transcription Available


Gerald Peters pauses his chapter series to deliver a passionate, plainspoken case for Bitcoin as a tool of human freedom and financial empowerment. He explains how Bitcoin is decentralized, how people can borrow against their holdings without selling, and shares real-world examples of helping everyday people get started with small investments. Peters encourages listeners to learn, secure their assets, and consider Bitcoin as part of a broader wealth-building strategy while promising to return to the Science of Getting Rich series soon.

Bitcoiners - Live From Bitcoin Beach
Sovereign AI Hubs: Dubai Is Finished. This Is Why I Moved Everything To El Salvador | @ARQ.Studios ​

Bitcoiners - Live From Bitcoin Beach

Play Episode Listen Later Mar 28, 2026 70:03 Transcription Available


High-growth founders are leaving Dubai to build a sovereign AI stack in El Salvador. In this episode, we chat about how the Bitcoin Standard is attracting elite builders who are abandoning fiat luxury for true proof of work. Amir Starks (@starks_arq) explains the strategic transition from the Middle East to the volcanic energy of El Zonte to secure his agency's future.The disruption of legacy entertainment is accelerating as independent creators move to fire Hollywood with 21 million sats and generative AI. By leveraging open-source models and narrative consistency, small teams now out-compete the massive budgets of Disney. This shift represents a total liquidation of the old gatekeeper model through decentralized film production and a new content strategy for the digital age.El Salvador is positioning itself as a future tech hub by integrating Nvidia Blackwell into its national infrastructure. This technical evolution goes beyond simple Bitcoin adoption, creating a physical base for compute-heavy industries to thrive without IMF or state-level interference. The collision of sound money and computing power is turning the country into a digital fortress for the sovereign individual.Building a sovereign creative agency requires a radical departure from standard visual arts and fiat-based business models. Amir shares how ARQ uses Bitcoin to maintain a low time preference strategy while mastering creative direction outside the master's house. This approach allows builders to operate beyond the censorship risks inherent in legacy platforms.The future of storytelling allows authors to turn a book into a short film using AI for a fraction of traditional costs. As El Salvador proves the viability of the Bitcoin Standard, the rest of the world must choose between stagnation and the frontier. This conversation is the blueprint for anyone ready to stop building on rented land and join the decentralized media revolution.—Bitcoin Beach TeamConnect and Learn more about Amir Diba:X: https://x.com/starks_arqIG: https://www.instagram.com/starks_arqWeb (Company): https://arq.live/YT: @ARQ.StudiosSupport and follow Bitcoin Beach:X: https://www.twitter.com/BitcoinBeach IG: https://www.instagram.com/bitcoinbeach_sv TikTok: https://www.tiktok.com/@livefrombitcoinbeach Web: https://www.bitcoinbeach.com Browse through this quick guide to learn more about the episode:00:00 Intro01:59 Moving a tech startup from Dubai to El Salvador06:46 How Generative AI is disrupting Hollywood studios11:17 Building a Sovereign AI business with Bitcoin18:19 Marketing a Sovereign Nation using AI film25:13 Decentralized media and AI narrative consistency37:07 Bitcoin Beach grit vs Dubai fiat luxury culture44:41 How independent AI creators out-compete Disney54:04 Nvidia Blackwell: El Salvador as a global AI hub1:03:44 Turning books into movies with AI storytellingLive From Bitcoin Beach

The Urban Farm Podcast with Greg Peterson
977: Six Ways to Build Resilient Food Systems and Lives with Scott Murray

The Urban Farm Podcast with Greg Peterson

Play Episode Listen Later Mar 27, 2026 43:29


In this Episode Greg and Scott explore the concept of resiliency through both human behavior and regenerative farming systems. Scott Murray shares practical strategies for adapting to stress, uncertainty, and environmental challenges while building stronger personal and agricultural systems. The conversation connects biological resilience, seen in ecosystems and farms, to everyday preparedness, food security, and mindset. Listeners walk away with six actionable ways to improve resilience in their homes, gardens, and lives.Our Guest: Scott Murray has over 50 years of experience in organic agriculture across the U.S. and Mexico and has served as a California conservation official for 33 years. He specializes in farm creation, farmland preservation, and regenerative polyculture systems. Scott now leads pioneering research and consulting on California-grown coffee, managing multi-variety trials and agroforestry-based plantations.Key TopicsResiliency (human and ecological definitions)Carrying capacity in biological systemsRegenerative farming principlesPolyculture vs monoculture systemsWater management and irrigation strategiesSoil health and biological farmingOrganic vs chemical agriculture debateFood security and home food productionCut-and-come-again gardening methodEmergency preparedness (food, water, go-bags)Decentralized food systems and local resilienceMindset and mental preparednessWhat is resiliency and how does it apply to daily life?Resiliency is the ability to adapt and recover from stress, adversity, or disruption. Like a rubber band returning to its original shape, humans can build emotional, mental, and behavioral flexibility to regain balance after challenges.How does resiliency show up in farming systems?In agriculture, resiliency comes from designing balanced ecosystems with diversity, proper water management, and healthy soil biology. Farms that mimic natural systems are better able to withstand environmental and economic shocks.Why is polyculture more resilient than monoculture?Polyculture systems grow multiple crops together, creating layered ecosystems that reduce risk, improve soil health, and increase productivity. If one crop fails, others can still thrive, ensuring more stable yields.Can organic systems produce enough food?Yes. The belief that organic farming cannot feed the world is a misconception. With proper design and soil management, organic systems can be highly productive and sustainable.What is “cut and come again” gardening?It's a harvesting method where you remove outer leaves from plants like lettuce, kale, or chard, allowing them to regrow and produce continuously over months instead of a single harvest.How can families increase food resilience at home?By growing even a small portion of their food, storing shelf-stable items, and building relationships with neighbors or local growers, families can buffer against disruptions in the food system.Why is water management critical for resilient farming?Efficient irrigation—such as shorter, more frequent watering—prevents waste, improves plant health, and reduces stress on crops, especially in drought-prone regions.What role does mindset play in resilience?Mental preparedness is foundational. When individuals are prepared and confident, they respond to crises with clarity rather than panic, enabling better decision-making.Episode HighlightsResiliency is like a rubber band—stretch, recover, return to balanceFarms of the future rely on biodiversity and natural systemsOverwatering and poor design can silently destroy farm productivityCutting water use in half can actually improve plant healthOne ounce of wheat seed can yield a five-gallon bucket of grain“Cut and come again” gardening extends harvests for monthsFood is more valuable than gold in times of crisisPreparedness reduces stress and increases adaptabilityResourcesUrban Farm Podcast - https://www.urbanfarm.orgEdge of Urban Farm - http://edgeofurbanfarm.comJohn Jeavons Urban Farm Podcast Episodes https://www.urbanfarm.org/2019/02/16/423-john-jeavons/ https://www.urbanfarm.org/2019/02/19/424-john-jeavons/Visit https://www.urbanfarm.org/futurefarms for the show notes on this episode, and access to our full podcast library! Need a little bit of advice or just a feedback on your design for your yard or garden?The Urban Farm Team is offering consults over the phone or zoom. Get the benefits of a personalized garden and yard space analysis without the cost of trip charges. You can chat with Greg or choose one of the senior members of our Urban Farm team to get permaculture based feedback.Click HERE to learn more!*Disclosure: Some of the links in our podcast show notes and blog posts are affiliate links and if you go through them to make a purchase, we will earn a nominal commission at no cost to you. We offer links to items recommended by our podcast guests and guest writers as a service to our audience and these items are not selected because of the commission we receive from your purchases. We know the decision is yours, and whether you decide to buy something is completely up to you.

Late Confirmation by CoinDesk
Bittensor's TAO Token Surges 100% on Demand for Decentralized AI | CoinDesk Daily

Late Confirmation by CoinDesk

Play Episode Listen Later Mar 26, 2026 3:18


Why did Bittensor's TAO token price double in the past month? Bittensor's native token TAO has more than doubled this month as staking activity surges across the network's AI subnets. The decentralized machine learning marketplace is drawing fresh attention from builders and investors betting on the intersection of crypto and AI. Jennifer Sanasie breaks down what's driving the rally on CoinDesk Daily. - Nexo is the premier digital wealth platform. Receive interest on your crypto, borrow against it without selling, and trade a range of assets. Now available in the U.S with 30 days of exclusive privileges. Get started at https://nexo.com/coindesk. - This episode was hosted by Jennifer Sanasie. “CoinDesk Daily” is produced by Jennifer Sanasie and edited by Victor Chen.

Crazy Wisdom
Episode #539: Zero Trust Everything: Rebuilding the Internet's Money Layer

Crazy Wisdom

Play Episode Listen Later Mar 23, 2026 68:18


In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with David Lachmish, co-founder of Ika, to explore the cutting-edge world of decentralized cryptography and its real-world applications. They cover the foundational problem of zero-trust custody and interoperability in crypto, breaking down why most people end up relying on centralized custodians despite crypto's original promise of removing third-party trust, and how Ika's novel 2PC-MPC cryptographic protocol addresses this with decentralized wallets (d-wallets) that require both the user and the Ika network to generate a signature. The conversation also touches on AI agents and the critical need for access control guardrails when agents handle real financial transactions, the philosophical parallels between crypto's growing pains and the early internet, decentralized governance and its potential to reshape how societies make decisions, and a surprising look at how decentralized certificate authorities could dramatically improve everyday internet security. David also gives a first public mention of an upcoming privacy-focused project called Encrypt.Links mentioned:- Ika website: https://ika.xyz- Ika on X: https://x.com/iкаdotxyz- David Lachmish on X: https://x.com/d3h3d_- Encrypt (upcoming project): https://encrypt.xyzTimestamps00:00 - David Lachmish introduces Ika and DWallet Labs, explaining their cybersecurity and cryptography background led them to solve zero trust custody and interoperability.05:00 - The d wallet concept is revealed as a decentralized signing mechanism controlled jointly by user and network, requiring new cryptography breakthroughs.10:00 - Crypto's philosophical parallels to early Internet are drawn, framing scams and misuse as inevitable growing pains of transformative infrastructure.15:00 - Wallet abstraction and agent constraints are explored, comparing future seamless crypto interaction to modern WiFi versus early modem connections.20:00 - Public key cryptography's binary ownership problem is explained, leading into MPC secret shares and Fireblocks' centralized access control tradeoffs.25:00 - 2PC MPC protocol is introduced as Ika's breakthrough, enabling decentralized policy enforcement without trusting any single entity.30:00 - Decentralized governance via token staking and code as law is discussed, contrasting corporate representative governance with crypto's direct decision-making.35:00 - Futarchy prediction markets and decision trees are connected to knowledge graphs, tracing humanity's accelerating governance transition.40:00 - Automation's historical parallels are examined, arguing AI's displacement of lawyers and developers mirrors every prior technological revolution.45:00 - Bitcoin and Ethereum's uncertain futures are assessed alongside Ika's positioning in custody and interoperability infrastructure.50:00 - Zero trust interoperability is explained, revealing how bridges create dangerous honeypots that Ika eliminates through native cryptographic control.55:00 - MetaMask's limitations for agents are detailed, contrasting stored private keys against Ika's policy-enforced guardrails for agentic transactions.60:00 - HumanTech's Wallet as a Protocol is presented as a practical way to give agents spending policies while maintaining user cryptographic control.65:00 - Decentralized certificate authorities emerge as Ika's broader cybersecurity vision, eliminating single points of failure across the entire Internet.Key Insights1. Zero Trust Custody and Interoperability: David and his cofounders at DWallet Labs identified that most cryptocurrency is held by centralized custodians, which contradicts crypto's core purpose of removing third-party trust. They set out to create "zero trust custody and zero trust interoperability" — systems where users maintain cryptographic control without sacrificing usability or relying on any single entity.2. The D-Wallet Primitive: Ika is built around a new cryptographic concept called a "d-wallet" — a decentralized wallet controlled jointly by the user and a decentralized network. A signature cannot be generated without the user's participation, meaning even if all network operators are compromised, they cannot act unilaterally. This required inventing new cryptography called 2PC-MPC.3. Access Control as the Missing Layer: Traditional crypto wallets operate on binary ownership — you either have full control or none. The d-wallet model introduces programmable access control policies enforced by a decentralized network, enabling features like spending limits and whitelisted addresses without trusting a centralized company like Fireblocks.4. Bridges Are Crypto's Biggest Security Vulnerability: Interoperability across blockchains typically requires trusting a bridge, which creates a honeypot for hackers. Ika eliminates this by allowing users to natively control assets on multiple chains simultaneously, maintaining cryptographic guarantees without a trusted intermediary.5. AI Agents Need Cryptographic Guardrails: Giving AI agents control over crypto wallets like MetaMask is dangerous due to hallucination and prompt injection risks. Ika enables agents to operate within strict, code-enforced policies — they can transact autonomously but cannot exceed boundaries set by the user, combining automation with genuine security.6. Decentralized Governance as a Structural Advantage: Ika operates as a permissionless network where two-thirds of token-staking operators control the protocol's direction. Even the founding team cannot unilaterally change the network, making governance transparent and resistant to capture — a meaningful contrast to closed, corporate-controlled systems.7. Decentralized Certificate Authorities as a Future Application: Beyond crypto, David envisions d-wallets solving broader cybersecurity problems. Today's internet relies on a handful of certificate authorities whose compromise would break global web security. A decentralized certificate authority built on Ika's infrastructure would require attacking hundreds of operators simultaneously, representing a fundamental upgrade to how trust is managed across the internet.

Edge of NFT Podcast
The Impact of Decentralized Innovation on African Economies with Wada Global

Edge of NFT Podcast

Play Episode Listen Later Mar 11, 2026 53:42


In this Special Africa Edition of the Edge of Show, In this episode, host Josh Krieger and co-host Nefertiti Strong are joined by Mercy Fordwoo and Megan Hess from WADA Global, who are at the forefront of blockchain adaptation and community-driven economic growth across sub-Saharan Africa.Join us as we explore:The unique opportunities and challenges of Web3 adoption in Africa.Inspiring use cases, including innovative solutions for medical records and financial transactions.The impact of the recent Cardano African Tech Summit and how it has empowered local developers and communities.Insights into the future of decentralized intelligence and the role of local voices in shaping the tech landscape.Discover how WADA Global is creating access points for local communities and pushing for inclusion in the tech space. This episode is packed with valuable insights for dreamers, disruptors, and doers passionate about innovation and culture.Don't forget to like, subscribe, and hit the notification bell to stay updated on our latest episodes!Support us through our Sponsors! ☕ Want to make content like ours? Sign up with Castmagic to make your creative process easy: https://bit.ly/CastmagicReferral Work smarter, grow faster. Automate your SEO, get AI insights, and manage all your clients in one place with Helm. Start today at helmseo.comAre you a content creator, podcaster or interested in your business getting its voice out there? Then reserve a .podcast domain by paying just one-time as little as $10 for a lifetime of benefits! Check out the details and snag your .podcast domain today! https://get.unstoppabledomains.com/podcast/

Multipolarista
Iran's war strategy is now clear: raise oil prices, crash stock markets, cause economic crisis

Multipolarista

Play Episode Listen Later Mar 9, 2026 64:55


After the US and Israel attacked Iran, Tehran's strategy of asymmetric warfare is clear: it closed the Strait of Hormuz and is attacking energy infrastructure in the Persian Gulf, causing global oil and natural gas prices to skyrocket, crashing stock markets, fueling inflation, and provoking an economic crisis that will hurt the USA and its allies. The conflict has also become a battle of attrition. Iran is using cheap missiles and drones to deplete the defense interceptors of neighboring countries, which will be very difficult to replace, due to deindustrialization, despite Trump administration efforts to boost production. Ben Norton explains. VIDEO: https://www.youtube.com/watch?v=yAc9mgZrE6E Topics 0:00 Iran conflict becomes war of attrition 1:10 US strategy: "punch them while they're down" 1:45 US military vs Iranian military 2:25 Asymmetric warfare 3:30 Decentralized mosaic defense doctrine 4:13 Guerrilla economic warfare 5:08 Oil price skyrockets to over $100 5:30 Strait of Hormuz closed 6:00 Energy infrastructure hit in Persian Gulf 7:19 Economic crisis on horizon 7:54 Trump: it's a "small price to pay" 8:46 Inflation fuels inequality 9:47 US midterm election coming soon 10:46 Donald Trump's approval rating 11:08 Fertilizer supply chain breakdown 11:28 Food price shock 12:33 Dubai airport shut down 12:54 Gulf monarchy reputation crisis 14:06 Iranian drones vs expensive missiles 15:15 Iran's Shahed 136 drone 16:56 Missile math in asymmetric war 18:47 Military-industrial complex profits 19:24 Gulf runs out of interceptor missiles 20:29 USA prioritizes Israel over GCC 23:26 What does victory look like? 25:25 US allies need more munitions 26:25 Deindustrialization 28:08 Trump meets with weapons CEOs 29:16 Corruption in Pentagon 30:49 Wall Street wins 31:45 US empire underestimates rivals 32:28 Iran destroys radar system 33:07 Iran hits energy infrastructure 33:32 Hotels hosting US military officials 34:54 US military uses civilian ports 36:10 Gulf monarchies are not neutral 37:08 Top oil producers, by country 37:35 Top oil exporters, by country 38:24 Top natural gas producers 38:39 Top LNG exporters 39:11 Strait of Hormuz alternatives 40:10 Saudi alternative oil pipeline 41:11 Iraq and Kurdish fighters 42:31 Insurance companies avoid region 43:13 Trump Hormuz US Navy proposal 44:15 China in talks with Iran 44:58 Asia imports most Gulf energy 45:38 China stockpiles commodities 47:58 China renewable energy strategy 49:23 India wants Russian oil 49:57 India's ties with USA & Israel 51:39 South Korea hurt by oil crisis 52:12 Europe faces new inflation shock 52:39 EU wants Russian oil 53:17 Ukraine backs Gulf dictatorships 54:08 Geopolitical reality 54:53 Gulf monarchy propaganda 56:00 Foreign nationals in GCC countries 56:34 Migrant workers in Persian Gulf 58:32 Asymmetric warfare results 59:59 End of "strategic patience" doctrine 1:00:55 Supreme leader Mojtaba Khamenei 1:01:57 Nuclear weapons 1:03:29 Clear losers of Iran war 1:04:42 Outro

This Week in Startups
Wisdom of the $TAO: the future is decentralized AI

This Week in Startups

Play Episode Listen Later Mar 6, 2026 68:26


This Week In Startups is made possible by:Every Banking - https://Every.iohttps://Lemon.io - Lemon.io/twistWispr Flow - https://wisprflow.ai/twistPlaud - https://plaud.ai/twistRo.co - https://Ro.co/TwistToday's show:*Sure, we all love open source models, but what about completely decentralized AI? Rather than leaving the big decision-making in the hands of a few elite CEOs, shouldn't users have a say — and potentially even a stake — in how this incredible technology develops?On TWiST, we welcome Ala Shaabana of Crucible Labs, one of the co-founders of Bittensor. It's an open-source protocol powering a blockchain-based machine learning network. What does that mean? Users mine a crypto token — $TAO — but rather than using up their compute on solving extremely long equations, they devote it to actually powering a range of innovative AI apps (aka subnets).Plus we've got Mark Jeffrey, co-founder of the Bittensor Fund Stillcore Capital, to show us some of his favorite subnet projects, and walk us through how he trained his AI agent to mine crpyto.All that AND two amazing new OpenClaw demos.Mark Jeffrey: https://x.com/markjeffreyStillcore Capital: https://stillcorecapital.com/Ala Shaabana (Crucible Labs): https://x.com/CrucibleLabsMichael Ryaboy (Setup Claw): https://setupclaw.com/Pete and Maddie Reese (Bizzby AI): https://bizzby.ai/Timestamps:00:00 Intro01:28 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at https://Plaud.ai/twist and use code TWIST for 10% off!04:11 The booming intersection of crypto, and AI agents05:49 Mark Jeffrey joins the show!06:13 Bittensor explained — how TAO subsidizes AI products07:37 Mark's top Bittensor projects00:10:40 https://Every.io - For all of your incorporation, banking, payroll, benefits, accounting, taxes or other back-office administration needs, visit https://every.io.00:12:20 How subnet tokens work00:17:34 How the Crucible Labs wallet simplifies subnet token allocation00:19:33 https://Lemon.io - Get 15% off your first 4 weeks of developer time at https://Lemon.io/twist00:22:42 The importance of private inference and encrypted AI prompts00:29:36 Wispr Flow: Stop typing. Dictate with Wispr Flow and send clean, final-draft writing in seconds. Visit https://wisprflow.ai/twist to get started for free today.00:33:07 How AI is restoring old movies and media!00:40:57 SetUpClaw's “set it and forget it” AI agents00:45:50 https://Ro.co: Ro's insurance checker will let you know if your coverage includes GLP-1s for FREE. Go to https://Ro.co/Twist for your free insurance check.00:54:35 “Off-duty” with Lon and JasonSubscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.comCheck out the TWIST500: https://www.twist500.comSubscribe to This Week in Startups on Apple: https://rb.gy/v19fcpFollow Lon:X: https://x.com/lonsFollow Alex:X: https://x.com/alexLinkedIn: ⁠https://www.linkedin.com/in/alexwilhelmFollow Jason:X: https://twitter.com/JasonLinkedIn: https://www.linkedin.com/in/jasoncalacanisCheck out all our partner offers: https://partners.launch.co/Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarlandCheck out Jason's suite of newsletters: https://substack.com/@calacanisFollow TWiST:Twitter: https://twitter.com/TWiStartupsYouTube: https://www.youtube.com/thisweekinInstagram: https://www.instagram.com/thisweekinstartupsTikTok: https://www.tiktok.com/@thisweekinstartupsSubstack: https://twistartups.substack.com

The John Batchelor Show
S8 Ep532: Ahmad Sharawi reports on prisoner exchanges between Damascus and the Druze, suggesting a path toward decentralized stability and minority rights in a war-torn Syria. Guest: Bill Roggio, Ahmad Sharawi. 16.

The John Batchelor Show

Play Episode Listen Later Mar 3, 2026 6:58


Ahmad Sharawi reports on prisoner exchanges between Damascus and the Druze, suggesting a path toward decentralized stability and minority rights in a war-torn Syria. Guest: Bill Roggio, Ahmad Sharawi. 16.

The James Altucher Show
From the Archive: Jocko Willink | Discipline Equals Freedom

The James Altucher Show

Play Episode Listen Later Feb 7, 2026 88:49


Episode Description:This was one of those interviews where James thought he was talking about leadership—and realized halfway through that he was really talking about responsibility.Jocko Willink doesn't use buzzwords. He doesn't soften the message. He talks about ego, blame, and why most problems—at work and in life—don't come from bad systems but from leaders who won't take ownership.What struck James most wasn't the battlefield stories. It was how calmly Jocko explained things everyone avoids: hard conversations, personal discipline, and the quiet habits that prevent disasters before they happen. No theatrics. No motivation talk. Just clarity.Listening back now, years later, this episode feels even more relevant. The ideas haven't aged at all. If anything, they matter more.What You'll Learn:Why ego—not lack of skill—is the biggest obstacle to leadershipHow taking ownership defuses blame and accelerates problem-solvingWhy hard conversations get easier when you have them earlyHow decentralized command builds trust and better decisionsWhy discipline creates freedom in work, creativity, and personal lifeTimestamped Chapters:[00:00] Handling criticism, ego, and emotional control[03:00] Introduction: Jocko Willink, Extreme Ownership, and Way of the Warrior Kid[06:00] Kids, insecurity, and learning discipline early[08:00] Combat decision-making and pausing under pressure[11:00] Friendly fire, responsibility, and the origin of “Extreme Ownership”[12:30] Blame vs. ownership in business and life[15:00] Ego as the real obstacle to leadership[17:00] How leaders share blame without losing authority[18:30] Clarifying expectations: writing, follow-ups, and alignment[20:00] Avoiding confrontation—and why it backfires[22:00] Hard conversations: why earlier is always easier[24:00] Escalation, accountability, and firing as leadership failure[25:30] Being proactive instead of reactive[26:30] Why Jocko joined the SEALs[28:00] The “dry years”: training for war that never came[30:00] Discipline equals freedom[31:30] Discipline in art and creativity (Jimmy Page example)[33:00] Commander's intent vs. micromanagement[35:00] Decentralized command and trusting your team[37:00] Managing micromanagers by over-communicating[41:00] Leadership problems vs. process problems[44:00] Sleep, routines, and daily discipline[47:00] Way of the Warrior Kid and teaching confidence[49:30] Jiujitsu as discipline, restraint, and self-control[54:00] Confidence reduces conflict[58:00] Discipline, freedom, and building a personal code01:03:00] National strength and deterrence[01:05:00] War, leadership, and human nature[01:08:00] Why veterans think twice about war[01:10:00] Perspective from real suffering[01:13:00] Gratitude in modern life[01:15:00] Studying hardship to build humility[01:18:00] Comfort vs. resilience[01:20:00] Perspective, sacrifice, and responsibility[01:26:00] Paying tribute to endurance and resilience[01:28:00] Closing reflections and sign-offSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.