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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 development13Prices & markets12ADHD & attention11Canadian economy & policy11Housing8Drugs & public health7Economics5Canadian media3Habits & maintenance3Polling1Canadian politics & power1Fewer topics
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01Versioning documents that keep changing: git snapshots, the Darwin variorum, scholarly version rules, and the reasons only an author can recordSoftware can store every state of a changing document and work out the differences whenever asked. It cannot recover why a change was made or where a moved passage came from, and once an AI drafts the edits, that reason is the author's share of the work.ArticleAI-directed development57 quotes · 3 sources · 16 min19 Oct
02Where genuinely new findings come from, and which Canopticon questions are best placed to produce oneThe research that most reliably produces new knowledge out of existing material does one of three things. It joins pieces of evidence that already exist but sit in literatures that never cite each other (Swanson's fish oil and Raynaud's li…ResearchAI-directed development38k characters19 Oct
03Best-Before Dates, Soda and Canadian Food Prices: What the Rules Require, What Longer Dates Would Save, and What Is Driving Grocery PricesCanadian law does not require a best-before date on soda. Federal rules only require date labels on prepackaged foods that keep 90 days or less, so the one-year date on a 2L Pepsi is the manufacturer's own quality claim, not a regulation.…ResearchPrices & markets34k characters19 Oct
04Versioning a living research record: git, genetic criticism, and how scholarly publishing tracks changing textsGit is a good model for the mechanism Canopticon needs: dated snapshots, a message saying why each change was made, branches for trying alternatives, and merges. It is a poor model for the reader's view. Git compares files line by line, ha…ResearchAI-directed development36k characters19 Oct
05Designing social systems with AI instead of choosing left or right: AI-written tax and redistribution rules, Community Notes, and who sets the objectiveAI can now draft tax schedules, redistribution rules and compromise statements, and some of them win votes against the familiar ideological designs. Each one still needs someone to decide what counts as better, and outside the lab pricing software, engagement-driven feeds and pollsters' synthetic respondents are already making that decision.ArticleEconomics68 quotes · 4 sources · 15 min18 Oct
06Toronto's 2026 federal housing partnership: which of the 18 projects were already announced or under way, and why announced homes cannot be added upMost of the 5,605 homes Ottawa and Toronto announced in August 2026 were in projects the city had already announced or where site work had begun. Each government counts a building at the stage it pays for, so announced totals keep growing while Toronto's construction starts fall.ArticleHousing35 quotes · 3 sources · 15 min18 Oct
07Beyond "Which System Wins": Designing Social Systems with AI, and What the Evidence AllowsThe idea that the left-vs-right contest between capitalism, socialism, conservatism and liberalism can be replaced by designing systems is not new. Both sides of the century-old socialist calculation debate [4][8], and the cybernetic plann…ResearchEconomics40k characters18 Oct
08Why Self-Directed Tasks Stall While Imposed Work Gets Done: Open Loops, Prospective Memory, Effort Costs and the Self-Service MediumPeople who never miss a shift but cannot book a doctor's appointment or finish a form are not showing a character flaw. They are showing what happens when the job lends them an executive system (cues, sequence, time structure, deadlines, c…ResearchADHD & attention54k characters18 Oct
09Announced vs. Started: How Many of Toronto's Federally Announced Homes Were Already Coming?On August 5, 2026, Ottawa and the City of Toronto announced a partnership to "unlock" 18 projects with more than 5,600 rental homes [1]. A project-by-project check finds that 13 of the 18 projects, about 3,800 of the 5,605 homes (about 68%…ResearchOther27k characters18 Oct
10Are Federal Housing-Supply Programs Getting More Homes Built in the Greater Toronto Area?The federal supply programs launched since 2023 have not stopped the Greater Toronto Area's homebuilding from falling to multi-decade lows. Toronto CMA housing starts fell 31% in 2025, from 37,718 to 26,087 [3], and were down another 14% i…ResearchHousing38k characters18 Oct
11Portraiture 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
12How 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
13Paying to reach curious readers in 2026: ChatGPT ads, feed ads, paid newsletter recommendations, and the labelling rulesChatGPT now sells self-serve ads, but they cost about 3–8× more per impression than feed ads and are hard to measure, so the cheapest curious readers are still on Meta and Reddit. An ad can be the whole useful answer and still carry its label: the rules draw the line at fake people and hidden sponsors, not at ads that are worth reading.ArticleAttention & feeds66 quotes · 1 source · 11 min11 Oct
14How Canada's public-sector employees vote: the Canadian Election Study evidence, Ottawa's ridings, and the union endorsementsPublic-sector workers in Canada lean modestly left of private-sector workers, and most of that lean belongs to unionized professionals and managers. The city crews whose unions endorse the NDP vote much like their private-sector counterparts, and no released poll gives a party-by-party split to settle it.ArticleCanadian economy & policy49 quotes · 1 source · 11 min11 Oct
15Paying yourself to do your own tasks: what the incentive trials show, and whether an earn-back subscription could workFinancial incentives move behaviour while they run, and losses move people more than equal gains. Paying yourself a wage from your own pocket removes most of what the trials rely on; a subscription you earn back by doing the work is a loss-framed stake, and the research rates it the version most likely to work. Nobody has tested it.ArticleADHD & attention37 quotes · 1 source · 8 min10 Oct
16Canadian recessions and the mortgage channel: rate decisions, CMHC, and five decades of housing-led downturnsEvery major Canadian downturn since 1980 carries a monetary-policy fingerprint, and housing is how the decision reaches people. The clearest case is 1990, where the campaign overshot its own target and Toronto prices did not pass their 1989 peak until 2002.ArticleHousing61 quotes · 1 source · 10 min10 Oct
17Temporary foreign workers and Canadian innovation: what the automation evidence shows, and the study nobody has runThe research that says immigration drives innovation studies points-selected skilled migration. Canada's intake since 2016 has been mostly temporary and low-wage, and the causal work on cheap labour runs the other way — a 1% rise in low-skill wages lifts automation patenting 2–5%. The Canadian version of that study has never been done.ArticleCanadian economy & policy57 quotes · 1 source · 11 min10 Oct
18Whey protein in hot black coffee: why it curdles, what the heat-stable versions cost, and what is comingCollagen disappears into a hot cup; whey turns it into pale lumps that smell of sulfur. Coffee's acidity sits almost exactly where whey is least stable, and it is served above the temperature that unfolds the protein. The heat-stable ingredients that exist solve it by cutting the protein up, which makes it bitter.ArticleHealth & self-care49 quotes · 1 source · 11 min10 Oct
19Bill C-11 and Canadian creators in 2026: what the CRTC has actually imposed, and what is still a predictionCreators were told the Online Streaming Act would cost them their foreign audiences by teaching recommendation systems that Canadian videos go unwatched. Three years after royal assent the regulator has imposed no discoverability requirement on anyone, the money is stayed by a court, and no study has measured the harm.ArticleCanadian media42 quotes · 1 source · 9 min10 Oct
20Topping up low wages in Canada: the Canada Workers Benefit, employer capture, and the workers who never fileCanada already runs the alternative to a basic income — a refundable credit that tops up low earnings automatically. Two things decide whether it works: employers absorb part of any wage subsidy where no floor exists, and about 9% of eligible earners never file a return.ArticleEconomics46 quotes · 1 source · 9 min10 Oct
21How YouTube, Instagram and TikTok rank video in 2026: satisfaction signals, AI content understanding, and penalties for repostingRecommendation feeds have stopped scoring behaviour alone. A language model now watches the content and judges it — better than the crowd-sourced raters it replaced — while reposting is penalised in the ranking itself. Much of what creators are taught describes the system of a decade ago.ArticleAttention & feeds43 quotes · 1 source · 8 min10 Oct
22Measuring the economy with new instruments: scraped prices, card-spending trackers and satellite imageryFour old arguments explain why an economy resists being computed, and none of them have gone away. What computation did change is measurement — scraped prices, card records and satellite images that report what is happening weeks before the official numbers do.ArticlePrices & markets57 quotes · 1 source · 9 min10 Oct
23Immigrants, temporary residents and Canada's job growth since 2020: what the Labour Force Survey can and cannot showNearly all of Canada's post-pandemic job growth went to immigrants and temporary residents. But no Canadian government table publishes that split the way the American one does — every version of the figure is built by hand from an annual series that undercounts the very group it counts.ArticleCanadian economy & policy36 quotes · 1 source · 7 min10 Oct
24Missed workouts and broken streaks: how fast strength, mood and habit actually decayTwo weeks away from the gym costs almost nothing in muscle — strength holds and the body keeps a record that makes the regain fast. What drains in that time is mood, dopamine tone and the automatic habit, which is exactly what restarting runs on.ArticleADHD & attention57 quotes · 1 source · 10 min10 Oct
25Alcohol blackouts: how ethanol blocks memory formation, and why drinking speed decides itIn an alcohol blackout the drinker is awake, talking and deciding, while the brain's ability to save the night is chemically held shut. Nothing comes back afterwards because nothing was stored — and how fast the drinking goes decides whether it happens at all.ArticleHealth & self-care39 quotes · 1 source · 9 min10 Oct
26Fred Hutch's HSV gene therapy in 2026: mouse and guinea-pig results, no human trial, and the antivirals arriving firstA gene therapy clears up to 97% of dormant herpes in mice. In the animal that relapses the way people do it clears above 30%, nobody has filed to test it in a person, and the drugs arriving first suppress the virus rather than remove it.ArticleDrugs & public health20 quotes · 1 source · 6 min10 Oct
27Job guarantees in Austria, France and India: employment effects, cost per job, and the designs that trap peopleA job for anyone who wants one sounds utopian. It has been tried — in an Austrian town, in 83 French territories and across rural India. It works, it costs money, and the design decides whether it is a springboard or a trap.ArticleEconomics49 quotes · 1 source · 8 min10 Oct
28Language models and idea diversity: homogenisation within a session, across users, and between companiesAsk a language model for something new and it pulls toward what everyone else would say — across companies, over long sessions, and across everyone using it. Real novelty has a shape the models do not reach for on their own.ArticleAI-directed development39 quotes · 1 source · 7 min10 Oct
29Opioid deaths and overdose calls in Hamilton: why the two counts moved in opposite directionsHamilton's opioid deaths have fallen every year since 2021, while paramedic calls for overdoses more than doubled. The death count is measuring a drug supply that no longer exists.ArticleDrugs & public health45 quotes · 2 sources · 7 min10 Oct
30Canada's short-term rental rules: supply, prices, and the mid-term rental tier that never formedShort-term rentals add flexible supply, and competition lowers prices. Canadian cities banned them anyway — and cut off a tier between a hotel and a lease just as it was forming.ArticleHousing24 quotes · 2 sources · 5 min10 Oct
31Canada's short-term rental bans and rents: what returned to the long-term market, and what actually moved pricesCanadian cities restricted short-term rentals to bring homes back to renters. Few came back, rents fell for other reasons, and the bans squeezed a new kind of housing that sits between a hotel and a lease.ArticleHousing41 quotes · 2 sources · 7 min10 Oct
32The visual detourThe internet from about 1990 to 2022 as a fifty-year swing back toward print — screens of text and keyboards — inside the longer return to speech that McLuhan predicted, now ending as voice interfaces take over.ConceptMcLuhan & media theoryName check pending10 Oct
33Where does speaking start to beat typing?There is no established academic literature using the specific term "friction threshold" for voice.Open problemMcLuhan & media theoryOpen10 Oct
34Does naming a feeling work the way McLuhan said language works?Based on this search pass: no published work explicitly bridges McLuhan's medium-of-media theory of language to either Lieberman's affect-labeling neuroscience or Barkley/Vygotsky inner-speech theory.Open problemMcLuhan & media theoryOpen10 Oct
35Can the tetrad forecast what AI turns into?The tetrad has been little applied to the major artifacts of the present: large language models, recommender systems, the smartphone-plus-app stack, cryptocurrency, the cloud, augmented reality.Open problemMcLuhan & media theoryOpen10 Oct
36Would a legal tier between a hotel and a lease lower rents?There is no public Hamilton-specific data on the MTR share of its 1,250 units, but the broader Canadian pattern would suggest the market was structurally changing — not just returning to its 2019 form.Open problemHousingOpen10 Oct
37Do firms that rely on temporary workers innovate less?There is no published study directly comparing innovation output between TFW-heavy and TFW-light Canadian firms or industries.Open problemCanadian economy & policyOpen10 Oct
38How do public-sector workers vote, party by party?There is, however, no publicly released Canadian poll that breaks down decided‑voter support by employment sector with the kind of "X% Liberal / Y% Conservative / Z% NDP" topline that exists for, say, gender or age.Open problemPollingOpen10 Oct
39What happens to the buildings Canada pays for abroad?There is no separate, transparent disclosure of how Canada's foreign-built assets are treated in current public reporting — this is a gap.Open problemCanadian economy & policyOpen10 Oct
40Does the journalism tax credit change what outlets say?No publicly available study has yet attempted a quantitative content analysis correlating outlet-level CJLTC dollars and editorial tone.Open problemCanadian mediaOpen10 Oct
41Why people keep scrolling: habit, infinite feeds, and the evidence against the dopamine explanationThe best evidence says people keep scrolling because of habit and a feed that never ends — not because of a dopamine jackpot. And engagement-ranked feeds keep showing people what they say they do not want.ArticleAttention & feeds38 quotes · 1 source · 8 min9 Oct
42Unverified hunches in AI-assisted software work: the certainty handoff and one-sided memoryA hunch that feels right gets handed to a collaborator as if it had been checked. When the collaborator is an AI that starts every session blank, nobody checks it at all.ArticleAI-directed development49 quotes · 2 sources · 10 min9 Oct
43Does a daily digest beat an endless feed?No peer-reviewed study I found directly tests a daily digest.Open problemAttention & feedsOpen9 Oct
44Does toe spacing predict skin that keeps cracking?I found no study directly measuring toe-spacing anatomy as a predictor of recurrent interdigital xerosis.Open problemHealth & self-careOpen9 Oct
45Can compounds from HIV cure research wake latent herpes?PKC-agonist plant diterpenes are the most promising untested transfer from HIV cure research.Open problemHealth & self-careOpen9 Oct
46Did the text-internet generation think differently from the video one?No study compares a typographic-internet cohort with a video-internet cohort.Open problemMcLuhan & media theoryOpen9 Oct
47Does better proof make advertisers pay more?I found no published evidence that newsletter advertisers pay more or rebook more with better proof.Open problemAttribution & creditOpen9 Oct
48Do “save for later” flows work for creator links?I found no published study of save-for-later, send-to-device or reminder flows for creator-referred traffic.Open problemAttribution & creditOpen9 Oct
49Do AI-voiced ad reads work as well as human ones?I found no rigorous public evidence that synthetic host-reads perform as well as human reads.Open problemAttribution & creditOpen9 Oct
50Does a creator’s recommendation change what an AI agent recommends?I found no controlled study isolating a creator's recommendation as the cause of an agent recommendation.Open problemAI-directed developmentOpen9 Oct