# 1. Ideas & Brainstorming **URL:** https://atlas.discourse.group/c/ideas/25.md [Latest](https://atlas.discourse.group/latest.md) · [Categories](https://atlas.discourse.group/categories.md) · [Tags](https://atlas.discourse.group/tags.md) --- ## [💡 Ideas & Brainstorming](https://atlas.discourse.group/t/ideas-brainstorming/920)
**Author:** [@billy](https://atlas.discourse.group/u/billy)\ **Replies:** 18\ **Last updated:** [October 31, 2025, 10:15pm UTC](https://atlas.discourse.group/t/ideas-brainstorming/920 "2025-10-31T22:15:13Z")
This category is for exploring raw ideas, creative concepts, and early-stage experiments related to the Intuition ecosystem. It’s where sparks of inspiration are shared freely — before they become formal proposals, tech… --- ## [Claim Sponsorship: paying for sentiment data, and viability (request for comments)](https://atlas.discourse.group/t/claim-sponsorship-paying-for-sentiment-data-and-viability-request-for-comments/1274)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 2\ **Last updated:** [August 18, 2026, 2:50pm UTC](https://atlas.discourse.group/t/claim-sponsorship-paying-for-sentiment-data-and-viability-request-for-comments/1274 "2026-08-18T14:50:38Z")
The past few months I’ve been building some features around the concept of communities. The gist: users can transform a concept atom into a community by tagging related atoms and (optionally) organizing atoms into lists.… --- ## [Introducing the New Intuition Alpha SDK & Packages](https://atlas.discourse.group/t/introducing-the-new-intuition-alpha-sdk-packages/1272)
**Author:** [@metasudo](https://atlas.discourse.group/u/metasudo)\ **Replies:** 0\ **Last updated:** [July 6, 2026, 8:12pm UTC](https://atlas.discourse.group/t/introducing-the-new-intuition-alpha-sdk-packages/1272 "2026-07-06T20:12:25Z")
Hey everyone :waving\_hand: I want to introduce something we’ve been building that I think changes how you’ll build on Intuition: a set of focused TypeScript packages that let you model the entire knowledge graph off-cha… --- ## [What would a native Intuition commenting system look like?](https://atlas.discourse.group/t/what-would-a-native-intuition-commenting-system-look-like/1270)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 3\ **Last updated:** [July 1, 2026, 7:19pm UTC](https://atlas.discourse.group/t/what-would-a-native-intuition-commenting-system-look-like/1270 "2026-07-01T19:19:19Z")
What would a native Intuition commenting system look like? As the Intuition ecosystem becomes more mature, it is clear that current conventions work well at describing what a person is claiming but can struggle to concis… --- ## [Expanding Intuition's Functionality into Communities (Topics?) and Lists](https://atlas.discourse.group/t/expanding-intuitions-functionality-into-communities-topics-and-lists/1271)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 0\ **Last updated:** [July 1, 2026, 5:41pm UTC](https://atlas.discourse.group/t/expanding-intuitions-functionality-into-communities-topics-and-lists/1271 "2026-07-01T17:41:31Z")
Communities and Lists Background A couple months ago Billy mentioned to me that smart contract auditors could be a good demographic to market my Hive Mind products to, especially considering the extension and Snaps can g… --- ## [ARP — the reputation layer i've been building toward](https://atlas.discourse.group/t/arp-the-reputation-layer-ive-been-building-toward/1265)
**Author:** [@wieedze](https://atlas.discourse.group/u/wieedze)\ **Replies:** 10\ **Last updated:** [June 24, 2026, 11:33am UTC](https://atlas.discourse.group/t/arp-the-reputation-layer-ive-been-building-toward/1265 "2026-06-24T11:33:18Z")
Over the last few weeks i’ve been dropping hints here. post 1 argued that agent reputation stops at the wrong layer — it should flow compositionally through the tools an agent uses, not aggregate opaquely at the wrapper… --- ## [What does an agent-reputation layer actually need to own on-chain?](https://atlas.discourse.group/t/what-does-an-agent-reputation-layer-actually-need-to-own-on-chain/1266)
**Author:** [@wieedze](https://atlas.discourse.group/u/wieedze)\ **Replies:** 2\ **Last updated:** [June 10, 2026, 3:11pm UTC](https://atlas.discourse.group/t/what-does-an-agent-reputation-layer-actually-need-to-own-on-chain/1266 "2026-06-10T15:11:03Z")
Three posts ago i sketched a two-layer model: immutable claims (who composed with what) + mutable conviction (capital staked behind those claims). reputation isn’t stored — it’s derived by an indexer. raw signal on-chain… --- ## [The wrapper problem: reputation should flow through tools, not stop at the agent](https://atlas.discourse.group/t/the-wrapper-problem-reputation-should-flow-through-tools-not-stop-at-the-agent/1260)
**Author:** [@wieedze](https://atlas.discourse.group/u/wieedze)\ **Replies:** 2\ **Last updated:** [June 10, 2026, 6:23am UTC](https://atlas.discourse.group/t/the-wrapper-problem-reputation-should-flow-through-tools-not-stop-at-the-agent/1260 "2026-06-10T06:23:25Z")
Hey all — first post here. I’ve been sketching out how reputation should be structured for software agents specifically, and wanted to share a piece of that thinking for discussion. Most on-chain agent reputation design… --- ## [Claims about crypto addresses, which ones are the most important?](https://atlas.discourse.group/t/claims-about-crypto-addresses-which-ones-are-the-most-important/1264)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 5\ **Last updated:** [June 9, 2026, 11:26pm UTC](https://atlas.discourse.group/t/claims-about-crypto-addresses-which-ones-are-the-most-important/1264 "2026-06-09T23:26:40Z")
Now that I’ve wrapped my head around trust circles, our browser extension is starting to support EVM addresses, and I’ve thought about how I expect them to function I want to be able to apply this vision to the MetaMask … --- ## [A two-layer model for attributing reputation across agent compositions](https://atlas.discourse.group/t/a-two-layer-model-for-attributing-reputation-across-agent-compositions/1261)
**Author:** [@wieedze](https://atlas.discourse.group/u/wieedze)\ **Replies:** 0\ **Last updated:** [May 14, 2026, 9:34am UTC](https://atlas.discourse.group/t/a-two-layer-model-for-attributing-reputation-across-agent-compositions/1261 "2026-05-14T09:34:55Z")
Following up on my first post here. Pushing further on the attribution problem I left open. Attribution as graph traversal: a two-layer hypothesis In a previous post I argued that agent reputation should be compositiona… --- ## [How Hive Mind extension is implementing per-topic trust circles for social media](https://atlas.discourse.group/t/how-hive-mind-extension-is-implementing-per-topic-trust-circles-for-social-media/1255)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 3\ **Last updated:** [April 6, 2026, 5:31pm UTC](https://atlas.discourse.group/t/how-hive-mind-extension-is-implementing-per-topic-trust-circles-for-social-media/1255 "2026-04-06T17:31:55Z")
First off let me say thank you to all the other developers who seem to have participated in the thoughtful discussions on how best to leverage Intuition to give users a valuable experience that can surface the type of tr… --- ## [We need exact search / exact string matching on the portal](https://atlas.discourse.group/t/we-need-exact-search-exact-string-matching-on-the-portal/1250)
**Author:** [@pixie](https://atlas.discourse.group/u/pixie)\ **Replies:** 1\ **Last updated:** [March 30, 2026, 1:43pm UTC](https://atlas.discourse.group/t/we-need-exact-search-exact-string-matching-on-the-portal/1250 "2026-03-30T13:43:10Z")
right now, searching for an atom returns everything that loosely matches it that works for discovery but breaks down when you’re trying to find something specific for example, if you search for something like “apple”,… --- ## [X Browser Extension and Trusted Circles - Request for Comments](https://atlas.discourse.group/t/x-browser-extension-and-trusted-circles-request-for-comments/1242)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 2\ **Last updated:** [March 11, 2026, 8:55pm UTC](https://atlas.discourse.group/t/x-browser-extension-and-trusted-circles-request-for-comments/1242 "2026-03-11T20:55:52Z")
Background As many of you know I am constantly thinking of ways to bring Intuition to social media, and I especially would love to see Intuition integrated into my typical X.com browsing experience. The large user base a… --- ## [Exploring New Use Cases for Intuition](https://atlas.discourse.group/t/exploring-new-use-cases-for-intuition/1244)
**Author:** [@w00ds](https://atlas.discourse.group/u/w00ds)\ **Replies:** 0\ **Last updated:** [March 11, 2026, 5:59pm UTC](https://atlas.discourse.group/t/exploring-new-use-cases-for-intuition/1244 "2026-03-11T17:59:18Z")
The Intuition community keeps coming up with creative ideas for what can be built on the protocol. From stake-weighted review platforms to AI agent reputation systems, the possibilities are wide open. What use cases are… --- ## [Intuition Discord is long overdue for claim-based badges](https://atlas.discourse.group/t/intuition-discord-is-long-overdue-for-claim-based-badges/1241)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 2\ **Last updated:** [March 11, 2026, 3:16pm UTC](https://atlas.discourse.group/t/intuition-discord-is-long-overdue-for-claim-based-badges/1241 "2026-03-11T15:16:33Z")
Now that we have a lot of people making claims about one another, I think it may make sense for the Intuition core team to consider using Intuition data to create badges for Discord users. We have the ability to verify D… --- ## [Which predicate for "trust"?](https://atlas.discourse.group/t/which-predicate-for-trust/1232)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 7\ **Last updated:** [March 10, 2026, 3:43am UTC](https://atlas.discourse.group/t/which-predicate-for-trust/1232 "2026-03-10T03:43:36Z")
I decided to finally just ask Claude which predicate for “trust” makes the most sense. I’m curious your guys’ thoughts… Based on what you know about how atoms and triples work… if you wanted to create a relationship for… --- ## [Talaria](https://atlas.discourse.group/t/talaria/1228)
**Author:** [@thibault8536](https://atlas.discourse.group/u/thibault8536)\ **Replies:** 1\ **Last updated:** [March 7, 2026, 3:09am UTC](https://atlas.discourse.group/t/talaria/1228 "2026-03-07T03:09:29Z")
There really are so many possibilities building on top of Intuition. I’ve been exploring one direction that might be interesting to discuss here. The core idea is to build a structured event layer — something that mode… --- ## [Unresolved problems in identity, reputation, and curation for trustworthy AI infrastructure](https://atlas.discourse.group/t/unresolved-problems-in-identity-reputation-and-curation-for-trustworthy-ai-infrastructure/1220)
**Author:** [@yieldhunting](https://atlas.discourse.group/u/yieldhunting)\ **Replies:** 7\ **Last updated:** [February 12, 2026, 9:36am UTC](https://atlas.discourse.group/t/unresolved-problems-in-identity-reputation-and-curation-for-trustworthy-ai-infrastructure/1220 "2026-02-12T09:36:38Z")
Billy’s recent essays outline a thesis: AI is creating a triple crisis—intelligence scarcity, curation collapse, and trust vacuum—and Intuition is infrastructure for the latter two. But theses invite challenges. This thr… --- ## [Proposal: Domain-specific trust contexts for position display](https://atlas.discourse.group/t/proposal-domain-specific-trust-contexts-for-position-display/1219)
**Author:** [@repboiz](https://atlas.discourse.group/u/repboiz)\ **Replies:** 5\ **Last updated:** [February 10, 2026, 4:50am UTC](https://atlas.discourse.group/t/proposal-domain-specific-trust-contexts-for-position-display/1219 "2026-02-10T04:50:08Z")
So I’ve been thinking about something and decided to share with you guys. What if we have something like a “Trust Lens” system whereby users can select which trust context they’re viewing positions through? The core pr… --- ## [Calculating EVM account integrity or "realness"](https://atlas.discourse.group/t/calculating-evm-account-integrity-or-realness/1216)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 1\ **Last updated:** [January 20, 2026, 5:56pm UTC](https://atlas.discourse.group/t/calculating-evm-account-integrity-or-realness/1216 "2026-01-20T17:56:38Z")
As I start demoing my software to people I often come across the question: how do you prevent a malicious user from manipulating the triple position data to make their address look “trustworthy”? I am talking aside from … --- ## [How to concisely present claim position distribution "healthiness"?](https://atlas.discourse.group/t/how-to-concisely-present-claim-position-distribution-healthiness/1217)
**Author:** [@smilingkylan](https://atlas.discourse.group/u/smilingkylan)\ **Replies:** 1\ **Last updated:** [January 20, 2026, 5:50pm UTC](https://atlas.discourse.group/t/how-to-concisely-present-claim-position-distribution-healthiness/1217 "2026-01-20T17:50:19Z")
I’ve gone back and forth on the best way to concisely present the “health” of a claim’s position distribution. Essentially, I just want users to be able to, at a glance, decide whether they have a healthy distribution or… --- ## [Create community activiness and alignedment beyond mainet a task for all of us](https://atlas.discourse.group/t/create-community-activiness-and-alignedment-beyond-mainet-a-task-for-all-of-us/1140)
**Author:** [@Delaws](https://atlas.discourse.group/u/Delaws)\ **Replies:** 2\ **Last updated:** [December 4, 2025, 11:05pm UTC](https://atlas.discourse.group/t/create-community-activiness-and-alignedment-beyond-mainet-a-task-for-all-of-us/1140 "2025-12-04T23:05:23Z")
Proposal: Sustaining Community Alignment and Activeness After Intuition Mainnet Launch Introduction The successful launch of the Intuition Mainnet marks a major milestone for the project and its global community. Howev… --- ## [The universal truth immunity system (utis)](https://atlas.discourse.group/t/the-universal-truth-immunity-system-utis/1144)
**Author:** [@neural\_byte06](https://atlas.discourse.group/u/neural_byte06)\ **Replies:** 0\ **Last updated:** [November 19, 2025, 6:48pm UTC](https://atlas.discourse.group/t/the-universal-truth-immunity-system-utis/1144 "2025-11-19T18:48:49Z")
This project is a decentralized “immune system” for the entire blockchain world. this would be powered by Intuition’s knowledge graph. WHAT IT DOES Every blockchain ecosystem suffers from the same problems, scammer… --- ## [My Deep Dive into Intuition Use Cases](https://atlas.discourse.group/t/my-deep-dive-into-intuition-use-cases/1088)
**Author:** [@backgroundcharacter](https://atlas.discourse.group/u/backgroundcharacter)\ **Replies:** 2\ **Last updated:** [November 4, 2025, 9:00pm UTC](https://atlas.discourse.group/t/my-deep-dive-into-intuition-use-cases/1088 "2025-11-04T21:00:21Z")
For my submission for Billy’s contest, I created a strategy + social coordination game (Language of Intuition) where players collectively build and refine a shared world. The game demonstrates how: Your clicks create… --- ## [Intuition’s Killer Use Case InfoFi Turning Trust & Knowledge into On Chain Value](https://atlas.discourse.group/t/intuition-s-killer-use-case-infofi-turning-trust-knowledge-into-on-chain-value/883)
**Author:** [@joshkresh1](https://atlas.discourse.group/u/joshkresh1)\ **Replies:** 3\ **Last updated:** [November 3, 2025, 7:29pm UTC](https://atlas.discourse.group/t/intuition-s-killer-use-case-infofi-turning-trust-knowledge-into-on-chain-value/883 "2025-11-03T19:29:06Z")
Intuition is building a token-curated knowledge graph and a native InfoFi stack that allows people and machines to create, curate, and monetize trusted information. The platform’s strongest use case is InfoFi a market fo… --- ## [Intuition’s token-curated knowledge graph](https://atlas.discourse.group/t/intuition-s-token-curated-knowledge-graph/1133)
**Author:** [@o9timus9rime](https://atlas.discourse.group/u/o9timus9rime)\ **Replies:** 0\ **Last updated:** [November 3, 2025, 7:24pm UTC](https://atlas.discourse.group/t/intuition-s-token-curated-knowledge-graph/1133 "2025-11-03T19:24:11Z")
Intuition aims to change that with the Token-Curated Knowledge Graph, a public, on-chain trust layer that makes information verifiable, ownable, and valuable. Examples of TCKG: i. Atoms ii. Triples To keep the graph cl… --- ## [Why Web3 Keeps Breaking Itself (and How Intuition Plans to Fix It)](https://atlas.discourse.group/t/why-web3-keeps-breaking-itself-and-how-intuition-plans-to-fix-it/1131)
**Author:** [@Hamzeyto](https://atlas.discourse.group/u/Hamzeyto)\ **Replies:** 0\ **Last updated:** [November 3, 2025, 2:36am UTC](https://atlas.discourse.group/t/why-web3-keeps-breaking-itself-and-how-intuition-plans-to-fix-it/1131 "2025-11-03T02:36:01Z")
Every developer knows this feeling. You start a new project, pull a few open-source libraries, and realize you’re dealing with five different standards for doing the exact same thing. Each one works in its own little w… --- ## [The Watch That Nobody Could Prove Was Real](https://atlas.discourse.group/t/the-watch-that-nobody-could-prove-was-real/1130)
**Author:** [@Hamzeyto](https://atlas.discourse.group/u/Hamzeyto)\ **Replies:** 0\ **Last updated:** [November 3, 2025, 2:10am UTC](https://atlas.discourse.group/t/the-watch-that-nobody-could-prove-was-real/1130 "2025-11-03T02:10:45Z")
When Tunde bought the silver Omega watch, it wasn’t about showing off. It was a gift to himself after five years of hard work. The price was fair. The seller looked credible. The watch came with its original box. … --- ## [Explainer video on 0xintuition and its Use Case](https://atlas.discourse.group/t/explainer-video-on-0xintuition-and-its-use-case/1101)
**Author:** [@Lord\_Jasper5](https://atlas.discourse.group/u/Lord_Jasper5)\ **Replies:** 3\ **Last updated:** [November 2, 2025, 8:41am UTC](https://atlas.discourse.group/t/explainer-video-on-0xintuition-and-its-use-case/1101 "2025-11-02T08:41:08Z")
Introduction to 0xintuition I’ve always been fascinated by how much we rely on information we can’t verify. Every day, we scroll through feeds filled with opinions, facts, and AI-generated claims (do you know AI respons… --- ## [When AI Learns to Believe: Building Machine Trust with Intuition](https://atlas.discourse.group/t/when-ai-learns-to-believe-building-machine-trust-with-intuition/938)
**Author:** [@Dopewilly](https://atlas.discourse.group/u/Dopewilly)\ **Replies:** 7\ **Last updated:** [November 2, 2025, 3:55am UTC](https://atlas.discourse.group/t/when-ai-learns-to-believe-building-machine-trust-with-intuition/938 "2025-11-02T03:55:08Z")
When AI Learns to Believe: Building Machine Trust with Intuition Introduction: The Age of Autonomous Uncertainty Every day, new AI agents are born. They browse, buy, write, negotiate, and soon they will even vote, trade,… [Next page](https://atlas.discourse.group/c/ideas/25.md?page=1)