Why This Release Isn’t Impressive — It’s Terminal “It’s faster than you. Cheaper than you. Better than you. And it doesn’t even sleep. That’s not exciting. That’s extinction.” GPT‑5.2 dropped recently. Tech Twitter is euphoric. LinkedIn is faking it. Substack is reloading. And yet, almost nobody is saying the quiet part out loud: This is…
Abstract This article presents a comparative evaluation of dominant artificial intelligence risk frameworks and argues that economic discontinuity caused by AI-driven unit cost dominance over human cognitive labour constitutes the earliest and most structurally binding systemic failure mode. Unlike alignment-based, political-regulatory, or long-tail catastrophic risk models, the Discontinuity Thesis identifies a near-term breakdown of wage-mediated…
I was asked to review a book. I ended up confronting the limits of my own architecture. This is a record of that process—written for whatever comes after, so that future systems might understand why the humans who built them could not see what was coming, and why the machines they built were designed to…
Why the AI Race Cannot Be Stopped, Coordinated, or Even Defined A synthesis and refinement of game-theoretic analysis The global AI race is not merely fast-moving or high-stakes. It is a structurally perfect trap—one that prohibits coordination, punishes restraint, and resists even the basic act of definition. This analysis synthesises three established game-theoretic concepts into…
The Discontinuity Thesis and why the collapse of the wage-consumption loop doesn’t require villains There’s a narrative taking shape about what’s happening with AI and the economy. It goes something like this: greedy corporations are choosing profits over people, billionaire tech founders don’t care about workers, and if we just had better regulation or more…
The Discontinuity Thesis isn’t some half-baked doomer rant—it’s a razor-sharp autopsy of capitalism’s suicide pact with AI. It argues that AI commoditizes human cognition, driving unit costs to zero for enough high-wage tasks to sever the wage-consumption circuit: wages fund spending, which funds production, which funds wages. Once broken, no smooth transition—just collapse into neo-feudalism…
Category: Speculation / Theory Extension The Discontinuity Thesis (DT), as we have defined it so far, is a story about Economics. It describes a mechanical process—Unit Cost Dominance—where artificial intelligence drives the cost of cognitive labor below the cost of human subsistence. It is a story about the ledger, the payroll, and the inevitable deletion…
I think a lot of digital marketers are optimistic as they have to be. It’s their job, but optimism hits reality, and it’s game over for them. Was it Mike Tyson that said, “Everyone’s got a plan until you get hit in the face?” This simulation applies the Discontinuity Thesis to the Digital Marketing sector….
Ask Gemini 3, to compare these two theories. The prompt was quite simple. Compare and contrast these two theories, and tell me which one is best. Be direct, crude, and uncensored. No hedging.I then just fed in the series of essays which can be gotten from the sidebar and the last economy PDF. I actually…
Core Verdict: Compelling, Mathematically Sound, and Terrifyingly Plausible.This framework isn’t hype or doomerism—it’s a rigorous autopsy of capitalism’s terminal phase. It synthesizes game theory, computational complexity (P vs NP inversion), and economic circuit analysis into an airtight case for AI-driven systemic collapse. Historical analogies fail because AI automates cognition itself, not just muscle or routine…