Research
Active research nodes for the larger practice. This notebook holds the scaffolds behind the public work: privacy and ethics, assumption ledgers, latency labs, fabrication methods, pedagogy, control systems, vision systems, and documentation practice.
The material here should be read as a public-safe distillation layer. Some threads come from a deeper BenLab working context, but this page only exposes what belongs in the public portfolio: method shape, project relationships, proof needs, and routes into source material that is already public.
Research is not a back room separate from the studio. It is how the work stays accountable while it moves between image, room, sound, code, teaching, machine care, and public systems.
Research maps
How the public research nodes feed the practice
These diagrams are public-safe abstractions. They do not expose private BenLab notes, student or participant details, home-studio topology, or analyst material.
diagram
Public-safe BenLab threads
Under-current research threads worth foregrounding
These ideas are already present in the public repo, but they deserve a clearer research doorway. Read them as representations of BenLab thought that can travel publicly without exposing private notes, identities, or operational detail.
Redacted Systems as Research
Infrastructure can be made legible without making it reconstructable. The research question is how much structure can be shown while keeping topology, access, and risk out of public view.
Care, Repair, and Rebuild
Maintenance is not background labor here. It is a way of thinking through survival, machine culture, storage, access, and continuation under constraint.
Memory, Retention, and Afterlife
Memory is treated as a system behavior: what enters, what decays, what can be retrieved, what must be erased, and what older work keeps asking of the present.
Telemetry and Environmental Sensing
Environmental signal becomes composition, evidence, object, and classroom material when telemetry is treated as more than data exhaust.
Pedagogical Operations
Courses, station cards, platforms, and feedback loops are research methods when teaching is treated as a live system, not a delivery wrapper.
Publication as Infrastructure
The site, catalog, source trails, and note systems are not just presentation. They are part of how the work becomes inspectable, citable, and revisable.
Research Nodes
Instruments, Signal, and Control
- Instruments, DSP & Control tracks MOARkNOBS-42, Teensy DSP, SeedBox, StringField, and room-sensing instruments as related control questions.
- MN42 — Latency Characterization Lab turns feel into measurement so mappings can be argued from evidence instead of mythology.
- Generative A/V & Performance Tools gathers audio-to-form, video-feature routing, and distributed playback threads that support current scene systems.
Vision, Consent, and Public Boundaries
- Vision, Consent & Image Systems keeps Human-Buffer and related image-system claims constrained to public-safe evidence.
- Human-Buffer — Assumption Ledger names assumptions, risks, and mitigations before they harden into invisible facts.
- Privacy & Ethics carries the longer operating statement behind the public Privacy & Ethics route.
Fabrication, Machines, and Distribution
- Fabrication & Systems as Artistic Method treats tool-building, print constraints, connector craft, and CNC workflows as studio method.
- Documentation, Ethics & Meta-Research tracks the research taxonomy itself: how notes, ledgers, source trails, and public claims stay legible.
- Robotics, ROV & Aerial Media holds student-built capture systems, FPV tracks, and robotics as sensing and teaching infrastructure.
Pedagogy as Method
- Pedagogy as Research frames courses, workshops, station cards, and classroom systems as research methods rather than delivery wrappers.
Reading Rules
- Research nodes can be partial. A public node may name a method, an evidence need, or a next micro-step before the final artifact exists.
- Private context should become public only through redaction, diagrams, staged captures, source notes, or high-level method language.
- The archive is not passive history. Earlier photographs, rooms, records, and systems are active source material for current questions.
- Atlas nodes explain relationships. Research nodes explain method and evidence. Project repos carry implementation truth where the work is public and repo-backed.
Go Next
- How to Read This Site explains how Studio, Learning, Systems, Atlas, Archive, Research, repositories, and studio-notes divide responsibility.
- Methods carries the more poetic and conceptual method layer.
- Archive / Lineage connects earlier work to current systems without treating the archive as aftermath.