The Hybrid

The Hybrid Podcast

Welcome to The Hybrid — where cannabis policy, politics, and pop culture collide. Hosted by former state regulators Shawn Collins (MA) and Erik Gundersen (ME), this podcast brings insider perspective to the evolving world of cannabis: from regulatory rollouts and federal rescheduling to cultural trends shaping the industry’s next era. Every episode, Shawn and Erik unpack the forces defining modern cannabis — law, markets, and media — with sharp insight, humor, and experience from the inside. 🎙️ Follow @TheHybridPod on Instagram for exclusive clips and behind-the-scenes moments.

  1. #16 | Designing Cannabis Policy in the Age of AI

    MAR 2

    #16 | Designing Cannabis Policy in the Age of AI

    Shawn Collins of THC Group and Erik Gundersen of ERG Strategies sit down with Mackenzie Slade of Cannabis Public Policy Consulting (CPPC) to unpack a phrase that gets thrown around in every cannabis hearing and rulemaking: “evidence-based policy.” They get specific. What does evidence look like when the best data is observational, the politics is loud, and the market evolves faster than regulators can write rules? The conversation moves through cannabis regulatory science, including emerging work using AI to approximate human affect ratings of cannabis imagery, and what that could mean for advertising review, compliance, and defensibility. From there, they dig into randomized controlled trials and why trial design matters for policy levers that actually move behavior, including taxes, labeling, and consumer trust. Switzerland’s adult-use public health experiments come up as a case study in what policy looks like when government treats research as infrastructure, not window dressing. They close with hemp through late 2026. Demand exists. Channels are shifting. Definitions and enforcement will decide who captures the spend, and who gets squeezed. Referenced in this episode:AI Study (medRxiv preprint): https://doi.org/10.1101/2025.11.14.25339699Swiss RCT Study Design (Frontiers in Psychiatry): https://doi.org/10.3389/fpsyt.2023.1139325Swiss RCT Outcomes (Addiction): https://doi.org/10.1111/add.70080Verasight (representative sampling firm): https://www.verasight.io/ 🎧 New episodes drop regularly. Follow @TheHybridPod on Instagram for updates. 🔎 Topics: cannabis regulatory science, evidence-based policy, AI and compliance, cannabis advertising rules, randomized controlled trials, policy experimentation, labeling and consumer trust, hemp-derived THC, market demand, regulatory governance, CPPC, The Hybrid podcast

    1h 24m
  2. #15 | Inside Cannabis Analytics - How Regulators Really Spot Risk

    FEB 13

    #15 | Inside Cannabis Analytics - How Regulators Really Spot Risk

    Shawn Collins of THC Group and Erik Gundersen of ERG Strategies sit down with Adam Crabtree, Founder and CEO of NCS Analytics, to talk about a problem every cannabis regulator eventually runs into: the market generates mountains of data, but oversight still comes down to judgment, prioritization, and the ability to spot risk early. They break down what seed-to-sale tracking does well, where it creates false confidence, and why analytics is becoming the next layer of regulatory infrastructure. The conversation explores how anomaly detection and risk-based tools can help agencies focus inspections and investigations, surface potential diversion and tax irregularities, and translate messy operational signals into actionable oversight. They also dig into the harder questions. What happens when the data is incomplete or inconsistent? Where do dashboards mislead? How should agencies balance automation with human discretion? And what does effective, credible regulation look like when staff and resources are always finite? It’s an episode about scale, accountability, and the future of cannabis governance, told through the lens of the data systems quietly shaping how markets are supervised. Learn more about NCS Analytics: https://ncsanalytics.com 🎧 New episodes drop regularly. Follow @TheHybridPod on Instagram for updates. 🔎 Topics: cannabis analytics, seed-to-sale tracking, cannabis regulation, compliance analytics, diversion detection, cannabis taxation, risk indexing, regulatory oversight, data governance, enforcement strategy, NCS Analytics, The Hybrid podcast

    1h 8m

Ratings & Reviews

5
out of 5
5 Ratings

About

Welcome to The Hybrid — where cannabis policy, politics, and pop culture collide. Hosted by former state regulators Shawn Collins (MA) and Erik Gundersen (ME), this podcast brings insider perspective to the evolving world of cannabis: from regulatory rollouts and federal rescheduling to cultural trends shaping the industry’s next era. Every episode, Shawn and Erik unpack the forces defining modern cannabis — law, markets, and media — with sharp insight, humor, and experience from the inside. 🎙️ Follow @TheHybridPod on Instagram for exclusive clips and behind-the-scenes moments.