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shubz@orion~/writing%cat ./README.md# essays · notes · ideaslast updated· 4 jun 2026

An essay garden, growing slowly.

Thinking on the projects I actually built. Some pieces are finished; some are still arguing with themselves.

with lots of
interactive diagrams,
obviously.
shubz@orion~/home%grep -l 'all' *.mdx# 13 of 13
shubz@orion~/home%cat ./featured.md# bluedot-unit1

§02Featured

no.01 · ai strategy & policy

A unit on bending the curve

Who shapes artificial intelligence and what 'shape' means.

22 min read↗ read
A unit on bending the curve
shubz@orion~/home%ls ./essays/# 13 listed

§03All essays

  1. What every reading takes for grantedSix assumptions the AGI Strategy readings share, that almost none of them defends.no.02 · ai strategy & policy · 18m
    ai
    ↗ read
  2. The same word, five meaningsHow most AI debates dissolve once you say whose dictionary you're using.no.03 · ai strategy & policy · 14m
    ai
    ↗ read
  3. The civilisation frameFour readings, four ideologies, one quietly shared unit of analysis.no.04 · ai strategy & policy · 16m
    ai
    ↗ read
  4. Tracing a kill chain through the courseOne concrete failure story walked backwards through all five units.no.05 · ai strategy & policy · 20m
    ai
    ↗ read
  5. Two colours and a HadamardZX-calculus as a way of picturing — and actually proving things about — quantum circuits.no.06 · quantum computation · 11m
    Thumbnail for Two colours and a Hadamard
    ↗ read
  6. JAYA, improvedImproving a parameter-free optimiser with a fitness trade-off and elitism.no.07 · optimisation & bioinformatics · 12m
    Thumbnail for JAYA, improved
    ↗ read
  7. Pricing the next scarfFive-source forecasting and an LMSR prediction market on fashion micro-trends.no.08 · forecasting & markets · 9m
    Thumbnail for Pricing the next scarf
    ↗ read
  8. Positive by how muchFour automated methods replicating a pathologist's threshold on immune cell data.no.09 · computational biology · 9m
    Thumbnail for Positive by how much
    ↗ read
  9. Cells that can't existA standard clustering algorithm, plus nine immunology constraints.no.10 · computational biology · 10m
    computational
    ↗ read
  10. Six engines for one songbookFive base models plus an ensemble on Taylor's full catalogue.no.11 · recommendation · 7m
    recommendation
    ↗ read
  11. Turing's last equation · June '26How diffusion, usually a smoothing force, can write a pattern from nothing.no.12 · mathematical biology · 8m
    mathematical
    ↗ read
  12. Predator and prey, on a closed loop · May '26The May figure: Lotka–Volterra, drawn for Robert May.no.13 · mathematical ecology · 4m
    mathematical
    ↗ read
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