2026-02-15 - Final Edit
Context
I have been playing around with various LLMs to tease out whether or not I have enough material for some long-form non-fiction writing. After asking for a sample newspaper I believe there is something here.
Goal
I like the version of the work I’ve included in the input section the best, it looks like it might actually work for creating a newspaper, but it needs to both be tightened up a bit and made more engaging for a layman audience.
(I may have been too lazy to paste into the input session and if so, let’s continue working with what we have so far.)
Make no mistake, this is a newspaper for highly educated people and don’t go screwing around with the details or article length. My goal is to make the look of the paper better, not the content. So make sure the headlines hook people, the first paragraph gives an overview so that they can determine to continue reading or not. I believe this is the usual editorial work done in newspapers. Also, since the drop quotes and the infographics are also scanned first, we’re going to need something good. If there are any included, re-do those as needed to make them more appealing to a layreader that’d be fine. If there are not any there, make some. We’re going to want to be able to embed, pack up, or otherwise distribute as a stand-alone static web page, pdf, and markdown for obsidian. Don’t link graphics out to other places. For Obsidian, I’m happy with svgs that I can drop in my attachment folder
We’ve got the content. We need to pay attention to the look and feel of the paper. Review the style guide and do your best to follow it.
Finally, I have an idea about one of those pencil sketches like the NYT used to run, only as a thumbnail beside each of the pro and cons for the section. Show us who wrote this. Makes the paper look more personal and official. You might need to dig around to figure out who that is. Also, this may be a bad idea. I don’t know.
We’ll probably do one more look at the overall feel of the newspaper before we’re officially done with this.
When we do content like this, many LLMs just can’t make it through without hanging and/or losing context. Take some time to orchestrate what you’re doing and use temp workspaces in order to be able to easily pick this back up where you left off.
Background
Everyday I use various AI tools and ideas of my own to play around with creating long-form content. Sometimes I run this as a big prompt stream. Sometimes I cut and paste. Sometimes I take things from one tool and use as input for another.
Success Criteria
Success is in the eye of the human reading this. I’m looking for thematic quality, intellectual rigor, approachability by a lay-audience, and enough new, non-hyped deep material here to make it worth even scanning.
Failure Indicators
Don’t get hung up running out of context window or having problems going through so much content you hang up. If you’re able, create an orchestration document or a to-do list and update it as you go so that you can pick things back up. Work in very small pieces.
The PDF cannot have a solid black background. You’ve made this mistake several times. Be sure it’s set to none or whatever the equivalent.
Please orchestrate this carefully and make the pieces as small as possible. It’s a common problem for you to timeout here or hang. You’re making me burn through token asking you to complete what you should have completed the first time around.
Daily Newspaper Style Guide
This style guide ensures consistency across all editions of the daily newspaper. It applies to both human editors and large language models (LLMs) during the final polishing stage, after core content (articles, headlines, images, etc.) has been drafted. The goal is to maintain a professional, readable, and uniform appearance, fostering reader trust and brand recognition. Adhere strictly to these rules unless overridden by specific editorial decisions.
1. Overall Structure and Layout
- Edition Header (Masthead): Every edition must start with a centered masthead block including:
- Volume and issue details, day, date, and price in uppercase, small caps or equivalent, on one line (e.g., “VOL. I, NO. 47 • SUNDAY, JANUARY 11, 2026 • PRICE: ONE MOMENT OF ATTENTION”), centered, in 10-12pt font.
- Newspaper name in bold, uppercase, large font (e.g., 48pt), split across two lines if needed (e.g., “THE GLOBAL” on first line, “CONNECTOR” on second), centered.
- Tagline in quotes, italic, below the name (e.g., “Tracing the threads that hold the world together—before they snap”), centered, in 14pt font.
- A horizontal rule (---) below the masthead for separation.
- Example in markdown approximation:
VOL. I, NO. 47 • SUNDAY, JANUARY 11, 2026 • PRICE: ONE MOMENT OF ATTENTION THE GLOBAL CONNECTOR *"Tracing the threads that hold the world together—before they snap"* ---
- Background and Visual Style: Aim for a newspaper-like background in digital formats (e.g., light beige or subtle paper texture via CSS if possible; in plain markdown, note as a design instruction for rendering).
- Sections: Organize content into a themed newsletter format rather than rigid categories. Start with an introductory article, followed by 4-6 main stories, and end with an editorial. Each story should stand alone but tie into the edition’s theme.
- Introductory article: Begins immediately after masthead, with a main headline in bold, title case.
- Main stories: Each starts with a bold headline, followed by a subheadline in italic.
- Editorial: Labeled as “EDITORIAL” in uppercase, bold, with its own headline.
- Separate sections with ❧ ❧ ❧ or similar decorative dividers.
- Limit total content to 2000-3000 words for a daily edition.
- Page Breaks/Flow: In digital formats, use markdown or HTML breaks for readability. Aim for a “print-like” flow: no more than 800-1000 words per “page” equivalent. Use drop caps for the first letter of major articles.
- Footer: End every edition with:
- A horizontal rule.
- Production Note: A paragraph explaining the collaboration between human and AI, verification process, and encouragement of skepticism (e.g., “Production Note: This edition… Your skepticism remains appropriate and encouraged.”).
- Coming Next: A teaser for the next edition (e.g., “Coming Next Week: [Theme]—examining [details]. Also: [additional hook].”).
- Copyright notice: ”© 2026 [Newspaper Name]. All rights reserved.”
- Contact info: “Editor: [Name/Email] | Submissions: [Email]“.
- No page count; end with a clean close.
2. Typography and Formatting
- Fonts (for digital/print equivalents):
- Headlines: Serif font (e.g., Times New Roman or Georgia), bold, 18-24pt.
- Subheadlines: Serif, italic, 14-16pt.
- Body Text: Serif, regular, 12pt.
- Captions/Quotes: Sans-serif (e.g., Arial or Helvetica), 10pt, italic.
- Use markdown equivalents: # for main headlines, for sections, bold for emphasis, italic for quotes/subtle emphasis.
- Drop Caps: Introduce new articles or major sections with a drop cap for the first letter (e.g., large, bold initial like Welcome). In markdown, approximate with W and continue the paragraph; in rendered formats, use CSS for 3-4 line height drop.
- Headlines:
- Main article headlines: Capitalize major words (title case), no period at end.
- Keep to 1-2 lines (under 70 characters).
- Example: “Everything Is Connected (By Very Fragile Stuff)”
- Body Text:
- Paragraphs: 3-5 sentences each, separated by a blank line.
- Line length: 60-80 characters for readability.
- Bullet points for lists (e.g., key facts): Use - or * with consistent indentation.
- Tables: Use markdown tables for data. Align columns left for text, right for numbers.
- Pull Quotes (Drop Quotes): Insert 1-2 per story, centered, in a boxed or indented block, larger font (14pt), italic, with quotation marks. Place mid-article for emphasis. Example in markdown:
> "The tech giants in California scream about latency and 'packet loss,' viewing the outage as a software bug. The ship captain knows the truth: the internet is just a wire in the ocean." - Emphasis:
- Bold (text) for key terms or names on first mention.
- Italics (text) for book titles, foreign words, or emphasis.
- Avoid ALL CAPS except in headers.
- No underlining except for hyperlinks.
- Punctuation and Spacing:
- Use Oxford comma in lists (e.g., “apples, oranges, and bananas”).
- Single space after periods.
- Em-dashes (—) for interruptions, en-dashes (–) for ranges (e.g., 2025–2026).
- Block quotes: Indent with > or use italics in a separate paragraph for quotes longer than 2 lines.
3. Language and Tone
- Style Standard: Follow Associated Press (AP) style for grammar, spelling, and abbreviations.
- Numbers: Spell out 1-9, use numerals for 10+ (except at sentence start).
- Dates: “Jan. 12, 2026” (abbreviate months when with day).
- Titles: “President Joe Biden” on first reference, “Biden” thereafter.
- Avoid jargon; explain acronyms on first use (e.g., “Artificial Intelligence (AI)”).
- Tone: Neutral, factual, and objective for news stories, with a witty, reflective edge. Editorial may be more opinionated but balanced. Overall voice: Professional, concise, engaging—aim for a reading level of 8th-10th grade. Use direct address like “dear reader” in intros.
- Length Guidelines:
- Introductory article: 200-400 words.
- Main stories: 300-500 words each.
- Editorial: 400-600 words.
- Avoid fluff; prioritize who, what, when, where, why, how, with thematic connections.
- Inclusivity: Use gender-neutral language (e.g., “they” instead of “he/she”). Avoid biased terms; represent diverse perspectives fairly.
- For Further Reading: Perspectives: At the end of each story and editorial, include a “FOR FURTHER READING: PERSPECTIVES” section. Use PRO (green box) and CON (red box) for balanced views. Each entry: Bold label (PRO or CON), title in quotes, source with hyperlink. Approximate boxes in markdown with code blocks or tables; in rendered formats, use colored backgrounds (e.g., light green for PRO, light red for CON). Example:
FOR FURTHER READING: PERSPECTIVES **PRO** "Why Governments Must Control Cable Repair" — Parliament UK Joint Committee Report Source: [publications.parliament.uk](https://publications.parliament.uk) (September 2025) **CON** "Sabotage Fears Outpace Evidence" — TeleGeography Analysis Source: [blog.telegeography.com](https://blog.telegeography.com) (2025)
4. Images and Media
- Placement: Insert images after the first or second paragraph of relevant articles. Use 1-2 per article max. No images in this example, but if used, tie to stories (e.g., maps for cables, illustrations for AI).
- Formatting:
- Size: Medium (e.g., 400-600px wide) for main images; thumbnails for galleries.
- Alignment: Center with wrapping text if possible.
- In text-based formats, describe images in brackets: [Image: Description of scene, credit: Source].
- Captions: Below images, in italics, 1-2 sentences. Include credit (e.g., “Photo by Jane Doe / Reuters”).
- Alt Text (for digital): Provide descriptive alt text for accessibility (e.g., “A bustling city street during rush hour”).
- Usage Rules: Only relevant, high-quality images. No stock photos unless necessary; prefer originals or credited sources.
5. Editing and Proofing Checklist
Before finalizing:
- Consistency Check: Ensure all sections follow the structure. Cross-reference dates, names, facts, and thematic ties.
- Grammar/Spelling: Run through a tool like Grammarly or manual review. Use American English (e.g., “color” not “colour”).
- Fact-Checking: Verify claims with sources; add inline citations if needed (e.g., [Source: Reuters]).
- Readability: Read aloud for flow. Break up dense text with subheads, pull quotes, or bullets.
- LLM-Specific Notes: If using an LLM for polishing, prompt with: “Apply the style guide to this draft: [insert content]. Ensure consistency in structure, tone, formatting, including drop caps, pull quotes, and perspectives sections.”
- Variations: Minor deviations allowed for special editions (e.g., holidays), but document changes.
This guide should be reviewed annually or as needed. For questions, contact the editor-in-chief. By following these rules, each edition will maintain a polished, predictable look that readers can rely on.
Input
VOL. I, NO. 1 • SUNDAY, FEBRUARY 15, 2026 • PRICE: ONE MOMENT OF ATTENTION
THE REVIEW
“What your body already knows — and what it costs you to forget”
Your Body Has Been Trying to Tell You Something
This week’s edition explores the strange, funny, and occasionally unsettling science of what happens when you stop fighting your own biology
There is a good chance you took a pill this morning. Maybe a multivitamin, maybe a probiotic, maybe something with “ashwagandha” on the label and a price tag that would make your grandmother faint. If so, we have news for you, dear reader: the most interesting thing about that pill may not be what’s inside it.
A wave of research published in the past 60 days — in journals ranging from JAMA Network Open to Communications Biology — has converged on a conclusion that is equal parts thrilling and embarrassing for the $1.8 trillion wellness industry: your body is, and has always been, a self-optimizing system whose most powerful input is not a chemical compound but a story. Specifically, the story you tell it about what is going to happen next. Sugar pills reduce migraines. Sham apps reduce anxiety. And the immune system can be trained to respond to a flavored drink the way Pavlov’s dogs responded to a bell — no drug required.
This edition of The Review follows that thread from the laboratory to your lock screen. We begin with the headline-grabbing JAMA trial that proved you don’t need to be tricked for a placebo to work, move through the neuroscience of how your brain predicts its own future, detour into the surprisingly lucrative world of digital snake oil, and confront the dark twin of the placebo effect — the nocebo — that may be making your social media feed literally hazardous to your health. Along the way, we’ve collected the best commentary, the sharpest critiques, and at least one quote from a Harvard psychiatrist who got more anxious from reading wellness articles than from treating patients.
If you read nothing else, read the sugar pill story. Then maybe take a walk. Your body will know what to do.
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Sugar Pills Cured Their Migraines — and Everyone Knew They Were Sugar Pills
A landmark JAMA trial finds that open-label placebos work for migraine prevention, raising uncomfortable questions about what “medicine” actually means
Three months of sugar pills reduced migraine-related disability by a clinically meaningful margin in patients who knew, with certainty, that they were swallowing sugar pills.
That is the headline finding from a randomized clinical trial published in JAMA Network Open in 2025 by Kleine-Borgmann, Schmidt, Ludwig, and colleagues — a properly powered, preregistered, multi-site study in one of the world’s most prominent medical journals. Nobody was deceived. The bottles were labeled. The researchers explained, in plain language, that the pills contained no active ingredient. The patients took them anyway. And their quality of life improved (effect size d=0.47) and their disability declined (d=0.53), with roughly 66% of the gains attributable to the placebo component rather than to natural improvement over time.
The trial sits atop a growing pile of evidence that the folk assumption about placebos — that they only work if you’re tricked — is empirically false. A comprehensive meta-analysis by Fendel, Tiersch, Sölder, Gaab, and Schmidt, also published in Scientific Reports in 2025, reviewed the full body of open-label placebo (OLP) trials and found statistically significant effects across pain conditions, irritable bowel syndrome, cancer-related fatigue, allergic rhinitis, and emotional distress.
“Our culture has become so medicalized and reductionistic that warm and empathetic care, with its immense proven benefits for the way that a patient feels and heals, has been deprioritized to an optional extra rather than a core element of medicine.” — Gavin Francis, The New York Review of Books, June 2025
The standard protocol for these trials, developed by Ted Kaptchuk at Harvard, involves a four-part rationale delivered to patients: the placebo effect is powerful and well-documented; the body can respond automatically to the ritual of taking a pill; a positive attitude is helpful but not required; and it is important to take the pills faithfully. Every element is true. None is deceptive. But each is a carefully constructed narrative designed to generate a specific prediction in the brain — which, as we will see in the next story, is precisely the mechanism that makes it work.
The sugar pills cost essentially nothing. The migraine medications they supplemented cost, in many cases, hundreds of dollars per month. The ethical implications are being debated in real time: Hardman and Miller argued in the Journal of Medical Ethics in 2025 that OLP is “a worthwhile wager” — low cost, low risk, accumulating evidence of benefit. Richard, Bernstein, Gaab, and Elger struck a more cautious note in Scientific Reports, warning that insurers could seize on OLP evidence to justify denying coverage for conventional treatment. If sugar pills “work” for chronic pain, will your insurer suggest you try them before approving the expensive analgesic?
The honest summary is that OLP is a genuine therapeutic tool, not a panacea. It adds value at the margin. It is most useful as an adjunct, not a replacement. And its greatest contribution may be conceptual: it proves, beyond reasonable doubt, that the brain does not need to be fooled. It needs to be informed.
[Image placeholder: A photograph of clearly-labeled open-label placebo pill bottles from a clinical trial setting. Caption: “The label says ‘placebo.’ The results say ‘clinically significant.’ Credit: Beth Israel Deaconess Medical Center / Harvard Medical School”]
For Further Reading: Perspectives
🟢 PRO “What Do You Expect?” — Gavin Francis reviews the science of placebos and argues doctors need more time with patients and more use of honest placebos, because they work. Source: nybooks.com (June 2025)
🔴 CON “Time to Reflect on Open-Label Placebos and Their Value for Clinical Practice” — Caitlin Jones and colleagues argue that OLP research lacks unbiased evidence and does not properly control for the positive preamble delivered alongside the pill. Source: thesgem.com (December 2023, republished in broader discussion 2025)
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Your Brain Is a Fortune-Teller (And It’s Usually Right)
The 21st century’s most productive idea in neuroscience explains why you flinch before the drill hits — and why a sugar pill can change your biology
Your brain doesn’t wait for the world to happen. It runs ahead, generating continuous predictions about what it will see, hear, feel, and need — then checks those predictions against reality and adjusts.
This framework, known as predictive processing or the Bayesian brain hypothesis, has moved from theoretical curiosity to one of the most productive ideas in contemporary neuroscience. And it explains, with uncomfortable precision, why a sugar pill can reduce your migraines: the pill doesn’t change your neurochemistry directly, but it changes what your brain predicts will happen to your neurochemistry. Since the brain is the organ that generates neurochemistry, it acts on its own prediction.
Rodrigues, Raghuraman, Shafir, Wang, and colleagues made this argument explicitly in a 2025 review in Pain. Their key insight: what drives the magnitude of a placebo response is not vague “belief” but something more specific — the precision of the expectation. A casual hope (“this might help a little”) produces a small response. A high-precision expectation embedded in a rich narrative context produces a large one. And people who feel they have some control over their treatment tend to have stronger responses — not because they’re more gullible, but because agency sharpens the prediction.
How far does this reach? Botvinik-Nezer, Geuter, and Lindquist demonstrated in PLoS Computational Biology (2025) that placebo treatment alters basic visual perception — not just how much pain you report, but how accurately you perceive visual stimuli. If a sugar pill can change how you see, the reach of expectation into physiology is broader than even most placebo researchers had assumed.
Not everyone is convinced. Mangalam published a pointed critique in the European Journal of Applied Physiology (2025) titled “The myth of the Bayesian brain,” arguing that the framework has become unfalsifiable — every result confirms it, no result could disconfirm it. The brain-as-fortune-teller is an elegant story, and elegant stories are precisely the kind of thing that can survive contact with contrary evidence by absorbing it.
Meanwhile, a deeper biological tradition offers a complementary explanation. Tom Froese and colleagues, in work published in Biosystems and Entropy, argue that living systems aren’t merely homeostatic machines returning to a fixed setpoint when perturbed. They are self-optimizing systems that actively reorganize their own regulatory dynamics in response to information. The distinction matters: a thermostat maintains a temperature; a living organism continuously adjusts not just its state but its goals. In this framing, the placebo effect isn’t a trick. It’s what organisms naturally do when given useful information about what to expect.
“The brain does not sit passively waiting for the world to happen. It runs ahead of the world, generating continuous predictions about what it will see, hear, feel, and need.”
[Image placeholder: INFOGRAPHIC — “The Prediction Loop.” A circular diagram showing: Expectation → Brain generates neurochemical prediction → Body responds to prediction → Outcome feeds back into expectation. Color-coded in warm tones. Caption: “Your brain’s prediction engine doesn’t distinguish between a drug and a story. It acts on both.“]
For Further Reading: Perspectives
🟢 PRO “Bearing Down on a Placebo Effect” — Derek Lowe at Science discusses new evidence of direct neural/biochemical linkages behind placebo effects, calling the experimental design “quite something.” Source: science.org (January 2026)
🔴 CON “If We Take Away the Statistical Quirks and Biases, Is There Any Placebo Effect Left?” — The Skeptic argues that once you control for regression to the mean, Hawthorne effects, and response bias, the residual “true” placebo effect may be much smaller than the literature suggests. Source: skeptic.org.uk (September 2025)
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The Pharmacy Inside You
Your brain runs on the same chemicals as the drugs you buy — and it can release them on cue
When a patient expects pain relief, their brain releases endogenous opioids before the drug has had time to dissolve. Block those opioid receptors with naloxone, and the placebo analgesia vanishes. The implication is startling: placebo pain relief is pharmacological. The pharmacy is simply internal.
This is not a metaphor. A 2025 review by Knezevic, Sic, Worobey, and Knezevic in Medicines, titled “Justice for Placebo,” documented placebo-driven changes across three major molecular systems: neurotransmitter release (endogenous opioids, dopamine, serotonin), hormonal regulation (cortisol, growth hormone), and immune markers (cytokine profiles, natural killer cell activity). The title reflects a growing sentiment in the field: the placebo effect is not a nuisance variable. It is a genuine therapeutic mechanism operating through the same pathways as the drugs it gets compared against.
The immune system’s role is perhaps the most striking. Bihorac, Schedlowski, and Hadamitzky showed in the 2025 Handbook of Clinical Neurology that the immune system can be classically conditioned — pair an immune-suppressing drug with a distinctive flavored drink, then administer the drink alone. The immune system suppresses, as if the drug were present. Nobody asks the patient how their immune system feels. The immunosuppression is measured directly from blood samples, produced by an informational cue — a taste — in the absence of any pharmacological agent.
Early 2026 has produced a cluster of molecular discoveries that, while not yet explicitly linked to placebo research, identify specific switches through which the body’s self-optimizing systems can be toggled. In January, Johns Hopkins researchers revealed that delta-type ionotropic glutamate receptors (GluDs) function as powerful switches for brain activity, directly governing synaptic strength. In February, research on the enzyme PTP1B showed it acts as a key regulator of brain immune cells, with its removal “reinvigorating” microglia to clear neurotoxic plaque. Also in February, research in Bone Research described how Parathyroid Hormone triggers a molecular signal that literally pushes pain-sensing nerves away from vulnerable spinal tissue.
“Placebos do not work through a different mechanism than drugs. They activate the same molecular systems — the pharmacy is simply internal.”
The picture emerging from the 2025–2026 literature is not of a single “placebo pathway” but of an endogenous regulatory pharmacy that can be activated by informational cues rather than exogenous chemicals. Your body already has the drugs. The question is what prompts the prescription.
A note of caution: a 2025 retraction reported by Retraction Watch — involving a placebo paper by Harald Walach from the Journal of Clinical Epidemiology — serves as a reminder that the field is not immune to methodological failures. The retraction does not undermine the broader evidence base, but it does underscore the need for continued rigor in a field where enthusiasm can outpace evidence.
[Image placeholder: TABLE INFOGRAPHIC — “The Endogenous Pharmacy.” Four columns: Molecular System | What Placebo Activates | What Drugs Target | Match? Rows for opioid, dopamine, serotonin, immune. All rows show matching targets. Rendered in pharmacy-style design. Caption: “Your internal pharmacy stocks the same molecules as the external one.“]
For Further Reading: Perspectives
🟢 PRO “How Scientists Finally Learned to Measure the Placebo Effect” — David Burns at Psychology Today describes a breakthrough method for measuring placebo effects as causal variables, arguing they are “real, powerful, and deeply human.” Source: psychologytoday.com (January 2026)
🔴 CON “Journal Retracts ‘Bizarre’ Placebo Effect Paper” — Retraction Watch reports on methodological failures in placebo research, a reminder that the field’s quality control needs strengthening. Source: retractionwatch.com (November 2025)
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How to Hear What Your Body Is Saying
Scientists find that the most powerful wellness tool isn’t a supplement — it’s the ability to notice your own heartbeat
People who are better at detecting their own heartbeat tend to have better emotional regulation. That simple finding, confirmed and extended by Rusinova, Aksiotis, Potapkina, and Kozhanova in a 2025 bioRxiv paper, may contain the key to why some ancient practices actually work — and why you don’t need a subscription to access them.
Interoception — the brain’s processing of signals from inside the body, including heartbeat, breathing rhythm, gut motility, and muscle tension — is the sense most people don’t know they have. It may also be the one that matters most for what researchers are calling “self-optimization.” The connection to placebos is plausible on theoretical grounds: if the brain’s ability to generate accurate predictions depends on the quality of internal signals, then better interoception means better predictions, sharper expectations, and stronger placebo-like responses.
The training protocol is simple: no drugs, no devices, no elaborate technology. Participants learn to attend to their heartbeat, receive feedback on their accuracy, and practice. Effects are measurable and extend beyond the heartbeat task itself.
This reframes practices like body scan meditations, yoga, and tai chi. They’re not merely “relaxing” — they’re training the signal-processing system that underlies the brain’s predictive machinery. Barca (2025, Healthcare) proposed that even exercise’s mental health benefits operate partly through enhanced interoception: each workout is also interoceptive training.
The most provocative development is the proposal by Pagnini, Barbiani, Grosso, and Cavalera (2024, Humanities and Social Sciences Communications) that individuals can generate placebo-like physiological responses through three deliberate channels: mental imagery (the neuroscientific kind, not the Instagram affirmation kind — vividly imagining warmth on your skin measurably changes skin temperature), somatic focusing (attending to bodily sensations with curiosity rather than anxiety), and narrative reframing (changing the story you tell about your body’s capacity — not affirmation, but specific, plausible, evidence-based narrative).
Schaefer, Liedtke, and Enge (2025, Scientific Reports) added a crucial distinction: belief and expectation are partially independent predictors of placebo response, and belief may be the more durable factor. You can change a specific expectation in minutes. Changing a deep belief about your body’s capacity takes longer, but the change generalizes across situations.
The self-induced placebo concept carries a genuine risk: it is perfectly designed for co-optation by pseudoscientific wellness influencers selling crystals and manifestation courses. The distance from “narrative reframing can modulate cortisol levels” to “you can manifest your dream body through positive vibes” is distressingly short.
For Further Reading: Perspectives
🟢 PRO “The Wellness Industry Must Stop Terrifying People Into Compliance” — A Harvard psychiatrist at STAT News describes how wellness culture’s fear-based messaging creates nocebo effects, and argues for a return to body-trusting practices. Source: statnews.com (September 2025)
🔴 CON “Digital Wellness or Digital Dependency?” — Babu and Joseph in Frontiers in Psychiatry argue that self-directed wellness tools risk fostering dependency and delaying professional intervention. Source: frontiersin.org (April 2025)
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Your Wellness App May Be a Very Expensive Sugar Pill
A meta-analysis of 32 trials finds that sham apps reduce anxiety almost as much as “real” ones — and a prettier sham works better
A beautifully designed fake wellness app reduces anxiety more effectively than an ugly fake wellness app, even though neither contains any therapeutic content whatsoever.
That finding, from Hosono, Tsutsumi, Niwa, and Kondoh’s 2025 meta-analysis in the Journal of Medical Internet Research, should hang in a frame on the wall of every digital health startup in Silicon Valley. The study reviewed 32 randomized controlled trials involving 5,311 participants and found that “digital placebos” — apps that mimic the appearance and ritual of a therapeutic app while lacking any specific active content — produce a small-to-moderate but statistically significant reduction in anxiety symptoms (Hedges’ g = 0.28).
For context, the effect sizes of many approved psychiatric medications, when properly adjusted for placebo response, are in the same range.
The moderator analysis is where the finding gets uncomfortable for the industry. Better app design produced bigger placebo effects. Institutional credibility mattered — participants who believed the app was developed by a reputable research institution showed larger responses. And the effect was significantly larger in psychiatric patients compared to non-patients (p=0.01), suggesting that people with a genuine need for healing are more sensitive to the symbolic cues of a polished digital experience.
If a sham app with good design reduces anxiety by g=0.28, and a “real” wellness app reduces anxiety by g=0.40, then roughly 70% of the “real” app’s effect may be attributable to the same placebo mechanisms the sham exploits. This does not mean wellness apps are useless — that remaining 30% matters. But it means the industry’s value proposition is substantially based on a mechanism it neither acknowledges nor optimizes deliberately.
On Jan. 6, 2026, the FDA released updated guidance for general wellness products that marks a significant inflection point. The update relaxes restrictions on non-invasive wearables that measure physiological parameters, reclassifying many as “general wellness” products rather than regulated medical devices. The regulatory logic is revealing: the FDA is implicitly acknowledging that the primary value of these devices is informational, not diagnostic. A stress-tracking wristband doesn’t treat stress. It provides data that sharpens the brain’s prediction about its own state.
The guidance also introduces constraints designed to prevent nocebo effects: notifications must not name specific diseases, characterize output as “pathological,” or provide treatment recommendations. The same data, framed as threat versus framed as information, produces opposite physiological outcomes.
“Better design → larger placebo. The considerable investment wellness app companies make in UX design is, in part, an investment in enhancing the placebo response.”
[Image placeholder: INFOGRAPHIC — Bar chart comparing effect sizes: “Sham app (good design)” vs “Sham app (poor design)” vs “Active wellness app” vs “Approved medication (adjusted).” All bars surprisingly close in height. Caption: “The gap between the fake app and the real one may be smaller than you think.“]
For Further Reading: Perspectives
🟢 PRO “The Over-Optimization Backlash” — The Global Wellness Summit’s 2026 trends report identifies a growing cultural pivot away from data-driven wellness toward emotional repair and embodied care. Source: globalwellnesssummit.com (January 2026)
🔴 CON “3 Wellness Trends to Follow in 2026 (and 3 to Avoid)” — Vice interviews clinicians who warn that marketing runs ahead of evidence and unregulated gadgets continue flooding the market. Source: vice.com (December 2025)
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When Scrolling Makes You Sick
The nocebo effect — the placebo’s evil twin — is being amplified by social media, and you can’t unsubscribe
A Harvard psychiatrist recently confessed that the worst anxiety she has experienced came not from treating patients or raising children, but from reading too many wellness articles about what might be harming her health.
That admission, from Ivkovic Smith in a September 2025 essay for STAT News, captures the dark twin of the placebo effect in a single autobiographical detail. If a positive prediction produces healing, a negative prediction produces harm. This is the nocebo effect — not a theoretical concern but a documented physiological phenomenon with measurable markers in pain, inflammation, immune function, and side-effect severity.
Mattarozzi, Bagnis, Capucci, and Cremonini (2025, Heliyon) used the COVID-19 pandemic as a natural experiment in mass nocebo. Individuals with higher nocebo susceptibility reported more symptoms and poorer health during the pandemic, controlling for actual infection status. People who expected to get sick got sicker, even when they weren’t more sick by objective measures.
A doctoral dissertation by Sandra (2025, ProQuest) examined a more subtle vector: mental health awareness campaigns on social media. Campaigns designed to destigmatize mental illness can, in individuals susceptible to negative suggestion, generate the very symptoms they describe. The brain’s prediction machinery doesn’t distinguish between “awareness” and “instruction.” Ninety-eight of Sandra’s initial participant pool showed measurable nocebo responses to awareness content.
The Economist brought the nocebo into mainstream conversation in March 2025, examining how social media rumor propagation creates expectation environments that worsen health outcomes — treating the nocebo not as a medical curiosity but as an informational pollutant.
Meanwhile, the $1.8 trillion global wellness industry profits from both directions of the expectation mechanism without acknowledging either. Schunnesson (2025, PhD thesis) found that young professionals report the optimization imperative creates a perpetual sense of insufficiency — there is always another habit to adopt, another metric to track, another version of yourself that you are failing to become. Raj (2025, Culture and Dialogue) identified the paradox at the heart of digital self-care: “toxic positivity” that tells you if you’re not thriving, you’re failing, generating the stress that confirms the failure.
Conor and Winch (2025, Economy and Society) provided a case study that’s almost too perfect: the collagen supplement industry. The consumer takes the supplement, expects improvement, pays attention to their skin, and the ritual of supplementation may produce a placebo response they attribute to the collagen. The supplement company collects $45 per month for providing what a sugar pill could provide for pennies — if the consumer understood the mechanism.
Can you educate your way out of the nocebo? Spotts and Geers (2025, Annals of Behavioral Medicine) found mixed results: some studies show nocebo education helps, others show no effect. Knowledge, it seems, is not automatically an antidote to negative prediction. Deep priors may resist conscious correction.
For Further Reading: Perspectives
🟢 PRO “You Can Catch the ‘Nocebo’ Effect From Family, Friends — Even Social Media” — Colagiuri and Saunders at The Conversation explain how negative health expectations spread socially and what individuals can do. Source: eveningreport.nz (March 2025)
🔴 CON “Shedding Light on the Placebo Effect” — Cambridge Core’s Think journal argues for caution in attributing too much power to expectation effects, noting that the field still struggles with basic measurement problems. Source: cambridge.org (2025)
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EDITORIAL
The Garden, Not the Gym
Why the most powerful self-improvement tool is patience — and why nobody will ever sell it to you
The wellness industry sells the gym: intense effort, measurable gains, progressive overload, visible transformation. The research compiled in this edition of The Review suggests a different metaphor: the garden.
You do not grow a tomato by pulling on the stem. You grow it by tending the soil, ensuring adequate light, and providing water at the right times. The plant does the rest — because growing is what plants do, given the right conditions. Similarly, the accumulated evidence of the past 60 days suggests that you do not self-optimize by forcing your body into compliance through sheer effort and expensive supplements. You do it by tending the informational conditions — the narratives, the attention patterns, the prediction environment — within which your body’s self-optimizing machinery already operates.
This is not a comfortable conclusion for an economy built on selling you the next upgrade. A $50-per-month meditation app and a free breathing exercise may produce equivalent outcomes if the active ingredient is expectation. The wellness industry has every incentive to obscure this. Consumers have every right to know it.
The practical upshot, drawn from the research of Pagnini, Schaefer, Kleine-Borgmann, and others, is a protocol that looks less like a productivity hack and more like science applied with patience: journal small expectation experiments before and after practices. Track subtle shifts over weeks, not days. Use body awareness as data, not judgment — curious attention improves regulation; anxious monitoring amplifies symptoms. Narrate the process — not with affirmations, but with specific, plausible, evidence-based stories about what your body actually did. And stack gradually, adding one expectation-aware practice to an existing routine rather than overhauling everything at once.
The developmental biologists quoted in the research behind this edition would recognize the metaphor. A gastruloid — a cluster of stem cells — establishes its body axis not through a single dramatic event but through the gradual accumulation of signaling interactions. Your self-optimization follows the same pattern: each small, intentional act is a micro-signaling event. The macro trend of change emerges from thousands of these events, not from a single transformation.
The honest position, uncomfortable as it may be for advocates and skeptics alike, is that both things are true simultaneously. Placebos produce real, measurable, physiologically grounded changes. And placebo effects are often smaller, less durable, and more context-dependent than the most enthusiastic accounts suggest. The wellness industry profits from the first truth while ignoring the second. The medical establishment often acknowledges the second while ignoring the first. Neither serves the individual trying to make sense of their own health.
The OLP literature’s most important contribution is its insistence on honesty. The most effective self-optimization protocol is closer to scientific method than to motivational speaking: acknowledge uncertainty, track actual results, update when something isn’t working. The individual who journals their expectation experiments is running a single-subject trial with a sample size of one. The data may not be publishable, but it is theirs — and it is more honest, more informative, and more empowering than the generic advice of any wellness influencer charging $45 per month for what a garden charges you nothing.
The research doesn’t prove that the vision of patient, honest, free self-optimization is fully achievable. It does prove that the mechanisms are real, the evidence is growing, and the practice is worth attempting. Your body already knows how to do most of what you’re paying someone to teach it. The most important requirement is the one thing the wellness industry will never sell you: patience.
For Further Reading: Perspectives
🟢 PRO “10 Wellness Trends for 2026: The Over-Optimization Backlash” — The Global Wellness Institute’s annual report identifies a decisive cultural pivot from peak wellness toward nervous-system safety, emotional repair, and pleasure over metrics. Source: globalwellnessinstitute.org (January 2026)
🔴 CON “What Wellness Trends We’ll Leave Behind in 2025” — Dr. Karan Rajan argues that the body “is incredibly good at regulation when supported properly,” but warns against discarding evidence-based interventions in favor of self-directed alternatives. Source: themanual.com (December 2025)
Production Note: This edition of The Review was produced in collaboration between a human editor and Claude, an AI assistant made by Anthropic. The research synthesis upon which these articles are based was generated from three independent research briefings covering December 2025 through February 2026. All citations have been preserved from the original source material. Opinion pieces in the “For Further Reading: Perspectives” sections have been independently sourced via web search. Your skepticism remains appropriate and encouraged. If a claim interests you, follow the links to the original sources and evaluate the evidence for yourself.
Coming Next: If this edition survives contact with the editor’s critical eye, future editions may explore the practical applications of these findings — including the molecular discoveries of early 2026, the regulatory implications of the FDA’s January guidance, and the emerging concept of a personalized “placebome.” Also: why your immune system responds to a flavored drink, and what that means for the future of medicine.
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