📡 Research Tools for Sense-Makers: Curation Signals - #02
Insights, reads, tools, monetization examples and recommended curated newsletters for trust-building experts.
I write for experts and consultants who want to be discovered and recognized as reliable trusted guides.
The path I have been following for 25+ years, is curation. That means helping readers find what they should pay attention to by: a) becoming a discovery agent for them,
b) highlighting and contextualizing other people’s great work, c) creating collections, libraries, and resources that support the goals of my readers repeatedly over time.
In this issue:
1) Trust-Building Curation Insights
2) Interesting (Long) Reads for Curators
3) Research Tools for Sense-Makers
4) Curation Monetized Real-World Examples
5) Curated Newsletters Worth Paying Attention To
1) Trust-Building Curation Insights
Sense-making for explorers looking beyond the surface of things. Picks from my most recent published Notes on Substack.
I used to collect resources like they were trophies. Bookmarks. Tools. Articles. Frameworks. Then I realized: a library without interpretation is just hoarding.
The value isn’t in what you find.
It’s in explaining why it matters to someone specific.
Want to know the real difference between content and curation?
Content says: here’s what I think.
Curation says: here’s what exists, here’s why it matters, and here’s how it connects to what you care about.
One is about you.
The other is about serving your audience’s need to understand their world better.
Content gets consumed once. Forgotten in days.
Knowledge infrastructure gets bookmarked. Referenced repeatedly. Updated over time.
Decision frameworks. Pattern libraries. Learning paths. These aren’t blog posts competing for attention. They’re destinations people return to when they need to choose.
Build infrastructure. Not just content.
2) Interesting (Long) Reads for Curators
Stuff worth reading for experts / thought leaders wanting to better understand where things are headed.
Where Provenance Ends, Knowledge Decays
by Jessica Talisman
AI is permanently erasing the key credibility factor from information: Provenance.
“LLMs strip provenance from knowledge. Systematically, architecturally and by design. And in so doing, AI systems are creating a form of knowledge network decay that degrades the knowledge infrastructures that human civilization relies upon.”
“Provenance is documentation. It is the chain of custody that connects a claim to its source, a source to its author, and an author to the context in which they produced knowledge. This chain is the mechanism by which knowledge becomes trustworthy. Large language models break this chain by design.” ”…provenances are ledgers containing the ownership and, to some extent, custody histories of artworks42— and that when those ledgers are structured and analyzed at scale, they reveal patterns of wealth, gender, power, and cultural value formation that would otherwise remain invisible.” A comprehensive explanation of the history, meaning and value of provenance for anyone managing information and the risk of humanity losing it at the hands of AI..
.You’re Collector Pretending To Be a Curator
by EmmaEveryone’s running to capture more and more out of fear of missing out. Like “the more you do”, “the more you see”, the fuller you have lived. “Collectors accumulate. They acquire. They see something beautiful or interesting or rare and they grab it and add it to the pile.”
“Same thing with experiences. We collect travel destinations like we are checking boxes on some cosmic to-do list. Forty countries before forty. Every national park. Every Instagram-famous café. We move so fast trying to acquire the experience that we never actually have it. A curator would slow down. Would spend three days in one museum instead of sprinting through twelve. Would return to the same city multiple times because depth matters more than breadth. Would understand that the goal is not to see everything but to actually see something.” “Curators do something completely different. They build worlds. They create meaning. They understand that the power is not in what you have but in what you choose to show and how you arrange it and what story emerges when you put this object next to that one.”.
.The Rise of the Expert Influencer
by MufaroThe new influencers are those who can best interpret and make-sense of early signals in their fields of expertise. As novelty and originality have now become over-abundant, those who can perform critical evaluation, judgment and expert selection become the new thought leaders.
“Influence has always been a form of social currency. In the past, it was about access: who you knew, where you were, what you wore. Now, it’s about articulation: how well you can explain complex ideas in an accessible, engaging manner. The modern influencer isn’t just a curator of aesthetics but a communicator of concepts. They’re valued not for their ability to showcase a lifestyle but for their capacity to interpret the world around them.” “We’re overloaded with news, with content, with competing versions of truth. In that kind of climate, we’re not just craving aesthetics, we’re craving interpretation. We’re drawn to people who can distil complexity, who can help us make sense of what’s happening around us politically, economically, socially. Not just style ourselves within the chaos, but understand it. Influence is evolving from look at me to learn with me, from curators of taste to translators of culture.”
3) Research Tools for Sense-Makers
Useful instruments for experts I have recently discovered and tried out.
N.B.: The mini-list of new research tools that follows can help you find and use solid research papers to create high-authority curated content. What these tools do is essentially helping you find good studies, understand their key points while keeping the original sources intact and easy to cite. If you’re rebuilding your career as an online expert after years in a traditional job, this matters because it lets you show proof, not just opinions. You publish guides people can verify, and that’s how trust grows.
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a) Read + Understand PDFs Fast
(single paper deep dive)
SciSpace
Chat with PDFs and run literature reviews with cited answers you can trace back to sources. Free plan included 100 free credits/month - Pro from $20/mo.Explainpaper
Highlight confusing text or formulas and get plain-English explanations right on the paper. Free plan available; Pro is $16/month.
b) Literature Review + Evidence Extraction
(compare many papers)
Elicit
Turn a research question into a paper table and extract evidence fields for fast reviews. Free plan available; Plus is $120/year.Petal
Multi-document chat plus an AI Table to compare studies and export citations and notes. Free plan available; Plus is $4.99/month.
c) Evidence-Backed Answers + Citation Context
(trust checking)
Scite
Shows citation context: whether a paper is supported, contrasted, or merely mentioned by later work. 7-day free trial; Personal plan $20/month.Consensus
Search for evidence-backed answers and study summaries across research, with clear usage limits per plan. Free tier available; Pro is $15/month.
d) Discovery + Mapping
(find what to read next)
ResearchRabbit
Build citation maps and get recommendations for papers and authors; great for discovery trails. Free plan; Pro starts at $12.50/month.Connected Papers
Generate a visual graph around one seed paper to explore related work fast. Free plan: 5 graphs/month; Academic plan $6/month.Litmaps
Make living literature maps and get alerts when new papers connect to your topic. Free plan; Pro is $10/month.Semantic Scholar
Free academic search with AI features to surface influential papers, citations, and smart reading. Free plan.
4) Curation Monetized Real-World Examples
Profitable projects built around collecting and (re-)organizing existing info.
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Cool Stories About Art
Here’s a Substack newsletter that turns art history into binge-worthy micro-stories, “learn art the fun way”, with a reported audience of 50k+ subscribers (plus 280,000 Instagram followers, 10,000 on Threads, and claims 7,000+ new subscribers monthly). Created by Julien, a Paris-based communications professional who first tested the format on Instagram and then brought it to Substack in October 2025.
.Who it’s for:
culturally curious readers, museum-goers, and art newcomers who want context, anecdotes, and “hidden details” without academic jargon.
.How it curates/organizes:
it packages art knowledge as themed, serial “story” formats and routes discovery through clear sections (Artists you need to know, PopCulture, “Netflix” Stories, Investigations, Fun Facts) plus a searchable archive.
.Monetization / business models:
Freemium → paid membership
(“Cool Stories Club”) with more stories/month + full archive access.Partnerships / sponsorship packages (brand collaborations), promoted to a global audience.
Sponsored newsletter placements
Instagram and Threads content partnerships
Exhibition and collection highlights
GuideDoc
Curated documentary streaming platform aggregating 2k+ films and adding “a new one every day.” Founded by journalist + documentary producer Víctor Correal it is positioned as a response to a classic indie-doc problem: great films touring festivals but never finding sustained distribution. Available since September 2016.
.Who it’s for:
documentary lovers who want “hand-picked, award-winning” titles without the noise of mainstream catalogs, plus filmmakers who gain a dedicated niche audience and a transparent split.
.How it curates/organizes:
GuideDoc “curates” rather than merely hosts, sorting discovery through editorial rails like New, Trending, Top Rated, plus filters by festivals, topics/genres, decades, countries, languages, subtitles.
.Monetization / business models:
Direct subscription streaming (SVOD) across web + apps.
Revenue-share licensing: 50% of subscription revenue goes to filmmakers (positioned as a differentiator).
B2B institutional plans: subscriptions for public + academic libraries (patron access model).
ClassCentral
Super-catalog / search engine for university courses. It has become a review hub aggregating courses from dozens of providers (Coursera, edX, Udemy, LinkedIn Learning, YouTube, etc.) into one searchable catalog. Created by Dhawal Shah, who originally built it as a one-page tracker for the first wave of free university courses, Class Central has been around since late 2011.
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Who it’s for:
indie learners, professionals, and teams who want to compare “what to learn next” across platforms—without being locked into any single marketplace—and who value rankings + learner reviews as a shortcut to quality.
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How it curates/organizes:
Class Central doesn’t host the courses, it organizes discovery. It clusters content by subject, provider, and editorial “reports”/guides, with filters, lists, and collections (e.g., free certificates) that make the large number of catalogs browsable and comparable.
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Monetization / business models:
Affiliate commissions: when you purchase via links on the site, Class Central may earn a commission.
Content-driven acquisition funnel: SEO-friendly guides/reports that route intent to paid courses/certificates on partner platforms.
5) Curated Newsletters Worth Paying Attention To
Unique high-value newsletters that help you discover, make-sense and appreciate life artefacts that would otherwise go unnoticed.
The Art of Noticing
Substack newsletter about creativity, work, and staying human written by journalist and author Rob Walker. It offers insightful ideas, life tips, practical prompts, and inspiring suggestions. Its focus is on helping readers pay attention to what they care about, and care about what they pay attention to. In the author’s words: “It’s for people who want to stay interested in life.” Interesting elements: reader-driven features like Icebreaker of the Week and The Dictionary of Missing Words.
Since 2019. Monetized.
What’s Anu
Collecting, organizing and making-sense of new trends and the signals they carry. This is a “trend strategy” newsletter by Anu Lingala publishes super-interesting Trend-Radars, Analysis and Reports chockfull of relevant examples and stories. The vibe is: less “noise,” more “what’s actually shifting, and why it matters.”
Since 2024. Monetized.
School of the Unconformed
Navigating daily life and making the best of it written by an unconformist: Ruth Gaskovski, a professional homeschooling advisor, mother of three who does not own a cell phone, a TV, loves reading long classics, and make her bread by hand. Offers great inspiration to live life differently, to resist the dehumanizing aspects of tech, and to reclaim habits that are grounded in real action, people, and places.
Since Feb 2023. Monetized.
To find more interesting curated newsletters I recommend, check here:
Cover image: My daughter Chiara’s eyes. 15 years ago.
Why: As I looked at hundreds of personal photos to find a relevant match, this one stood out as great companion for the title “Research Tools for Sense-Makers”. In her eyes I see “focus”, sustained attention, curiosity and desire to learn, the key traits contemporary guides and curators should have.
I have been curating what to pay attention to for experts and communication professionals for 25+ years.
I do this because I enjoy looking beyond the surface of things and to share what I discover in my journey.
I love to create lasting information resources that can be useful to others.
Support this work (like, recommend, subscribe).
How I Can Help You
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a) Create Value and Build Trust - for Non-Writers (Curation)
I help you identify and master your own personal ways to gain authority and value by curating insights, research, news, resources and tools in your field of interest.
b) Improve Your Credibility and Trust
I review your content, positioning and goals to identify best editorial strategies to build trust and credibility around your focus.
c) Positioning and Personal Branding
I analyze your market positioning to identify key strengths and weaknesses. I help you redefine a strategy to differentiate yourself from the competition while increasing the practical value you bring to your readers.
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Interested? Send me a direct message.
Follow a path with a heart.
From Koh Samui (TH)
Robin Good