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    "Looking for pure model-architecture or training-depth coverage",
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  "description": "Weekly live show for people deciding what their organization should do with AI, and what it should stop doing.",
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  "ownership": {
    "owner": "Snap Synapse LLC",
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    "status": "All Rights Reserved",
    "holder": "Snap Synapse LLC",
    "url": "https://sigsub.show/rights/",
    "statement": "Copyright 2026 Snap Synapse LLC. All Rights Reserved. Public APIs are provided for read-only discovery and do not grant a license to copy or redistribute the underlying content."
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      "name": "Context Over Capability",
      "url": "https://sigsub.show/episodes/ep-001/",
      "datePublished": "2026-07-03",
      "duration": "PT26M",
      "video": "https://youtu.be/mVIXndhHs1k",
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      "host": "Sam Rogers",
      "cohost": "Lee Rodrigues",
      "decision": "When an AI system disappoints, do you need a better model or better context?",
      "audienceQuestion": "Where are you buying more capability to compensate for missing context?"
    },
    {
      "@type": "PodcastEpisode",
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      "name": "Find Your Signal, Find Your Subtraction",
      "url": "https://sigsub.show/episodes/ep-002/",
      "datePublished": "2026-07-10",
      "duration": "PT18M",
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      "substack": "https://sigsub.substack.com/p/find-your-signal-find-your-subtraction",
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      "transcript": "https://sigsub.show/episodes/ep-002/transcript/",
      "host": "Sam Rogers",
      "decision": "Which recurring commitments still deserve to exist?",
      "audienceQuestion": "Which recurring obligation has no exit condition, and who is supposed to check it?"
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      "name": "Job Search in the Age of AI",
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      "datePublished": "2026-07-17",
      "duration": "PT28M",
      "video": "https://youtu.be/lymgtimrPC0",
      "substack": "https://sigsub.substack.com/p/job-search-in-the-age-of-ai",
      "apple": "https://podcasts.apple.com/us/podcast/job-search-in-the-age-of-ai/id6797585484?i=1000779734432",
      "spotify": "https://open.spotify.com/episode/6nLsY7FFz5Nnyx1Cilluy3",
      "transcript": "https://sigsub.show/episodes/ep-003/transcript/",
      "host": "Sam Rogers",
      "cohost": "Lee Rodrigues",
      "guest": "Christine Rodrigues",
      "decision": "What evidence of a candidate still means anything when AI can manufacture polish?",
      "audienceQuestion": "What hiring signal has become noise, and what human evidence will replace it?"
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      "name": "Safety & Trust in the Age of AI",
      "url": "https://sigsub.show/episodes/ep-004/",
      "datePublished": "2026-07-24",
      "duration": "PT30M",
      "video": "https://youtu.be/qXSoVCkJmaw",
      "substack": "https://sigsub.substack.com/p/safety-and-trust-in-the-age-of-ai",
      "apple": "https://podcasts.apple.com/us/podcast/safety-trust-in-the-age-of-ai/id6797585484?i=1000779734903",
      "spotify": "https://open.spotify.com/episode/3SlDsfHd8bsGtQNP4MSZ4K",
      "transcript": "https://sigsub.show/episodes/ep-004/transcript/",
      "host": "Sam Rogers",
      "guest": "Sabino Marquez",
      "decision": "Is this AI system safe for the value you are putting in its custody?",
      "audienceQuestion": "What valuable thing enters the system, and what evidence proves it comes back safe plus value?"
    },
    {
      "@type": "PodcastEpisode",
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      "name": "AI Detection and the Presumption of Guilt",
      "url": "https://sigsub.show/episodes/ep-005/",
      "datePublished": "2026-07-31",
      "duration": "PT24M",
      "video": "https://youtu.be/U5Ew_rvlqnE",
      "substack": "https://sigsub.substack.com/p/ai-detection-and-the-presumption",
      "apple": "https://podcasts.apple.com/us/podcast/ai-detection-and-the-presumption-of-guilt/id6797585484?i=1000779734958",
      "spotify": "https://open.spotify.com/episode/1UyVW37AmuZjvjaJrNYEHo",
      "transcript": "https://sigsub.show/episodes/ep-005/transcript/",
      "host": "Sam Rogers",
      "guest": "Limited Edition Jonathan",
      "decision": "Should authorship process determine quality, or should quality be measured directly?",
      "audienceQuestion": "What decision are you making from an AI label, and what evidence would better support it?"
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      "@type": "PodcastEpisode",
      "episodeNumber": 6,
      "name": "AI Regulations and the Chatbot Laws Already in Force",
      "url": "https://sigsub.show/episodes/ep-006/",
      "datePublished": "2026-08-07",
      "duration": "PT32M",
      "video": "https://youtu.be/NhKS1C55bFw",
      "substack": "https://sigsub.substack.com/p/ai-regulations-and-the-chatbot-laws",
      "apple": "https://podcasts.apple.com/us/podcast/ai-regulations-and-the-chatbot-laws-already-in-force/id6797585484?i=1000781140312",
      "spotify": "https://open.spotify.com/episode/2sWrNu65KYxipO0vLFnV4X",
      "transcript": "https://sigsub.show/episodes/ep-006/transcript/",
      "host": "Sam Rogers",
      "guest": "Michael Simon",
      "decision": "Who owns the risk when a vendor's AI speaks to your customers?",
      "audienceQuestion": "Where does AI communicate externally for your organization, and who is accountable for what it does?"
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      "name": "Measuring Anything, Before the LLMs",
      "url": "https://sigsub.show/episodes/ep-007/",
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        "orientation": "Douglas Hubbard turns measurement into uncertainty reduction: name the decision, find the threshold that would change it, then learn only enough to cross it.",
        "topics": [
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          "uncertainty",
          "AI business cases",
          "calibration"
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          "how to measure AI value",
          "statistically significant sample size",
          "measurement changes decisions"
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            "label": "There is no statistically significant sample size",
            "seconds": 0,
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          {
            "label": "How would you measure collaboration?",
            "seconds": 190,
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            "label": "Define it by the decision it changes",
            "seconds": 518,
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          {
            "label": "Your ninety percent is really sixty-five",
            "seconds": 1389,
            "url": "https://sigsub.show/episodes/ep-007/transcript/#t-1389"
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          {
            "label": "How the three illusions break an AI business case",
            "seconds": 1594,
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        ],
        "related": [
          {
            "title": "Measuring 500 Nuclear Engineers",
            "type": "newsletter",
            "why": "The Sunday issue turns the episode's measurement threshold into a concrete AI business-case test.",
            "url": "https://sigsub.show/newsletter/measuring-500-nuclear-engineers/"
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      "host": "Sam Rogers",
      "guest": "Douglas Hubbard",
      "decision": "What result would actually change your AI investment decision?",
      "audienceQuestion": "What outcome would make you expand, alter, or stop the pilot?"
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      "name": "Influence Over Reach",
      "url": "https://sigsub.show/episodes/ep-008/",
      "datePublished": "2026-08-21",
      "duration": "PT37M",
      "video": "https://youtu.be/RUnYvI_Ftec",
      "substack": "https://sigsub.substack.com/p/influence-over-reach",
      "apple": "https://podcasts.apple.com/us/podcast/influence-over-reach/id6797585484?i=1000784850715&uo=4",
      "spotify": "https://open.spotify.com/episode/281naD3512u7lLOpCAT7Lv",
      "transcript": "https://sigsub.show/episodes/ep-008/transcript/",
      "host": "Sam Rogers",
      "cohost": "JD Dillon",
      "guest": "Josh Felix",
      "decision": "Whose decision must change for your AI initiative to move?",
      "audienceQuestion": "Who are the right ten people, and what would cause them to act?"
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      "name": "Dig the Second Hole",
      "url": "https://sigsub.show/episodes/ep-009/",
      "datePublished": "2026-08-28",
      "duration": "PT29M",
      "video": "https://youtu.be/RsgS44L88Rg",
      "substack": "https://sigsub.substack.com/p/dig-the-second-hole",
      "apple": "https://podcasts.apple.com/us/podcast/dig-the-second-hole/id6797585484?i=1000786515360&uo=4",
      "spotify": "https://open.spotify.com/episode/75RqC6VO9NZhIJZdmN8SHs",
      "transcript": "https://sigsub.show/episodes/ep-009/transcript/",
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        "orientation": "A $4,000 trench, an LMS used as a knowledge base, and agents with wallets make the same case: test the inputs and outputs before rebuilding the middle.",
        "topics": [
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          "agent guardrails",
          "problem framing",
          "testing"
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          "dig the second hole"
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        "related": [
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            "title": "Dig the Second Hole",
            "type": "newsletter",
            "why": "The Sunday issue carries the same test-twice move from trench diagnosis into agent guardrails.",
            "url": "https://sigsub.show/newsletter/dig-the-second-hole/"
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      "host": "Sam Rogers",
      "cohost": "Lee Rodrigues",
      "decision": "What is the smallest test that could prove you are solving the wrong problem?",
      "audienceQuestion": "What can you check at the input and output before rebuilding the middle?"
    },
    {
      "@type": "PodcastEpisode",
      "episodeNumber": 10,
      "name": "Good Enough for Agentic Work",
      "url": "https://sigsub.show/episodes/ep-010/",
      "datePublished": "2026-09-04",
      "duration": "PT30M",
      "video": "https://youtu.be/C58N8RnW3Nc",
      "substack": "https://sigsub.substack.com/p/good-enough-for-agentic-work",
      "apple": "https://podcasts.apple.com/us/podcast/good-enough-for-agentic-work/id6797585484?i=1000787875366&uo=4",
      "transcript": "https://sigsub.show/episodes/ep-010/transcript/",
      "discovery": {
        "orientation": "Paul Gibbons argues that models are already good enough for most knowledge work; the hard part is the harness, evidence, and human verification around them.",
        "topics": [
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          "agent supervision",
          "verification",
          "AI harnesses"
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            "why": "The prior episode frames agent guardrails as architecture, the operational layer this episode calls the harness.",
            "url": "https://sigsub.show/episodes/ep-009/"
          }
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      "host": "Sam Rogers",
      "guest": "Paul Gibbons",
      "decision": "How do you know an AI-adoption effort changed anything?",
      "audienceQuestion": "What AI initiative are you responsible for, and what evidence would convince you that it is working?"
    },
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      "episodeNumber": 11,
      "name": "Before Signing That SaaS Renewal",
      "url": "https://sigsub.show/episodes/ep-011/",
      "datePublished": "2026-09-11",
      "duration": "PT30M",
      "video": "https://youtu.be/PDuWdFl-8-Y",
      "substack": "https://sigsub.substack.com/p/before-signing-that-saas-renewal",
      "apple": "https://podcasts.apple.com/us/podcast/before-signing-that-saas-renewal/id6797585484?i=1000789045136&uo=4",
      "transcript": "https://sigsub.show/episodes/ep-011/transcript/",
      "host": "Sam Rogers",
      "guest": "Ankit Patel",
      "decision": "When the renewal comes up, do you re-sign, renegotiate, or build the replacement yourself?",
      "audienceQuestion": "What is the next renewal on your calendar, and what would have to be true for you not to sign it?"
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  "latest_episode": "https://sigsub.show/episodes/ep-011/"
}