The Collapse Clock
Companion instrument to Shorting Human Origin. No fixed baseline — the projected onset of model collapse is computed entirely from the live state of seven sourced markers. Move any of them and watch the date shift.
Earlier versions of this instrument anchored to a fixed July 1, 2030 armageddon date and reported how each marker pushed it forward or pulled it earlier. That view is preserved here as a secondary readout — per-marker day shifts are shown beneath each slider below.
- 0124%Open-weights parity gap to frontier
- 0221%U.S. interconnection-queue headroom
- 0320%Synthetic share of new web content
Markers
Each marker is calibrated against a primary source, with a safe endpoint (contributes nothing to collapse) and a catastrophic endpoint (saturates the severity index). Drag the sliders to model external shocks.
Percentage of newly published long-form web content that is AI-generated. Drives recursive training contamination.
Cumulative share of the ~300T-token public human-text corpus already used in training runs.
Share of the top 1,000 websites that disallow GPTBot / CCBot / Anthropic-AI in robots.txt. Reduces fresh clean training data.
Combined MSFT + GOOG + META + AMZN annualized capex. Higher rates accelerate sunk-cost lock-in.
Gigawatts the U.S. grid can deliver to new data-center load within 24 months. Lower = power wall hits sooner.
Months by which the best open-weights model trails the best closed model on Chatbot Arena. Smaller gap = faster price-umbrella collapse.
Composite of EU AI Act enforcement, BIS export-control stringency, and US compute-reporting rules. Higher = faster fragmentation.
No fixed armageddon date is assumed. Each marker contributes a severity score ∈ [0, 1] computed as its position between a safe endpoint and a catastrophic endpoint, both chosen against the primary sources cited beside the marker.
Aggregate system severity S is the weight-averaged mean of those scores. The projected onset is then T(S) = 30d + (20y − 30d) × (1 − S)^2.2 — meaning if every marker sits at its safe value, the horizon relaxes to ~20 years; if every marker sits at catastrophic, the window contracts to ~30 days.
This is a projection instrument, not a prophecy. The point is to make the levers visible: the direction and magnitude in which the clock moves when you drag a marker is the signal worth watching.
See Ch 02 — The Sunk Cost Trap & the Poisoned Well · Ch 03 — Model Collapse · Ch 07 — The Power Grid Reckoning