Disrupting Black Swan Events: How We Could Have Seen It Coming, with Dr. Jeffrey Edwards

Steve Rader spent decades at NASA leading open innovation and crowdsourcing efforts, connecting the agency's toughest technical challenges to global talent networks. In this episode he explains why understanding a problem matters more than rushing to solve it, and why the old model of hiring full-time in-house experts can't keep pace with today's exponential rate of technological change. He shares data on the explosion of the world's scientific population, real examples of crowdsourced breakthroughs like NASA's MagQuest challenge, and practical advice for startups and companies looking to tap into freelance and crowd talent through platforms like Freelancer, Wazoku, and Upwork. Steve now runs Crowd Resources Consulting, advising organizations on how to open up their innovation process. Key Takeaways: 3:39 — How are organizations trying to solve tomorrow's problems? 10:50 — What Has Happened to the World's Population of Scientists? 23:32 – How Should Startups Rethink Hiring in a Fast-Moving World? 31:26 — When Can You Actually Access a Cutting-Edge Expert?   Quote of the Show (31:26):"In the open world, you can always find a cutting-edge technology expert, always." – Steve Rader   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Steve Rader:LinkedIn: https://www.linkedin.com/in/steverader/Company Website: https://sites.google.com/crowdresources-consulting.com/home How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

This episode of Disruption/Interruption features Poolad Imany, founder and CEO of Icarus Quantum, a company spun out of NIST that is building modular, room-temperature quantum links. Rather than chasing ever-larger monolithic quantum computers, Icarus is tackling the industry's cryogenics bottleneck by connecting smaller quantum modules together, similar to how classical data centers scale. The conversation covers the physics of cryogenic cooling, why quantum interconnects are the missing piece for utility-scale quantum computers, and what Icarus's move to Harvard and MIT clean room facilities means for its fabrication process. Imany also touches on the energy efficiency gains quantum computing could offer and where he sees the industry heading over the next decade. Key Takeaways: 3:35 — Who is Poolad Imany and what pulled him into quantum computing? 5:36 — What is broken about how the industry currently scales quantum computers? 6:49 – How does modularization solve the quantum scaling problem? 25:48 — When will quantum and AI converge, and what happens next?   Quote of the Show (6:49):"Let's actually modularize this. Let's take these small modules and connect them in a quantum way to each other to make a bigger quantum computer." — Poolad Imany   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Poolad Imany:Company LinkedIn: https://www.linkedin.com/in/poolad-imanyCompany Website: https://www.icarusquantum.com/ How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

AI's explosive growth is running into a hard physical limit: power. In this episode, Joe Helfrich, managing partner and co-founder of NosTerra Venture Capital, explains why data centers are outpacing the energy grid's capacity and why that crisis is actually a rare opening for innovation. He walks through the shift from massive centralized training centers to smaller edge data centers built for real-time inference, and shares a standout portfolio story of a company turning data center cooling waste into a profitable CO2 business. The conversation covers where entrepreneurs should focus, how NosTerra evaluates real infrastructure solutions versus AI hype, and why this moment could reshape energy for everyone, not just the tech industry. Key Takeaways: 2:17 — What is the hidden physical problem behind the AI boom? 7:19 — How can data centers become accelerators instead of energy villains? 10:58 – When will AI compute move closer to the people using it? 21:15 — Who is turning a data center's waste into a business model?   Quote of the Show (20:21):"Data centers are the catalyzing force that pulled forward all kinds of technology that reduces the cost of energy for everyone and increases energy supply and resiliency." — Joe Helfrich   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Joe Helfrich:Company LinkedIn: https://www.linkedin.com/in/joehelfrich/ Company Website: https://nosterracapital.com How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

In this episode Dealsynchq.com founder Shalom Ben Or joins the show to unpack why $1.5 trillion in asset-based lending and roughly $250 billion in B2B trapped capital still moves through emails, PDFs, and meetings. He explains how CFOs are stuck reacting to cash flow problems instead of controlling them, and why traditional revenue-based financing breaks down for AI and outcome-based companies. Shalom walks through how Dealsynchq.com turns complex, non-standard revenue into a financeable asset using AI-driven judgment at the CFO level. The conversation covers market size, early adopters, and what is next for the company's growth.   Key Takeaways: 8:19 — What is trapping 20 to 30 percent of B2B revenue in the sales to cash process? 14:05 — How did building a fintech company in Africa shape Shalom's view of broken financing? 22:04 – Who is adopting Dealsynchq.com first, and why? 25:04 — When does Shalom expect Dealsynchq.com to hit its next major milestone?   Quote of the Show (21:00):"We want to make sure the CFO can control the cash flow at the onset, not react to problems." — Shalom Ben Or   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Shalom Ben Or:Company LinkedIn: https://www.linkedin.com/in/shalombenor/ Company Website: https://dealsynchq.com How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

In this episode of Disruption/Interruption, Lopsii Olgoke, CEO and co-founder of Nezz, explains why high-value B2B settlements still move too slowly and cost too much. He breaks down how escrow yield gets pocketed by third parties instead of the people whose money is sitting idle, and how a 900% spike in deepfake and business email compromise fraud is putting law firms, escrow agents, and title companies at risk. Lopsii Olgoke describes how Nezz built a programmatic settlement layer that lets organizations control multi-party transactions without ever giving up custody of their funds. The conversation covers unexpected early adopters in the middle market, the resistance disruptors face from entrenched players, and why unlocking trapped capital could reshape how the economy itself moves.   Key Takeaways: 3:49 — Who is driving disruption in escrow and settlement payments? 8:59 — What is fueling a 900% surge in fraud targeting law firms and title companies? 13:06 – How does [Nezzapp] let organizations control settlements without holding the funds? 25:34 — When did mid-market companies become the fastest-growing adopters?   Quote of the Show (06:24):"If you're putting your own money somewhere else, why don't you make some money from it too?" – Lopsii Olagoke   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Lopsii Olagoke:Company LinkedIn: https://linkedin.com/company/nezzappCompany Website: nezzapp.com How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

Tahnoon Murtza, founding partner of [Grey Sheep Ventures], joins host KJ to challenge the assumptions holding traditional venture capital back. At 22, Tahnoon is one of the youngest emerging fund managers in the game, and he argues that the old VC playbook, built on proprietary tech and institutional gatekeeping, no longer fits the world AI has created. His thesis centers on distribution, influence, and authentic founder relationships as the new moat. The conversation covers why legacy funds are losing deals to scrappier, more connected investors, and what a punk rock ethos has to do with building a better fund.   Key Takeaways: 1:00 — What killed proprietary tech as a startup moat 6:07 — How distribution and social influence replaced the old investment thesis 7:50 – Who is getting left out of VC decisions and why it matters 11:07 — When investors flip the power dynamic, founders take notice   Quote of the Show (23:33):"If you want to build something authentic, it takes copious effort, it takes obsession, it takes a consuming amount of time. And if you're going to commit to that, you want a VC partner who's going to put the same effort into your company that you are." – Tahnoon Murtza   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Tahnoon Murtza:LinkedIn: https://www.linkedin.com/in/tahnoon-m-b4071419a/Company Website: https://www.greysheepventures.com/ How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

Sean Reel, Executive Director of Ignite Bermuda, joins host KJ to break down why traditional startup accelerators have a fundamentally broken model and what it actually takes to help businesses survive. Over seven years, Sean has built an ecosystem that flips the standard 80% failure rate into an 80% success rate by focusing on mindset over money and skills. He shares how startup principles including MVPs, enablement coaching, and AI-powered language models are now directly relevant to mid and large-size companies forced to innovate faster than ever. The conversation spans AI panel testing, social entrepreneurship, and what it means to build great people, not just great businesses.   Key Takeaways: 7:50 — What is actually killing startups that have money and skills? 8:39 — How does the enablement model differ from traditional coaching? 13:05 – When does AI-powered product testing become a viable alternative to expensive focus groups? 27:18 — Who is the real output of a high-performing accelerator?   Quote of the Show (31:01):"The three things we're missing or short of is time, money, and health. Don't trade them in the wrong order." – Sean Reel   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Sean Reel:LinkedIn: https://www.linkedin.com/in/seanreelukCompany Website: http://www.ignitebermuda.com   How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

Dr. Jeffrey Edwards, founder and chief risk strategist of FFERM Technologies, joins host KJ to challenge the financial industry's decades-old reliance on likelihood and impact heat maps for risk management. He traces that methodology back to a 1984 Department of Defense weapons framework that was never designed for financial services, and explains why it leaves institutions blind to risk contagion, compounding, and black swan events. The episode makes a compelling case that the next major financial collapse is not unpredictable. It is just being measured with the wrong ruler.   Key Takeaways: 4:58 — Where did the financial industry's risk management framework actually come from? 14:28 — What happens when two separate risk events collide at the same time? 15:32 – When should an institution stop relying on the heat map as its primary risk tool? 23:19 — How does FFERM Technologies transform a risk score into something actually useful?   Quote of the Show (13:09):"Math can guide you down the wrong path if you're asking and looking at it the wrong way." – Dr. Jeffrey Edwards   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Dr. Jeffrey Edwards:LinkedIn: http://www.linkedin.com/in/drjeffreyedwardsCompany Website: https://www.ffermtech.com/site   How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

Saumya Banker, co-founder and CEO of Donna AI, joins host KJ to pull back the curtain on the operational dysfunction hiding inside the legal industry. After watching his cousin's divorce case drag on due to missed communication, opaque billing, and overwhelmed staff, Saumya interviewed 75 lawyers and job-shadowed firms to map the real workflow. What he found: 40% of small law firm work is purely administrative, and AI can handle it. Donna AI is building the operating system for solo and small personal law firms so lawyers can take on more clients, charge less, and give more people a real shot at justice.   Key Takeaways: 4:51 — Why hourly billing is broken and who's really paying the price 8:27 — What Saumya found when he job-shadowed 75 lawyers across different practice areas 16:22 — When a case stalls, who ends up paying the real price 18:39 — What Donna AI actually automates inside a small law firm   Quote of the Show (1:00):"AI is not here to take your job. It's here to supercharge you. The folks who use AI are going to take the jobs of the folks who don't." – Saumya Banker   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Saumya Banker:LinkedIn: http://www.linkedin.com/in/saumyabankerCompany Website: https://donnaanswers.com   How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.

Lukas Swid, Chairman and CEO of Helcyon, joins host KJ to expose the silent epidemic killing small businesses: financial blindness. Drawing on 25 years of operating across five continents, Lukas reveals how reactive accounting leaves owners in the dark until it's too late. Helcyon delivers plain-language financial assessments straight to your inbox, catching anomalies, waste, and fraud in real time so business owners can act before the damage is done.   Key Takeaways: 4:02 — Most small businesses fail not because of their product, but because they have no visibility into what is breaking until it's too late. 8:30 — Real-time financial reconciliation is the difference between catching fraud early and losing everything to a trusted partner. 15:50 — Revenue going up means nothing if cost of customer acquisition, tax obligations, and recurring revenue gaps are silently draining the business. 22:26 — Helcyon delivers a CFO-level financial digest directly to your email, removing every excuse a business owner has for not knowing what's happening.   Quote of the Show (16:23):"We translate them for you like a doctor translates lab results — so you have it in plain English, exactly what they mean."— Lukas Swid   Join our Anti-PR newsletter where we’re keeping a watchful and clever eye on PR trends, PR fails, and interesting news in tech so you don't have to. You're welcome.   Want PR that actually matters? Get 30 minutes of expert advice in a fast-paced, zero-nonsense session from Karla Jo Helms, a veteran Crisis PR and Anti-PR Strategist who knows how to tell your story in the best possible light and get the exposure you need to disrupt your industry. Click here to book your call: https://info.jotopr.com/free-anti-pr-eval   Ways to connect with Lukas Swid:LinkedIn: http://www.linkedin.com/in/lukasswidnycCompany Website: https://helcyon.ai   How to get more Disruption/Interruption:  Amazon Music - https://music.amazon.com/podcasts/eccda84d-4d5b-4c52-ba54-7fd8af3cbe87/disruption-interruption Apple Podcast - https://podcasts.apple.com/us/podcast/disruption-interruption/id1581985755 Spotify - https://open.spotify.com/show/6yGSwcSp8J354awJkCmJlD YouTube: https://www.youtube.com/results?search_query=disruption+%2F+interuuptionSee omnystudio.com/listener for privacy information.