{"schema":"OTR-CURRENT-SIGNAL-READER-1","presentationSchema":"OTR-SIGNAL-SLIDES-1","signalId":"PDF-f2785c8841ffad2421df3b01-21","canonicalUrl":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/","title":"The feed is learning to take instructions, not just watch us","category":"Social Media","representation":"current-guided-reader","originalResearch":"preserved-separately","sources":[{"title":"about.fb.com ↗","url":"https://about.fb.com/news/2026/10/introducing-your-algorithm-facebook/","contexts":["OTR EMERGING DATA","OnTheRice’s Emerging Data","Source confidence","Key points","What could change this view?","Bottom line","Evidence behind this view","Evidence against this view","What people say vs the facts","How likely is this call? · Three frameworks","Sources, original wording and price checks","See how the pieces connect","What changed","OTR reasoning","Counterpoint","Evidence, memory & review 2 linked sources"]},{"title":"blog.youtube ↗","url":"https://blog.youtube/news-and-events/innovation-youtube-era-made-on-viewers-creators/","contexts":["OTR EMERGING DATA","OnTheRice’s Emerging Data","Source confidence","Key points","What could change this view?","Bottom line","Evidence behind this view","Evidence against this view","What people say vs the facts","How likely is this call? · Three frameworks","Sources, original wording and price checks","See how the pieces connect","What changed","OTR reasoning","Counterpoint","Evidence, memory & review 2 linked sources"]}],"chapters":[{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-1","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-1","title":"OTR EMERGING DATA","topic":"emerging","kind":"cover","text":"Start with the main idea: what may be changing, how the clues connect, and what remains uncertain. We see a change in who steers the feed. Facebook is accepting written preferences, while YouTube has announced feeds built from prompts. People can explain the task they want help with instead of hoping another like teaches the system correctly. Our emerging signal is a shift from broad popularity toward stated purpose. A useful cooking guide or commute podcast may fit a request better than a louder post. Clear titles and specific topics could become more useful for discovery. This remains our interpretation, not measured ranking data. For creators, the next test is simple: does content that solves one clear need bring back more viewers? We would compare a tightly focused series with broad posts over one week. The opportunity is to be the answer someone asks their feed to find.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-2","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-2","title":"The idea, step by step","topic":"emerging","kind":"research","text":"Start with the main idea: what may be changing, how the clues connect, and what remains uncertain. Our emerging signal is a shift from broad popularity toward stated purpose. For creators, the next test is simple: does content that solves one clear need bring back more viewers?","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-3","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-3","title":"Research context","topic":"evidence","kind":"research","text":"Understand the background and earlier comparisons, including the differences that matter. Review status The cited public sources were rechecked during this revision, with the source-access limits preserved. The proposed mechanism remains open to the stated one-week test. The full OTR archive, Master Learning PDF and all embedded graphs were not read completely, so corpus-wide validation is not claimed. Publication and review times Research prepared 20 Oct 2026, 18:33 SGT Research review due 27 Oct 2026, 18:33 SGT Research review due We will review the stated checkpoint by 27 Oct 2026, 18:33 SGT. An earlier source update can change our view before that deadline. LEARNING REVIEWED WITH DISCLOSED LIMITS","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-4","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-4","title":"The key clues","topic":"emerging","kind":"research","text":"See the main observations behind the idea, with their important qualifications. We would watch whether people use written feed preferences to narrow what they want, and whether a creator can meet that need clearly. The useful distinction is between a focused promise and broad engagement bait. We should measure repeat use of the useful content rather than assume the new controls automatically improve anyone's reach.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-5","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-5","title":"What could change this view?","topic":"changes","kind":"research","text":"See what could change this interpretation and what still needs to be checked. Feature availability differs, and people may ignore the controls. Existing watch history and other ranking signals still matter. We would set the test before checking the result, keep the comparison window the same and report a weak or opposite result openly. No improvement is assumed merely because a feature exists.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-6","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-6","title":"What this means","topic":"emerging","kind":"research","text":"Read the takeaway and the limits that matter before drawing a conclusion. Over 1W, compare returning-viewer rates for four clearly named, task-focused posts against four broad posts on the same account; support requires a higher rate for the focused set, with similar posting times. We would record the full result and its limits, rather than call any positive number a success. The opportunity is practical usefulness that survives a fair comparison. This is research and interpretation, not an investment price forecast. Source verification limits are listed below.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-7","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-7","title":"Evidence behind this view","topic":"evidence","kind":"research","text":"Review the information supporting this view and the limits on what it can show. Facebook says people can describe interests in their own words and receive real-time recommendation changes. YouTube announced prompt-created custom home feeds; its announcement says these are coming soon.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-8","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-8","title":"Historical context","topic":"evidence","kind":"research","text":"Understand the background and earlier comparisons, including the differences that matter. This field does not apply to the proposed social-media behaviour. A share price move would not establish that a feed, podcast, meeting or shopping feature helped its users. We assess this signal through the stated observable user or operational result rather than use a market price as a substitute.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-9","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-9","title":"Evidence against this view","topic":"changes","kind":"research","text":"Check the opposing evidence and other explanations that could weaken this view. Read the matching explanation in Chapter 5 .","links":["https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-5"]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-10","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-10","title":"How the research changed","topic":"evidence","kind":"research","text":"See what changed in the research and why, while keeping earlier recorded views separate. Learning review before publication The supplied direction was retained: No investible directional call. The supplied synthesis was retained. Reason: Retain the complete supplied research, direction, subjective source judgment and original horizon after six-agent discussion. Apply lessons only as qualitative safeguards for matching clocks, quantities, different reports relying on the same underlying source and explicit gaps. No live-source revalidation, executed entry, calibrated probability, new outcome or production-weight change is claimed. Lessons considered: Use lessons in the next call; Keep the clocks separate; Keep incomplete tests visible; Look for independent evidence; Separate direction from explanation; Compare matching quantities. This review belongs to the new draft before publication. Earlier published calls and their original deadlines remain unchanged. Any later update should state which dated evidence changed the view while preserving the earlier wording and review condition.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-11","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-11","title":"What people say vs the facts","topic":"evidence","kind":"research","text":"Compare what people say with the observations, without treating attention as proof. “More control” is a product claim, not evidence that users receive a balanced feed or that a creator gains reach. The checked facts concern the controls described by Meta and YouTube's announced feed feature. Our view changes only when a matched user or content test shows what those controls actually change.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-12","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-12","title":"Earlier research and limits","topic":"evidence","kind":"research","text":"Check what earlier forecast results are available and what they can tell us. Past results do not guarantee this outcome. This revision therefore creates a prospective test: its original condition, review date and later result should be kept together even if the outcome is weak or opposite. The pre-publication learning review is recorded under “Why the direction changed”, including cases where the supplied direction was retained.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-13","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-13","title":"Understanding the estimated chance","topic":"evidence","kind":"research","text":"See how the stated chance was judged and where the estimate is uncertain. A percentage does not guarantee an outcome. 60% subjective confidence that the stated one-week checkpoint supports this hypothesis. This is an not shown by testing to give reliable probabilities editorial judgement, not measured historical accuracy. We keep the estimate at 60% for the declared one-week focused-content test, with topic quality and existing audience loyalty as important competing explanations. The six reviewers recorded these individual checkpoint judgments: Singapore 55%, Technology 55%, Social Media 58%, General unavailable, Learning 54%, Corpus 53%. An unavailable value means that reviewer declined to assign a number from the accessible evidence or test definition.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-14","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-14","title":"See how the pieces connect","topic":"connections","kind":"research","text":"Follow how this part of the research connects to the wider idea, including its limits. Facebook's direct-interest controls and YouTube's announced custom feeds address the same early step: explaining what a person wants. OTR’s view is that more explicit requests could make a clearly named use case easier to match. That is not a promise of preferential ranking. The link is only supported if comparable content reaches an audience that comes back for the stated purpose.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-15","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-15","title":"What changed","topic":"evidence","kind":"research","text":"See what changed in the research and why, while keeping earlier recorded views separate. Recorded public history Forecast prepared: 20 Oct, 19:13 SGT","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-16","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-16","title":"OTR reasoning · Why we see this connection","topic":"evidence","kind":"research","text":"Follow the reasoning from the observations to the proposed result. A possible link is not proof. Read the matching explanation in OTR EMERGING DATA .","links":["https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-1"]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-17","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-17","title":"Counterpoint · Another possible explanation","topic":"evidence","kind":"research","text":"Check the opposing evidence and other explanations that could weaken this view. Read the matching explanation in Chapter 5 .","links":["https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-5"]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-18","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-18","title":"Evidence, memory & review 2 linked sources","topic":"sources","kind":"research","text":"Check where the information came from, when it was observed and what was verified. Source trail This evidence panel does not assign a score or probability. Any forecast estimate is shown separately with its own source and limitations.","links":[]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-19","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-19","title":"Keep exploring","topic":"connections","kind":"finish","text":"Choose how to follow this Signal or compare it with other research. Track this Signal to find it again, compare the evidence, and revisit its recorded outcome. Explore more Signals →","links":["https://ontherice.org/signals/"]},{"id":"otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-20","url":"https://ontherice.org/signals/PDF-f2785c8841ffad2421df3b01-21/#otr-slide-PDF-f2785c8841ffad2421df3b01-21-detail-20","title":"Terms in simple English","topic":"glossary","kind":"glossary","text":"Find plain meanings for the specialist terms used in this research. Watch or on confirmation The signal asks readers to watch for a stated condition. If it also says bullish or bearish, that direction still counts in the recorded outcome check. Estimates whose accuracy has not been established by testing A judgement that has not been shown to match real outcomes reliably. It is not a proven success rate. UTC and SGT UTC is a world time standard. SGT is Singapore time, eight hours ahead of UTC. Recommendation content a platform chooses to show. Stated purpose what a person directly asks to see. In this signal, a hypothesis means a proposed explanation we can check. A platform announcement confirms what the company says it is offering; an outcome tells us what happened when people actually used it.","links":[]}]}