Library
Everything in one place. Articles argue from the research; papers are longer original work; research documents are kept whole; concepts and open problems are what the research turned up.
All topics187McLuhan & media theory42Attribution & credit26Health & self-care15Video & design14Attention & feeds14AI-directed development13+10 more topics
Open the Video & design topic page14 itemsAdded
01Portraiture as a research method: Sara Lawrence-Lightfoot's "painting with words", how it differs from ethnography, and the case against itPortraiture puts the researcher's own judgement at the centre of a study and measures success by whether readers recognise the truth of the portrait, not by whether anyone could repeat it. Its sharpest critic says that leaves no way to check the portraitist; its founder's answer is that a visible self demands more discipline, not less.ArticleVideo & design48 quotes · 1 source · 9 min11 Oct
02How investigative YouTube video essays are built: the cold open, the late turn to meaning, and the channels that borrow the form without the evidenceThe strongest forensic video essays open on an artifact, walk through evidence in the order a viewer would experience it, and say what it all means only late in the video. That delayed turn is what persuades, which is why the same structure works just as well for channels whose evidence does not hold up.ArticleVideo & design46 quotes · 1 source · 9 min11 Oct
03Can sound carry the story in a data documentary?Nobody has shipped a linear documentary that treats sonification as a first-class, frame-synced narrative device (as opposed to accessibility add-on or standalone art).Open problemVideo & designOpen9 Oct
04The Aldershot Product Bible — v1.0 (September 2026)Aldershot should win by being the one AI video editor that is predictable on price, honest about what it did, and better the longer you use it.ResearchBuild briefVideo & design34 figures · 239 sourcesSep
05Aldershot: A Delegation-First AI Video Editor — Product Concept DossierBuild Aldershot as a "brief-to-cut" delegation engine, not a better timeline.ResearchBuild briefVideo & design23 figures · 76 sourcesSep
06ALDERSHOT: How It Works, Moment to Moment — A "How It Works" DossierThe core feel never changes; only the number of doors that open changes.ResearchBuild briefVideo & design7 figures · 80 sourcesSep
07The Creative-Layer Dossier for ALDERSHOT: Montage, the "Device Object," and the Sourcing EngineWrite-A-Video, SKALD, ESA), match-cut discovery (Netflix's WACV 2023 system), shot-type classification (MovieShots/SGNet), aesthetic scoring (LAION), and multimodal retrieval (Twelve Labs Marengo, CLIP/SigLIP).ResearchBuild briefVideo & design25 figures · 63 sourcesSep
08ALDERSHOT — Vision & Possibilities DossierEditing is shifting from manual timeline manipulation to natural-language direction; agentic editors (ChatCut, Descript's Underlord) already exist, but all of them keep a timeline as the ground truth.ResearchBuild briefVideo & design13 figures · 40 sourcesSep
09ALDERSHOT — Build Blueprint, Competitive Landscape & Product/UX DesignBuild it as a "script-is-the-timeline" agentic documentary engine, not another NLE.ResearchBuild briefVideo & design2 figures · 42 sourcesSep
10Design Brief: The Build Surface for Aldershot — "The Draft Room"A surface where a video essay gets built — from a bare thesis to a structured, sourced, piece-by-piece argument — before (or alongside) Editor X.ResearchBuild briefVideo & design2 figures · 45 sourcesSep
11ALDERSHOT: A Ground-Up Blueprint for an Agentic Documentary & Video-Essay EngineSTORM-style multi-perspective research + Dramatron/Re3/DOC hierarchical drafting + evaluator-optimizer critique loops), NOT the footage-matching layer.ResearchBuild briefVideo & design22 figures · 21 sourcesSep
12CANOPTICON: A Cloudflare-Native Pipeline for Automated, Filmmaker-Grade Daily News ShortsRemotion) must run in Cloudflare Containers (max standard-4 = 4 vCPU / 12 GiB, CPU-only, no GPU), and your distinctive narrator voice should come from ElevenLabs, not Workers AI.ResearchVideo & design2 figures · 1 sourcesSep
13Code-Generated Animation for Automated Documentary: Frameworks, Visual Vocabularies & a Cloudflare-Native Build PlanBuild the primary visual layer in Remotion (React) and render it as chunked, parallel jobs on a Cloudflare-native stack (Workers + Durable Objects + Queues + Containers + R2), reserving Manim/GLSL/Three.ResearchVideo & design7 sourcesSep
14The Documentary Voice: A Specification for Investigative/Forensic Production TypeThis report extracts operational guidelines for a "documentary" production type to sit alongside (and orthogonal to) the existing "video essay" type.ResearchDossierVideo & design58k characters22 Jul