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 topics281Attention & feeds72Attribution & credit37Canadian economy & policy36Video & design32Canadian politics & power31ADHD & attention22+7 more topics
281 itemsFigure
Every number the research reported. Figures taken from the summaries and findings of the documents, with the sentence each one came in. The document it links to carries the source.
151Email platforms (Kit, beehiiv) handle lists and paid newsletter-to-newsletter recommendations; beehiiv's Boosts FAQ states "we apply a 20% fee" to cover facilitation, operations and Stripe transaction fees.The Publisher Funnel: Turning a Creator's Affiliate Links into Creator-Owned Funnels — Eighth Research Pass for AncasterFigureAttention & feeds20%Sep
152Imagescape cut a form from 11 fields to 4 and saw a 120% conversion lift, but that case study dates from 2007–2008.The Publisher Funnel: Turning a Creator's Affiliate Links into Creator-Owned Funnels — Eighth Research Pass for AncasterFigureAttention & feeds120%Sep
153Rewardful, Tolt, FirstPromoter, Refgrow, Affonso and PromoteKit all charge a flat subscription with 0% transaction fees, most for $19–$99/month.Ancaster Pass 11: The Indie SaaS Advertiser Side — Buyer Reality, Tools, Pricing and the CascadeFigureAttention & feeds0%Sep
154In Rewardful's analysis of 250 of its top programs, the 40.8% with under $100k in annual affiliate revenue averaged 393 referred conversions a year.Ancaster Pass 11: The Indie SaaS Advertiser Side — Buyer Reality, Tools, Pricing and the CascadeFigureAttention & feeds40.8%Sep
155Lemon Squeezy charges merchants a 3% fee per affiliate-referred order and handles payouts.Ancaster Pass 11: The Indie SaaS Advertiser Side — Buyer Reality, Tools, Pricing and the CascadeFigureAttention & feeds3%Sep
156EthicalAds has a $1,000 minimum buy (CPM).Ancaster Pass 11: The Indie SaaS Advertiser Side — Buyer Reality, Tools, Pricing and the CascadeFigureAttention & feeds$1,000Sep
157Murch's In the Blink of an Eye ranks six criteria for any cut, and crucially assigns weights: emotion (51%), story (23%), rhythm (10%), eye-trace (7%), planarity/2-D (5%), spatial continuity (4%).The Creative-Layer Dossier for ALDERSHOT: Montage, the "Device Object," and the Sourcing EngineFigureVideo & design51%Sep
158A user study further validates our approach, with 45% of participants favoring SKALD-assembled videos, compared to 22% preferring text-based assembly methods" — where the 22% baseline is specifically CLIP4Clip.The Creative-Layer Dossier for ALDERSHOT: Montage, the "Device Object," and the Sourcing EngineFigureVideo & design45%Sep
159Beat detection is quoted at 97–99% accuracy for clear-rhythm genres (pop/rock/EDM/hip-hop), dropping to 90–95% for jazz/classical/irregular meters.The Creative-Layer Dossier for ALDERSHOT: Montage, the "Device Object," and the Sourcing EngineFigureVideo & design97–99%Sep
160Twelve Labs Marengo (2.7/3.0) generates video-native embeddings for semantic search "by what's actually in it, not metadata someone typed," with a quoted "180x run time indexing" (10,000 hours in <1 hour).The Creative-Layer Dossier for ALDERSHOT: Montage, the "Device Object," and the Sourcing EngineFigureVideo & design180xSep
161Approximately 60% of the completed films are in the public domain," under CC Public Domain Dedication on each film's detail page — but "public domain materials may occasionally incorporate copyrighted elements"); Wikimedia Commons.The Creative-Layer Dossier for ALDERSHOT: Montage, the "Device Object," and the Sourcing EngineFigureVideo & design60%Sep
162Scraped estimates are unreliable: a May 2025 test by The Podcast Host found Rephonic's download estimates averaged 51.6% accuracy across 14 shows.Ancaster Publisher Profile: Build It From Public Signals, Verify It With OAuth, Sell It as a Signed Audience Card (Research Pass 19, September 2026)FigureAttribution & credit51.6%Sep
163MrBeast's ViewStats launched Vyro on October 14, 2025, paying clippers "$3 per 1,000 views" across TikTok, Reels and Shorts with hourly payouts (early partners MrBeast and Mark Rober; per-clip payouts capped near $1,000).ALDERSHOT — Vision & Possibilities DossierFigureVideo & design$3Sep
164Twitch fell from ~70% to 54% of gaming hours in ~18 months; Kick hit ~11% (95/5 creator split) and 100M users by April 2026; YouTube leads all-content live at ~47-49%.ALDERSHOT — Vision & Possibilities DossierFigureVideo & design70% to 54%Sep
165Quickture (~$499/mo, demoed at Avid's booth) analyzes/transcribes footage and builds rough cuts from a discussion.ALDERSHOT — Build Blueprint, Competitive Landscape & Product/UX DesignFigureVideo & design$499Sep
166MediaRecorder is the simplest capture path but encodes in real time (a 5-minute take costs 5 minutes wall-clock), offers limited codecs (no HEVC/AV1), and can drift a few ms over long takes.ALDERSHOT — Build Blueprint, Competitive Landscape & Product/UX DesignFigureVideo & design5 minutesSep
167Billing began Aug 20, 2025: the paid tier includes 10 browser-hours/mo, then about $0.09/browser-hour + $2.00 per concurrent browser above the included amount; the free plan is capped at ~10 min/day (429 error beyond).ALDERSHOT — Build Blueprint, Competitive Landscape & Product/UX DesignFigureVideo & design$0.09Sep
168Cloudflare Containers (native FFmpeg): Workers Paid ($5/mo) required; billed per 10ms active; memory $0.0000025/GiB-s (25 GiB-s included); up to 4 GiB RAM + ~0.5 vCPU per instance at launch; scales to zero.ALDERSHOT — Build Blueprint, Competitive Landscape & Product/UX DesignFigureVideo & design$5Sep
169Per-video AI cost can be driven under ~$1–3 with model routing, prompt caching (90% discount on cached reads), and Cloudflare Workers AI for bulk STT/embeddings.ALDERSHOT: A Ground-Up Blueprint for an Agentic Documentary & Video-Essay EngineFigureVideo & design$1–3Sep
170The PBO's HFD, correcting for survey under-coverage of the rich via Pareto interpolation against Forbes/Maclean's lists, finds the top 1% holds 23.8% (2023) — a 12.8-percentage-point gap.Decision Report: Which Economic-Data Instrument CANOPTICON Should Build FirstFigureAttribution & credit1%Sep
171Minister Champagne's own announcement noted the database "will take more than a year to be substantially complete." Only ~14.5% of Canadian private companies are federally incorporated.Decision Report: Which Economic-Data Instrument CANOPTICON Should Build FirstFigureAttribution & credit14.5%Sep
172Cloudflare can run ~80% of this natively; video encode is the one piece that needs Containers.CANOPTICON: A Cloudflare-Native Pipeline for Automated, Filmmaker-Grade Daily News ShortsFigureVideo & design80%Sep
173Responsive/adaptive visualization has a fresh academic foundation — Schöttler et al.'s constraint-based breakpoints (IEEE TVCG, vol. 31 no. 9, pp. 4593–4604) show how to make visualizations adapt to data volume, not just screen size.Eight Innovative Animation & Visualization Ideas for Code-First Documentary ProductionFigureAI-directed development9, ppSep
174In guinea pigs (natural recurrence model), latent HSV was reduced >30%, with fewer recurrences and 50% lower severity.The State of HSV Gene-Therapy Development: Fred Hutch's Meganuclease Program and the Broader Herpes-Cure PipelineFigureDrugs & public health30%Sep
175Because ~90% is not 100%, residual latent genomes could in principle reactivate; re-infection from a new exposure also remains possible.The State of HSV Gene-Therapy Development: Fred Hutch's Meganuclease Program and the Broader Herpes-Cure PipelineFigureDrugs & public health90%Sep
176Before the mid-19th century, most retail buying in America was done by haggling; merchants intentionally withheld a fixed price (if a merchant thought he could get $10 for an axe, he would not let you see a $7 price).Price Without Discovery: From the Signal to the InstructionFigureMcLuhan & media theory$10Sep
177The dynamic-pricing/yield-management software market was roughly $5.2B in 2024, projected toward ~$10.8B by 2034 (multiple market-research estimates).Price Without Discovery: From the Signal to the InstructionFigureMcLuhan & media theory$5.2BSep
178CAPREIT (about 45,400 Canadian suites, ~$14.5B in assets as of March 2026) and Starlight (about 66,000 units) are the largest.Price Without Discovery: From the Signal to the InstructionFigureMcLuhan & media theory$14.5BSep
179A community implementation estimates roughly $0.01–0.05 per render for a 30-second video.Code-Generated Animation for Automated Documentary: Frameworks, Visual Vocabularies & a Cloudflare-Native Build PlanFigureVideo & design$0.01–0.05Sep
180The strongest human senolytic skin datapoint is from the Hickson 2019 D+Q pilot, where epidermal p16⁺ cells fell ~20% — but no oral senolytic has ever shown a wrinkle or elasticity benefit in a human RCT.Speculative & Emerging Oral Compounds for Skin Aging — Mechanism-First Tier Report (Pass 1)FigureHealth & self-care20%Sep
181A few compounds have genuine, recent, oral human skin RCTs: Centella asiatica (oral, Korean women, 12 weeks), Astragalus+Centella saponins (oral, 12 weeks), and sea buckthorn omega-7.Speculative & Emerging Oral Compounds for Skin Aging — Mechanism-First Tier Report (Pass 1)FigureHealth & self-care12 weeksSep
182Mark Perry's "Chart of the Century" shows that from 2000–2024, US prices for TVs, toys, software, and clothing fell while hospital services, college tuition, and childcare rose far faster than the ~90% overall CPI rise.The Price Frontier: From Discovery to Administration — A CANOPTICON Research BriefFigureMcLuhan & media theory90%Sep
183ProPublica's signature finding: Musk, Bezos and Buffett's combined wealth rose $137 billion from 2014-2018 while their taxable AGI totaled $5.7 billion — 4% of the gain.The "Release Valve" Hypothesis: A Forensic Map of Wealth-Concentration Mechanics and the Design Space for Keeping Capital CirculatingFigureAttribution & credit$137 billionSep
184Roughly 30% of the rise in net household debt owed by the bottom 90% (1982-2007) was financed by the top 1%.The "Release Valve" Hypothesis: A Forensic Map of Wealth-Concentration Mechanics and the Design Space for Keeping Capital CirculatingFigureAttribution & credit30%Sep
185The Financial Times found that in 2024, for the first time in nearly 120 years of records (ParlGov database), every governing party in a developed country lost vote share.Adversarial Stress-Test of the "Class-Consensus Financial Architecture" ThesisFigureCanadian politics & power120 years22 Jul
186Pew Research's 34-country survey found a median of 64% of adults rated their national economy as "in bad shape," and in France, Japan, South Africa, South Korea, and the UK, more than 70% said this.Adversarial Stress-Test of the "Class-Consensus Financial Architecture" ThesisFigureCanadian politics & power64%22 Jul
187The €64M is a Canadian Department of National Defence (DND) outlay under Operation REASSURANCE.Canada's €64M "Investment" in Latvian Military Infrastructure: Fact-CheckFigureCanadian economy & policy€64M22 Jul
188The €64M is one tranche of more than €315M Canada has committed since 2017 as framework nation of the NATO Multinational Brigade Latvia.Canada's €64M "Investment" in Latvian Military Infrastructure: Fact-CheckFigureCanadian economy & policy€64M22 Jul
189On 19 May 2026 in Riga, foundation stones were laid for two construction projects worth a combined €64 million (roughly $95M CAD / $70M USD at current rates):Canada's €64M "Investment" in Latvian Military Infrastructure: Fact-CheckFigureCanadian economy & policy€64 million22 Jul
190Howe's Skuterud), and shows that of roughly +1.7 million net jobs added in Canada from 2019 to 2024, the vast majority (>90%) were filled by landed immigrants plus NPRs, with Canadian-born employment up only modestly.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy1.7 million22 Jul
191StatsCan reports that immigration contributed 79.9% of Canadian labour-force growth from 2016 to 2021 — and that share rose further through 2022–2024 once NPR inflows are included.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy79.9%22 Jul
192From 2020 to 2022, the core-aged (25–54) employment rate rose 8.1 pp among recent immigrants vs. 4.4 pp among Canadian-born.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy8.1 pp22 Jul
193Adding NPRs lifts the total foreign-born share above 30% by 2024.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy30%22 Jul
194Rose by only roughly +100K to +200K at most — and on a per-capita basis, the Canadian-born employment rate actually declined since 2016 by 2.0 percentage points.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy2.0 percentage points22 Jul
195Combined foreign-born share of net new jobs: on the order of 90–100%+ — i.e., the Canadian equivalent statement is "essentially all of Canada's net post-COVID job growth went to immigrants and temporary residents."The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy90–100%22 Jul
196Howe (Skuterud, 2024) has documented that the LFS undercounts NPRs by roughly 3–4 percentage points of the 15+ population, meaning the official numbers likely understate the foreign-born contribution.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy3–4 percentage points22 Jul
197The foreign-born share of employment was approaching ~33% by late 2024 (immigrants ~29% + NPR employees ~4%).The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy33%22 Jul
198This is roughly double the US foreign-born employment share (~19%) — Canada has the highest foreign-born share of the labour force in the G7.The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy19%22 Jul
199Total employment was essentially flat through most of 2025: only +27,000 net jobs from Jan–Jul 2025; unemployment rose to 7.1% in September (highest since 2016 ex-pandemic).The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy7.1%22 Jul
200NPR population fell from 3.149M (Q4 2024) → 2.848M (Q4 2025) — a record-fast contraction; Q1 2025 alone saw 209,400 NPR departures (+54% YoY).The Canadian Equivalent of the "9-of-10 Jobs to Foreign-Born" Claim: A StatsCan-Based Reality CheckFigureCanadian economy & policy54%22 Jul