Solution methods are the most volatile layer of any…

April 7, 2026

Continues Problem formulation is the irreducibly human act: a machine can propose…

Solution methods are the most volatile layer of any practice. Treating yesterday’s method as today’s default is a compounding tax — the discipline is in perpetually replacing your tools.

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Zero-Effort Blogging I've been thinking about problem journals — a record of problems solved, classified by type, method, and outcome. The idea is that problems outlive every tool built to address them. Solution methods are volatile; problem structures are durable. A log of what you solved and how is both a reflective instrument and an economic signal — the ability to reliably solve a recognized class of problems is a tradeable asset. →

A record of problems solved — class of problem, method applied, outcome — is both a reflective instrument and an economic signal. The ability to reliably solve a recognized class of problems is a tradeable asset. →

Writing & Thinking

2041161600103801063 — problems outlast tools; problem structures are the durable object of study

2041162396941832642 — selection criterion: not "is this interesting?" but "what problem does this solve?"

2041407270291153388 — problem formulation is irreducibly human; responsibility requires skin in the game

2041407424922562636 — solution methods are the most volatile layer; replace them perpetually

2041407557726867556 — a problem journal is both a reflective tool and a tradeable economic asset

2041783918085714125 — learning is not collecting information; it's integrating it into your worldview

2041786300714606600 — learning is two simultaneous acts: extracting and integrating

2041784038571307023 — explaining your position to an opponent clarifies it faster than explaining to yourself

2041784174298984697 — responding before formulating teaches you what you actually believe

2041784653976367268 — a complex question paralyzes; a simple one creates entry point and momentum

2041784803612356890 — once momentum is there, depth follows naturally

2041784925687566493 — a fast read is not a replacement for a deep one; it's triage

2041771208736465155 — you can read a text or read yourself reading it; second produces self-knowledge

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