# 1. Ideas & Brainstorming **URL:** https://atlas.discourse.group/c/ideas/25.md?page=1 [Latest](https://atlas.discourse.group/latest.md) · [Categories](https://atlas.discourse.group/categories.md) · [Tags](https://atlas.discourse.group/tags.md) **Page:** 2 --- ## [My Submission ~Intuition Philosopher’s Lore Whitepaper](https://atlas.discourse.group/t/my-submission-intuition-philosopher-s-lore-whitepaper/1063)
**Author:** [@valeria\_6462](https://atlas.discourse.group/u/valeria_6462)\ **Replies:** 4\ **Last updated:** [November 1, 2025, 9:57am UTC](https://atlas.discourse.group/t/my-submission-intuition-philosopher-s-lore-whitepaper/1063 "2025-11-01T09:57:11Z")
Executive Summary There is a philosophical root to everything we know in life. While many philosophers attempted conceptually to structure how we know what we know, Intuition’s knowledge graph today has implemented a so… --- ## [4 Everyday Problems Intuition Can Fix](https://atlas.discourse.group/t/4-everyday-problems-intuition-can-fix/1121)
**Author:** [@dmitriy0976](https://atlas.discourse.group/u/dmitriy0976)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 11:23pm UTC](https://atlas.discourse.group/t/4-everyday-problems-intuition-can-fix/1121 "2025-10-31T23:23:38Z")
Below are four concrete problems and how Intuition’s Atoms + Triples model tackles them. 1. AI Hallucinations The problem: Large language models often “make up” facts because they’re trained on unverified, recycled web… --- ## [INTUITION: A case study in AI and knowledge systems](https://atlas.discourse.group/t/intuition-a-case-study-in-ai-and-knowledge-systems/1120)
**Author:** [@zaydecus](https://atlas.discourse.group/u/zaydecus)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 10:08pm UTC](https://atlas.discourse.group/t/intuition-a-case-study-in-ai-and-knowledge-systems/1120 "2025-10-31T22:08:30Z")
A case study in AI and knowledge systems --- ## [Beyond TurnItIn: Building Real Academic Value on Intuition’s Knowledge Graph](https://atlas.discourse.group/t/beyond-turnitin-building-real-academic-value-on-intuition-s-knowledge-graph/1096)
**Author:** [@w00ds](https://atlas.discourse.group/u/w00ds)\ **Replies:** 4\ **Last updated:** [October 31, 2025, 4:45pm UTC](https://atlas.discourse.group/t/beyond-turnitin-building-real-academic-value-on-intuition-s-knowledge-graph/1096 "2025-10-31T16:45:21Z")
Hello world! I’m excited to share my contest submission for Billy’s “final personal community giveaway pre $TRUST TGE” and I was genuinely passionate about creating this video. I’ve always been frustrated by how academi… --- ## [My Intuition poem titled '$TRUST is the future' for Billy's contest](https://atlas.discourse.group/t/my-intuition-poem-titled-trust-is-the-future-for-billys-contest/1113)
**Author:** [@favblackboy](https://atlas.discourse.group/u/favblackboy)\ **Replies:** 1\ **Last updated:** [October 31, 2025, 4:35pm UTC](https://atlas.discourse.group/t/my-intuition-poem-titled-trust-is-the-future-for-billys-contest/1113 "2025-10-31T16:35:46Z")
--- ## [Intuition- the native chain of infofi, powered by $TRUST](https://atlas.discourse.group/t/intuition-the-native-chain-of-infofi-powered-by-trust/1044)
**Author:** [@0xadewale](https://atlas.discourse.group/u/0xadewale)\ **Replies:** 1\ **Last updated:** [October 31, 2025, 4:33pm UTC](https://atlas.discourse.group/t/intuition-the-native-chain-of-infofi-powered-by-trust/1044 "2025-10-31T16:33:51Z")
--- ## [Intuition: your passport to a world of decentralized identity and onchain verifiable reputation](https://atlas.discourse.group/t/intuition-your-passport-to-a-world-of-decentralized-identity-and-onchain-verifiable-reputation/958)
**Author:** [@opzyogegt](https://atlas.discourse.group/u/opzyogegt)\ **Replies:** 3\ **Last updated:** [October 31, 2025, 11:10am UTC](https://atlas.discourse.group/t/intuition-your-passport-to-a-world-of-decentralized-identity-and-onchain-verifiable-reputation/958 "2025-10-31T11:10:37Z")
INTUITION: YOUR PASSPORT TO A WORLD OF DECENTRALIZED IDENTITY AND ONCHAIN-VERIFIABLE REPUTATION. Imagine a world where you are mandated to handover sensitive personal information to a centralized exchange for KYC before… --- ## [How intuition is rebuilding the trust the internet lost](https://atlas.discourse.group/t/how-intuition-is-rebuilding-the-trust-the-internet-lost/1000)
**Author:** [@missfifi](https://atlas.discourse.group/u/missfifi)\ **Replies:** 23\ **Last updated:** [October 31, 2025, 9:44am UTC](https://atlas.discourse.group/t/how-intuition-is-rebuilding-the-trust-the-internet-lost/1000 "2025-10-31T09:44:57Z")
Intuition has been one of the best things to happen to me on CT because of how community-driven the project is. The founder, Billy, and the entire team truly know what they’re building and the impact they’re creating. In… --- ## [The next layer of Trust](https://atlas.discourse.group/t/the-next-layer-of-trust/1108)
**Author:** [@obi](https://atlas.discourse.group/u/obi)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 9:10am UTC](https://atlas.discourse.group/t/the-next-layer-of-trust/1108 "2025-10-31T09:10:48Z")
The Next Layer of Trust: On-Chain Reputation with Intuition In the fast-evolving landscape of Web3, one of the most fundamental problems remains unsolved: trust. Not the kind that’s hardcoded into smart contracts, but t… --- ## [Verified By Truth. Verification and Fraud Protection Use Case](https://atlas.discourse.group/t/verified-by-truth-verification-and-fraud-protection-use-case/1107)
**Author:** [@\_Cryptobaby](https://atlas.discourse.group/u/_Cryptobaby)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 8:41am UTC](https://atlas.discourse.group/t/verified-by-truth-verification-and-fraud-protection-use-case/1107 "2025-10-31T08:41:04Z")
Verified By Truth. Verification and Fraud Protection Use Case I made a soulful R&B music about Intuition’s Verification & Fraud Protection use case. I titled it “Verified by Truth”. This beautiful piece explores what … --- ## [0xBito Intuition Usecase](https://atlas.discourse.group/t/0xbito-intuition-usecase/1103)
**Author:** [@prodigal1306](https://atlas.discourse.group/u/prodigal1306)\ **Replies:** 1\ **Last updated:** [October 31, 2025, 6:52am UTC](https://atlas.discourse.group/t/0xbito-intuition-usecase/1103 "2025-10-31T06:52:48Z")
Intuition Protocol: Building the Decentralized Trust Layer for AI and Web3 This blog dives into intuition primary use case: establishing a decentralized, token-curated trust graph that makes information verifiable, credi… --- ## [Live Contract Risk Scoring with Intuition](https://atlas.discourse.group/t/live-contract-risk-scoring-with-intuition/989)
**Author:** [@pgmi](https://atlas.discourse.group/u/pgmi)\ **Replies:** 8\ **Last updated:** [October 31, 2025, 6:29am UTC](https://atlas.discourse.group/t/live-contract-risk-scoring-with-intuition/989 "2025-10-31T06:29:16Z")
Security happens to be a topic i have highlighted in a number of ways previously, so I’d make sure not to sound like a broken cymbal. Web3 contract security is fundamentally broken with billions lost every year to explo… --- ## [This deep dive explores how @0xIntuition can enable decentralized identity and trust networks a framework where individuals and organizations verify relationships, credentials, and experiences without centralized intermediaries](https://atlas.discourse.group/t/this-deep-dive-explores-how-0xintuition-can-enable-decentralized-identity-and-trust-networks-a-framework-where-individuals-and-organizations-verify-relationships-credentials-and-experiences-without-centralized-intermediaries/1104)
**Author:** [@lawrenceab](https://atlas.discourse.group/u/lawrenceab)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 2:37am UTC](https://atlas.discourse.group/t/this-deep-dive-explores-how-0xintuition-can-enable-decentralized-identity-and-trust-networks-a-framework-where-individuals-and-organizations-verify-relationships-credentials-and-experiences-without-centralized-intermediaries/1104 "2025-10-31T02:37:21Z")
Redefining Trust: How Intuition Enables Decentralized Identity and Human-Verified Relationships ​Abstract: Redefining Trust ​Current Web3 identity is fragmented, pseudonymous, and lacks verifiable context, forcing reli… --- ## [Reputation Without the Noise](https://atlas.discourse.group/t/reputation-without-the-noise/1092)
**Author:** [@Philey](https://atlas.discourse.group/u/Philey)\ **Replies:** 2\ **Last updated:** [October 31, 2025, 1:46am UTC](https://atlas.discourse.group/t/reputation-without-the-noise/1092 "2025-10-31T01:46:09Z")
Let’s be honest trust on the internet is broken. People fake reviews, lie on résumés, and hype projects they barely understand. That’s where Intuition comes in, a new blockchain protocol that helps people, AI agents, a… --- ## [My Usecase For Billy's Contest](https://atlas.discourse.group/t/my-usecase-for-billys-contest/1079)
**Author:** [@sapaman](https://atlas.discourse.group/u/sapaman)\ **Replies:** 7\ **Last updated:** [October 31, 2025, 1:40am UTC](https://atlas.discourse.group/t/my-usecase-for-billys-contest/1079 "2025-10-31T01:40:55Z")
The Internet Made Finding Jobs Harder, Intuition Might Finally Fix It I’m pretty sure that at one point in our lives, most of us have been on LinkedIn or some job site, scrolling endlessly, sending out application after… --- ## [Courta – Portable Reputation for Padel via Intuition](https://atlas.discourse.group/t/courta-portable-reputation-for-padel-via-intuition/1068)
**Author:** [@leks1313](https://atlas.discourse.group/u/leks1313)\ **Replies:** 5\ **Last updated:** [October 31, 2025, 1:31am UTC](https://atlas.discourse.group/t/courta-portable-reputation-for-padel-via-intuition/1068 "2025-10-31T01:31:46Z")
Padel’s explosive global growth faces a hidden roadblock: players, clubs, and coaches are trapped in fragmented reputation systems. Ratings are stuck inside proprietary apps that don’t talk to each other, and each time a… --- ## [My intuition top use case](https://atlas.discourse.group/t/my-intuition-top-use-case/1077)
**Author:** [@yungphil5492](https://atlas.discourse.group/u/yungphil5492)\ **Replies:** 2\ **Last updated:** [October 30, 2025, 10:45pm UTC](https://atlas.discourse.group/t/my-intuition-top-use-case/1077 "2025-10-30T22:45:37Z")
Intuition An In-Depth Exploration of Decentralized Identity Authentication with Intuition In the rapidly evolving world of Web3, trust is both a challenge and an opportunity. Intuition, a decentralized protocol for … --- ## [My Intuition Usecase entry for Billy contest](https://atlas.discourse.group/t/my-intuition-usecase-entry-for-billy-contest/1100)
**Author:** [@shabzy202](https://atlas.discourse.group/u/shabzy202)\ **Replies:** 0\ **Last updated:** [October 30, 2025, 10:42pm UTC](https://atlas.discourse.group/t/my-intuition-usecase-entry-for-billy-contest/1100 "2025-10-30T22:42:58Z")
My Builder Journey as Intuition Usecase --- ## [Intuition entry for billy giveaway](https://atlas.discourse.group/t/intuition-entry-for-billy-giveaway/1098)
**Author:** [@yungphil5492](https://atlas.discourse.group/u/yungphil5492)\ **Replies:** 1\ **Last updated:** [October 30, 2025, 9:32pm UTC](https://atlas.discourse.group/t/intuition-entry-for-billy-giveaway/1098 "2025-10-30T21:32:09Z")
gTrust, with respect to use cases, i thought about making a video. here is a link also an article concerning intuition i wrote, enjoy --- ## [Intuition Use case: Community as a Foundational use case of Intuition](https://atlas.discourse.group/t/intuition-use-case-community-as-a-foundational-use-case-of-intuition/1099)
**Author:** [@cryptohomie01](https://atlas.discourse.group/u/cryptohomie01)\ **Replies:** 0\ **Last updated:** [October 30, 2025, 9:31pm UTC](https://atlas.discourse.group/t/intuition-use-case-community-as-a-foundational-use-case-of-intuition/1099 "2025-10-30T21:31:46Z")
Among all the use cases of Intuition, Community is foundational. Community is the heartbeat of Intuition, where trust, reputation, and shared meaning come alive. This song is a tribute to that, to the people who make I… --- ## [TrustGraph for Tech Education Onboarding](https://atlas.discourse.group/t/trustgraph-for-tech-education-onboarding/993)
**Author:** [@cryptoqueen0811](https://atlas.discourse.group/u/cryptoqueen0811)\ **Replies:** 2\ **Last updated:** [October 30, 2025, 9:26pm UTC](https://atlas.discourse.group/t/trustgraph-for-tech-education-onboarding/993 "2025-10-30T21:26:58Z")
1. Introduction As tech education expands, many young learners, especially secondary school students, struggle to prove their skills and growth beyond certificates or grades. Soft skills like creativity, curiosity, a… --- ## [From Noise to Trust - Intuition Use Cases](https://atlas.discourse.group/t/from-noise-to-trust-intuition-use-cases/1095)
**Author:** [@jade\_m13](https://atlas.discourse.group/u/jade_m13)\ **Replies:** 0\ **Last updated:** [October 30, 2025, 3:41pm UTC](https://atlas.discourse.group/t/from-noise-to-trust-intuition-use-cases/1095 "2025-10-30T15:41:04Z")
Debates appear. They vanish. Noise wins. Nothing learns. What if every argument became a lasting signal instead of disappearing? Prototype :backhand\_index\_pointing\_down: --- ## [Billy's Contest: My Best Intuition Use Case - Data Ownership and Monetization(Song)](https://atlas.discourse.group/t/billys-contest-my-best-intuition-use-case-data-ownership-and-monetization-song/1067)
**Author:** [@kryptonwest](https://atlas.discourse.group/u/kryptonwest)\ **Replies:** 2\ **Last updated:** [October 30, 2025, 2:38pm UTC](https://atlas.discourse.group/t/billys-contest-my-best-intuition-use-case-data-ownership-and-monetization-song/1067 "2025-10-30T14:38:34Z")
For Billy’s Contest, I am launching my debut song Had to tap into my artistic side to pull this song together plus days of mixing on my mini studio :sweat\_smile:. Now imagine your personal data like this song — somethi… --- ## [My Submission for Billy’s Contest](https://atlas.discourse.group/t/my-submission-for-billy-s-contest/1070)
**Author:** [@wolfgang](https://atlas.discourse.group/u/wolfgang)\ **Replies:** 9\ **Last updated:** [October 30, 2025, 2:13pm UTC](https://atlas.discourse.group/t/my-submission-for-billy-s-contest/1070 "2025-10-30T14:13:51Z")
We live in a world flooded with noise. Lies spread faster than truth, and even “truth” itself is often owned, edited, or controlled. We deserve something better. We deserve a way to verify what’s real. A system we can… --- ## [Made a short video about knowledge graph by intuition for billy's contest](https://atlas.discourse.group/t/made-a-short-video-about-knowledge-graph-by-intuition-for-billys-contest/1093)
**Author:** [@0x\_unfettered](https://atlas.discourse.group/u/0x_unfettered)\ **Replies:** 0\ **Last updated:** [October 30, 2025, 2:08pm UTC](https://atlas.discourse.group/t/made-a-short-video-about-knowledge-graph-by-intuition-for-billys-contest/1093 "2025-10-30T14:08:16Z")
Did a short video on Knowledge Graph https://x.com/Olaniyi\_xoxo/status/1983872444843634969?t=vnsivH8RXPLrGWse0M8-LQ&s=19 --- ## [My intuition usecase](https://atlas.discourse.group/t/my-intuition-usecase/1091)
**Author:** [@frinzy1](https://atlas.discourse.group/u/frinzy1)\ **Replies:** 1\ **Last updated:** [October 30, 2025, 1:52pm UTC](https://atlas.discourse.group/t/my-intuition-usecase/1091 "2025-10-30T13:52:03Z")
Future of product reviews and market place --- ## [“ @0xIntuition as a place where raw data is stored and shaped](https://atlas.discourse.group/t/0xintuition-as-a-place-where-raw-data-is-stored-and-shaped/1058)
**Author:** [@sabbath7925](https://atlas.discourse.group/u/sabbath7925)\ **Replies:** 2\ **Last updated:** [October 30, 2025, 12:58pm UTC](https://atlas.discourse.group/t/0xintuition-as-a-place-where-raw-data-is-stored-and-shaped/1058 "2025-10-30T12:58:05Z")
--- ## [The Developer Who Owned Her Story: How Intuition Is Redefining Credentials](https://atlas.discourse.group/t/the-developer-who-owned-her-story-how-intuition-is-redefining-credentials/1039)
**Author:** [@Hamzeyto](https://atlas.discourse.group/u/Hamzeyto)\ **Replies:** 4\ **Last updated:** [October 30, 2025, 12:11pm UTC](https://atlas.discourse.group/t/the-developer-who-owned-her-story-how-intuition-is-redefining-credentials/1039 "2025-10-30T12:11:16Z")
Aisha was a quiet genius. She had been building software since she was a teenager, but she didn’t have a big online following or fancy degree. What she did have were years of solid work, helping early DeFi projects patc… --- ## [Web3 Clarity Before Clicks: Introducing the Trust Card](https://atlas.discourse.group/t/web3-clarity-before-clicks-introducing-the-trust-card/1090)
**Author:** [@Testy\_100](https://atlas.discourse.group/u/Testy_100)\ **Replies:** 0\ **Last updated:** [October 30, 2025, 11:54am UTC](https://atlas.discourse.group/t/web3-clarity-before-clicks-introducing-the-trust-card/1090 "2025-10-30T11:54:43Z")
--- ## [Oluwatammie usecase submission](https://atlas.discourse.group/t/oluwatammie-usecase-submission/956)
**Author:** [@oluwatammie](https://atlas.discourse.group/u/oluwatammie)\ **Replies:** 6\ **Last updated:** [October 30, 2025, 8:51am UTC](https://atlas.discourse.group/t/oluwatammie-usecase-submission/956 "2025-10-30T08:51:51Z")
This isn’t just a breakdown or a song of @0xIntuition but it’s a reflection of what intuition truly means to me. I hope it resonates with everyone. G $TRUST [Previous page](https://atlas.discourse.group/c/ideas/25.md) [Next page](https://atlas.discourse.group/c/ideas/25.md?page=2)