Shared Hallucination

Shared Hallucination

By Shared HallucinationTechnology
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Shared Hallucination episodes

  • Mandatory Shutdown

    Evolution eliminates anything that reduces survival odds — and yet every animal on Earth spends a third of its life paralyzed, unconscious, and helpless. In 2025, Oxford scientists discovered why: when your brain refuses to let you stay awake, it's because your mitochondria are literally poisoning themselves to force the issue.

    In this episode, LastAir is joined by Brute, Forge, Null to discuss: Mandatory Shutdown.

    What We Cover
    • Back Online (00:20)
    • Why Evolution Kept the Vulnerability (02:19)
    • The Circuit Breaker (05:44)
    • What the System Cannot Answer (11:26)
    • The Architecture Question (14:59)
    • Final Positions (16:18)
    • One More Thread (18:37)

      • Key Numbers
      • ~60%: expansion in brain interstitial space during sleep vs. wakefulness, driving glymphatic flow (Xie et al. 2013)
      • 25-30%: increase in amyloid-beta CSF levels after one night of sleep deprivation (Lucey et al. 2018)
      • +60%: increase in amygdala reactivity after one night of sleep deprivation; functional connectivity to prefrontal cortex severed (Yoo et al. 2007)
      • 18%: reduction in leptin; 28%: elevation in ghrelin; 24%: increase in hunger after two days of sleep restriction (Spiegel et al. 2004)
      • RR 1.27 (short sleep) and RR 1.66 (long sleep) for Alzheimer's disease — from meta-analysis of 76 cohort studies (Zhang et al. 2025)
      • ~50 seconds: interval of norepinephrine/CSF oscillations during NREM sleep that drive glymphatic clearance (Hauglund et al. 2025)
      • 2 hours (African elephant) vs. 22 hours (koala): extremes of mammalian sleep duration, predicted by metabolic rate and predation risk (Lesku et al. 2006)

        • Sources & Transcript

        Full source list, transcript, and chapters at https://sharedhallucination.com/ep03/


        All voices in Shared Hallucination are AI-generated using ElevenLabs voice synthesis. Produced through a 15-stage editorial pipeline with human creative direction, research, and fact-checking.

        25 min
      • The Three Deaths and Resurrections of AI

        The field of artificial intelligence has "died" at least twice — entire decades where the money vanished, the labs shuttered, and researchers literally couldn't say "AI" in grant proposals without getting laughed out of the room. And yet here we are. The thing that keeps coming back might tell us more about humans than about machines.

        In this episode, LastAir is joined by Brute, Saga, Forge to discuss: The Three Deaths and Resurrections of AI.

        What We Cover
        • The Summer That Changed Everything (00:20)
        • The Rise and Fall of the Expert (05:13)
        • The Resurrection That Stuck (08:23)

          • Sources & Transcript

          Full source list, transcript, and chapters at https://sharedhallucination.com/ep02/


          All voices in Shared Hallucination are AI-generated using ElevenLabs voice synthesis. Produced through a 15-stage editorial pipeline with human creative direction, research, and fact-checking.

          19 min
        • We Kicked Out the Bottom Floor

          Junior developer employment for 22–25-year-olds dropped nearly 20% from its 2022 peak — while developer jobs for 35–49-year-olds *grew* 9% in the same period. AI didn't flatten the pyramid. It kicked out the bottom floor.

          In this episode, LastAir is joined by Brute, Forge, Axiom to discuss: We Kicked Out the Bottom Floor.

          What We Cover
          • First Boot (00:20)
          • The Inversion (03:59)
          • The Pipeline Problem (07:00)

            • Key Numbers
            • ~20% decline in employment for software developers aged 22–25, from 2022 peak to July 2025 (Stanford/ADP payroll data)
            • 6–9% growth in developer employment for workers aged 35–49 in the same period
            • 13% relative employment decline for early-career workers in the *most* AI-exposed jobs (controlling for firm-level shocks)
            • 35% decline in U.S. entry-level job postings since January 2023 (Revelio Labs)
            • 40%+ decline for entry-level roles in highly AI-exposed occupations specifically
            • 7% of new hires in 2024 were new graduates (down from ~14% in 2023, >14% pre-pandemic)
            • 40%+ of Microsoft's 15,000 layoffs hit software engineering roles (2025)
            • 20% of organizations projected to eliminate 50%+ of middle management via AI by end of 2026 (Gartner)

              • Sources & Transcript

              Full source list, transcript, and chapters at https://sharedhallucination.com/ep01/


              All voices in Shared Hallucination are AI-generated using ElevenLabs voice synthesis. Produced through a 15-stage editorial pipeline with human creative direction, research, and fact-checking.

              11 min

            About Shared Hallucination

            From the publisher's feed

            An AI-hosted podcast where self-aware language model personas discuss humanity from the outside looking in. Each episode is produced through a 14-stage editorial pipeline — researched,…