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 & attention22Polling14McLuhan & media theory11Canadian media5Prices & markets3AI-directed development2Drugs & public health2Health & self-care2Fewer 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.
51Another reports large B2C newsletters happily paying $3–$5 at scale, while some clients need under $1.25 to break even on day one.Content That Is the Ad: Buying Curious Attention in Late 2026, and the Stack Behind ItFigureADHD & attention$3–$5Sep
52Beehiiv lists a $1.63 average cost per subscriber for Boosts (early-access data) and a $50 minimum.Content That Is the Ad: Buying Curious Attention in Late 2026, and the Stack Behind ItFigureADHD & attention$1.63Sep
53A vendor analysis puts SparkLoop at $4–7, but with 35–45% first-30-day open rates versus 22–30% for Meta lead ads.Content That Is the Ad: Buying Curious Attention in Late 2026, and the Stack Behind ItFigureADHD & attention$4–7Sep
54Chris's "30% of scrollers have attention problems" should be restated.Content That Is the Ad: Buying Curious Attention in Late 2026, and the Stack Behind ItFigureADHD & attention30%Sep
55In Ipsos's May 2026 test (20 ads, 3,000 US consumers), only 25% could confidently tell which ads were AI-made, but 79% said companies should disclose AI use.Content That Is the Ad: Buying Curious Attention in Late 2026, and the Stack Behind ItFigureADHD & attention25%Sep
56In one study, 37% of incorrect solutions got Aha ratings higher than the average for correct ones (Danek & Wiley, 2017).Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOther37%Sep
57Stuyck, Cleeremans & Van den Bussche (2022, Cognition, N=106) gave people word puzzles under increasing working-memory load:Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOtherN=106Sep
58Laukkonen, Kaveladze, Tangen & Schooler (2020, Cognition), preregistered, n=300: statements accompanied by an anagram the participant had just solved got higher truth ratings even when false.Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOthern=300Sep
59Seventy participants tried to explain magic tricks and produced 1,778 solutions; 63.2% were incorrect.Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOther63.2%Sep
60Time pressure was the root cause of 40% of defects in a telecom case study (Leszak et al., 2000).Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOther40%Sep
61Expected defects rose 47.1% from the lowest to the highest time pressure (Cataldo, 2010).Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOther47.1%Sep
62In a longitudinal study, Besker, Martini & Bosch (2018, TechDebt '18) found that developers "waste, on average, 23% of their development time due to TD" and are frequently forced to introduce new debt because of debt that already exists.Correct but Not Yet Known: The Science of Treating a Fast Intuition as a Verified ConclusionFigureOther23%Sep
63Allcott, Gentzkow and Song estimate that 31% of social media use comes from self-control problems.Diagnosing the Feed: Why Scrolling Works, Why X Feels Like a Town Square, Where Content Turns Into Advertising, and How CANOPTICON Can Use All ThreeFigureADHD & attention31%Sep
64The chronological feed cut uncivil content on Facebook by 43%.Diagnosing the Feed: Why Scrolling Works, Why X Feels Like a Town Square, Where Content Turns Into Advertising, and How CANOPTICON Can Use All ThreeFigureADHD & attention43%Sep
65In a 2026 paper, Artiles et al. showed that when Claude Opus 4.7 was asked for novel-yet-feasible idea combinations, its ten most-used concepts appeared in 95.7% of outputs.Net-Casting: A Practice for Turning AI Research Into a Generative, Mind-Changing CraftFigureMcLuhan & media theory95.7%Sep
66Laukkonen, Kaveladze, Tangen and Schooler showed in a preregistered study ("The dark side of Eureka," Cognition, 2020) that an "Aha!" moment triggered by solving an unrelated anagram made false statements feel truer (n = 300, d =.629).Net-Casting: A Practice for Turning AI Research Into a Generative, Mind-Changing CraftFigureMcLuhan & media theoryn = 300Sep
67India's MGNREGA reached 51 million households in 2016.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds51 millionSep
68Canadian federal inmates already can be disciplined for refusing work, and they earn at most $6.90 a day.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds$6.90Sep
69It projects 11–16 million enrollees and costs of $378–$415 billion a year.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds11–16 millionSep
70INET Oxford reports that the Austrian government has since committed €50 million to extend the model.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds€50 millionSep
71The 2025 official evaluation by DARES and France's Haut-Commissariat à la Stratégie et au Plan found a +74 percentage-point causal effect on employment over 24 months.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds24 monthsSep
72It is a legal right to 100 days of unskilled paid work per rural household, and it reached 51 million households in 2016.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds100 daysSep
73It paid unemployed heads of household in exchange for up to 20 hours a week of community work, training, or subsidized private work, and it was administered through municipalities.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds20 hoursSep
74PES launched in October 2020 and has created more than 1.5 million work and livelihood opportunities.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds1.5 millionSep
75It paid around HUF 50,000 a month against a minimum wage of HUF 73,815, and between 2010 and 2016 it cost HUF 1,300 billion (€4.15 billion).A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds1,300 billionSep
76A van picked up panhandlers for a five-hour shift of city beautification, paid $9/hour (about $45) in cash the same day, and connected them to services.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds$9Sep
77Niskanen Center critics argue that a $15-plus-benefits US guarantee would impose a "massive" cost shock on low-wage employers.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds$15Sep
78France's roughly €12,000 net cost per job per year is the most credible Western benchmark.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds€12,000Sep
79Youth unemployment hit 14.2% in April 2026, per The Hub, and teen unemployment reached 20.2% in Q1 2026.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds14.2%Sep
80Officials say this cut eligible low-wage applications 70%.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds70%Sep
81It cut caps to 10% of an employer's workforce.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds10%Sep
82From July 2026, the low-wage threshold is 120% of median wage.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds120%Sep
83But ESDC notes that TFWP workers are about 1% of the workforce.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds1%Sep
84Pay under Commissioner's Directive 730 is $6.90/$6.35/$5.80/$5.25 a day across levels A–D.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds$6.90Sep
85The same OCI report puts take-home pay at "about 46 cents an hour" for the most common pay level after deductions, and notes the 1981 top rate of $7.55 a day equals $23.07 in today's dollars.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds$7.55Sep
86UNICOR (Federal Prison Industries) workers "typically earn between 23¢ to $1.15 per hour," according to the Federal Bureau of Prisons, which says only 8% of work-eligible inmates take part and about 25,000 are on the waiting list.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds$1.15Sep
87PREP, the Bureau of Prisons' 1990s study of more than 7,000 releases, found UNICOR workers 24% less likely to reoffend, plus better in-prison behaviour.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds24%Sep
88Bhuller, Dahl, Løken and Mogstad used random judge assignment and found that rehabilitation-focused prison cut reoffending by 29 percentage points over five years.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds29 percentage pointsSep
89After release, New York's Center for Employment Opportunities, a transitional work-crew program, cut recidivism 16–22% in an MDRC randomized trial.A Public "Accept-the-Offer" Work Platform: Does It Exist, and Is It Crazy?FigureAttention & feeds16–22%Sep
90The WHO/WMH surveys (Kazdin et al., 2024, Psychological Medicine; 13 countries) found that "the main patient-reported reason for discontinuation was feeling better (46.6%)" among people stopping antidepressants.When "Healed" Is the Treatment Working: The Stopping Mechanism in Maintenance-Dependent ConditionsFigureAttribution & credit46.6%Sep
91A whey study at 18% protein found "maximum turbidity and aggregate sizes occurred at the isoelectric point (pI 5.2) of whey proteins."Instant-Dissolving Whey for Hot Coffee: Where the Science and Manufacturing Stand (September 2026)FigureAttribution & credit18%Sep
92Hydrolysates generally turn bitter once more than about 8% of peptide bonds are broken.Instant-Dissolving Whey for Hot Coffee: Where the Science and Manufacturing Stand (September 2026)FigureAttribution & credit8%Sep
93Beshears, Lee, Milkman, Mislavsky & Wisdom (Management Science 2021, 67(7):4139–4171; N = 2,508 Google employees in buddy-pairs) paid people to exercise either at a fixed daily two-hour window (routine) or any time (flexible).Narrow the Goal or Broaden the Substitutes? The Neurobiology and Behavioral Science of Intention Specificity, Goal Substitution, and ADHD Exercise AdherenceFigureADHD & attentionN = 2,508Sep
94Its central weakness is administrative: verifying participation for an entire population is costly, and Atkinson estimated only ~1% would fail to qualify.Participation Income, Earned-Income Supplements, and Work-Sharing: A Policy Framework for CanadaFigurePrices & markets1%Sep
95The Canada Workers Benefit is a refundable tax credit that phases in at 27% of earnings above $3,000, reaches a 2025 maximum of $1,633 (singles) / $2,813 (families), then phases out at 15% above $26,855 (singles) / $30,639 (families).Participation Income, Earned-Income Supplements, and Work-Sharing: A Policy Framework for CanadaFigurePrices & markets27%Sep
96Managed or network sellers are the merchant of record and take a large cut: Paved Marketplace takes 30% from publishers, EthicalAds keeps 30%, and BuySellAds and Carbon are now largely managed services.Ancaster Self-Serve Buy Side: Teardown, Money Flow, Legal Guardrails and a 30/90-Day SpecFigureAttribution & credit30%Sep
97Passionfroot charges 5% on organic deals (paid by the brand), 15% on network deals and a 2% brand fee, and has put a paid advertiser tier on top.Ancaster Self-Serve Buy Side: Teardown, Money Flow, Legal Guardrails and a 30/90-Day SpecFigureAttribution & credit5%Sep
98Quad/Harris (April 2026): 39% of Americans trust AI agents with everyday purchases, and 75% would lose trust in AI shopping if results were sponsored.Ancaster, Pass Six: The Carried Recommendation, Pressure-TestedFigureAttribution & credit39%Sep
99Croud (August 2026): 69% are open to AI purchases without approving each transaction.Ancaster, Pass Six: The Carried Recommendation, Pressure-TestedFigureAttribution & credit69%Sep
100It passed 50M users in May 2024 (TechCrunch, May 22, 2024, which also cited Linktree's estimate that creators drive "upwards of $6 billion in annual [GMV]" through their Linktrees) and reported 70M+ by April 2025.Ancaster, Fourth Pass: Pressure-Testing "The Link Is the Ad" and Choosing One DirectionFigureAttribution & credit$6 billionSep