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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.

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72 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.
51Bhuller, 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
52After 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
53Speed is the only page-level lever with large-sample evidence; Deloitte's Google-commissioned study found a 0.1s mobile speedup went with +8.4% retail conversions.Ancaster Interstitial Standard v1: Interactive Pages, Partner-Powered Components, and Feed-Native OffersFigureAttention & feeds8.4%Sep
55The same report finds that pages written at a 5th–7th-grade reading level convert at an 11.1% median.Ancaster Interstitial Standard v1: Interactive Pages, Partner-Powered Components, and Feed-Native OffersFigureAttention & feeds11.1%Sep
57New York's synthetic performer law (GBL §396-b, effective June 9, 2026) requires conspicuous disclosure, with penalties of $1,000 for a first violation and $5,000 for each later one.Ancaster Interstitial Standard v1: Interactive Pages, Partner-Powered Components, and Feed-Native OffersFigureAttention & feeds$1,000Sep
59Strackr lists Starter at €10/month (1,000 transactions, 10 networks, 12-hour refresh), Professional at €25 and Enterprise at €50.Ancaster Pass 12: The Functional Toolset and the Integration MapFigureAttention & feeds€10Sep
60The Admin API is read-write, authenticated with a JWT made from a staff-created integration key (tokens must expire within 5 minutes).Ancaster Pass 12: The Functional Toolset and the Integration MapFigureAttention & feeds5 minutesSep
61Browser Rendering (now documented as "Browser Run"): 10 hours/month included on Workers Paid, then $0.09 per browser-hour.Ancaster Pass 12: The Functional Toolset and the Integration MapFigureAttention & feeds10 hoursSep
62Email 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
63Imagescape 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
64Rewardful, 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
65In 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
66Lemon 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
67EthicalAds 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
68Profound's tracking found feed-sourced ChatGPT picks jumping from 8.26% to 61.54% on 10 July 2026.Ancaster Frontier Scan (Pass 7): The Agent Is Now the Audience, and Right Now It Reads Merchant Feeds, Not CreatorsFigureAttention & feeds8.26% to 61.54%Jul
69Profound's report "ChatGPT 5.6 has transformed Shopping mode" (Allen Wu, 3 September 2026) put feed retrieval at "roughly 65%" of recommendations, from 97,725 prompt runs sampled at 10%.Ancaster Frontier Scan (Pass 7): The Agent Is Now the Audience, and Right Now It Reads Merchant Feeds, Not CreatorsFigureAttention & feeds65%Jul
71True-crime podcasts hit 80–85% completion rates.The State of Algorithmic Quality, AI Content Assessment, and Discovery Alternatives (June 2026)FigureAttention & feeds80–85%Jun
72Subscription-first investigative products are launching: USA TODAY's WITNESS ($4.99/mo) and the Daily Mail's Crime Desk (members-only podcast/documentary hub, £3.99/mo).The State of Algorithmic Quality, AI Content Assessment, and Discovery Alternatives (June 2026)FigureAttention & feeds$4.99Jun