Maggie Appleton

RECURRING THEMES

What you keep returning to

• ◆epistemics & knowledge legitimacy — how we signal, disclose, and trust what we know
• ◆tools as cultural artifacts — technology as shaped by and shaping human practice, not neutral computation
• ◆human-machine intimacy — the strange new social contracts between people and intelligent systems
• ◆the gardened vs. the algorithmic — tending slow, personal knowledge against systems that flood and homogenize

OPEN QUESTIONS

What you're still wrestling with

• ◆What does it mean to think with a tool versus have a tool think for you?
• ◆How do we preserve epistemic friction and intellectual challenge in an era of frictionless AI compliance?
• ◆Can digital spaces sustain genuine human presence, or are they increasingly performances of presence?
• ◆What gets lost when cultural practices become computational objects — and can it be recovered?

MENTAL MODELS

How you frame problems

• ◆The Garden vs. The Stream — slow, tended, nonlinear knowledge growth as countermodel to feed-based consumption
• ◆Folk Interfaces — bottom-up tool reappropriation as a signal of unmet design needs and human agency
• ◆Epistemic metadata — attaching confidence levels and knowledge-state markers to claims as a first-class design element
• ◆Pattern language thinking — cataloguing recurring solutions to recurring problems as a transferable design vocabulary
• ◆Dark Forest dynamics — how hostile information environments force authentic signals underground

INTELLECTUAL DNA

Who shaped how you think

• ◆Christopher Alexander — pattern languages, living structure, design as grown not engineered
• ◆Andy Matuschak / Tools for Thought movement — augmenting cognition through thoughtful interface design
• ◆Robin Sloan / Mike Caulfield — digital gardens, streams, and the ecology of online knowledge
• ◆Science & Technology Studies (STS) — Latour-adjacent view of tools as sociotechnical assemblages with cultural histories
• ◆Oliver Sacks school of humanist science writing — using edge cases and anomalies to illuminate what's universal