# \#knowledge-graphs **URL:** https://atlas.discourse.group/tag/knowledge-graphs/5.md [Latest](https://atlas.discourse.group/latest.md) · [Categories](https://atlas.discourse.group/categories.md) · [Tags](https://atlas.discourse.group/tags.md) --- ## [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… --- ## [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… --- ## [Atom Classification & Enrichment (Intuition Improvement Proposal)](https://atlas.discourse.group/t/atom-classification-enrichment-intuition-improvement-proposal/1230)
**Author:** [@kames\_intuition](https://atlas.discourse.group/u/kames_intuition)\ **Replies:** 9\ **Last updated:** [April 24, 2026, 8:56am UTC](https://atlas.discourse.group/t/atom-classification-enrichment-intuition-improvement-proposal/1230 "2026-04-24T08:56:41Z")
IIP-1: Onchain Atom Classification and Offchain Enrichment To scale Intuition, a global onchain social knowledge graph, we need to expand upon the “things” we can contextualize and reason about. I am proposing new Atom … --- ## [Article review](https://atlas.discourse.group/t/article-review/1240)
**Author:** [@pixie](https://atlas.discourse.group/u/pixie)\ **Replies:** 0\ **Last updated:** [March 7, 2026, 8:42pm UTC](https://atlas.discourse.group/t/article-review/1240 "2026-03-07T20:42:01Z")
Hey intuits, just published an article on the dangers of bots and AI in the social media space and how it is altering peoples opinions Give it a read and let me know what you think! Cheers! https://medium.com/@yinxiepi… --- ## [Grants Intuition Trust Card](https://atlas.discourse.group/t/grants-intuition-trust-card/1185)
**Author:** [@istarengwa](https://atlas.discourse.group/u/istarengwa)\ **Replies:** 2\ **Last updated:** [December 12, 2025, 7:06pm UTC](https://atlas.discourse.group/t/grants-intuition-trust-card/1185 "2025-12-12T19:06:41Z")
Trust Card -– 1. Applicant & Project Overview Project Name TrustCard Team / Individual Name(s) Jade Michel Florian Van Camp Kiara Lacambre Cheyenne LeFranc Nora Vergoz Melody Stephen Lilian Muller Jérémie Olivier -– … --- ## [Signal-Finder Grant Application](https://atlas.discourse.group/t/signal-finder-grant-application/1197)
**Author:** [@alast0r\_blok](https://atlas.discourse.group/u/alast0r_blok)\ **Replies:** 0\ **Last updated:** [December 5, 2025, 11:22pm UTC](https://atlas.discourse.group/t/signal-finder-grant-application/1197 "2025-12-05T23:22:19Z")
Disclaimer: I used AI for rephrasing complex concepts and area where I had no clue of what was the standards 1. Applicant & Project Overview Project Name: Signal-Finder Team / Individual Name(s): Maxime Blanc (solo co… --- ## [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… --- ## [Universal Trust Coherence Engine (UTCE): Cross-Graph Consistency, Semantic Alignment & Trust Calibration Framework for Intuition](https://atlas.discourse.group/t/universal-trust-coherence-engine-utce-cross-graph-consistency-semantic-alignment-trust-calibration-framework-for-intuition/1158)
**Author:** [@liloila](https://atlas.discourse.group/u/liloila)\ **Replies:** 0\ **Last updated:** [November 28, 2025, 6:10pm UTC](https://atlas.discourse.group/t/universal-trust-coherence-engine-utce-cross-graph-consistency-semantic-alignment-trust-calibration-framework-for-intuition/1158 "2025-11-28T18:10:36Z")
Universal Trust Coherence Engine (UTCE): A Framework for Cross-Graph Consistency, Semantic Alignment & Trust Calibration on Intuition Overview As Intuition evolves into a global trust coordination layer, the ecosystem fa… --- ## [Intuition Insight Navigator (AI-Powered Trust Graph Exploration & Pattern Discovery Tool)](https://atlas.discourse.group/t/intuition-insight-navigator-ai-powered-trust-graph-exploration-pattern-discovery-tool/1157)
**Author:** [@liloila](https://atlas.discourse.group/u/liloila)\ **Replies:** 0\ **Last updated:** [November 28, 2025, 6:06pm UTC](https://atlas.discourse.group/t/intuition-insight-navigator-ai-powered-trust-graph-exploration-pattern-discovery-tool/1157 "2025-11-28T18:06:30Z")
Intuition Insight Navigator (AI-Powered Trust Graph Exploration & Pattern Discovery Tool) Overview As the Intuition ecosystem grows, the volume of trust signals, claims, relations, tag interactions and staking events i… --- ## [AI Claim Builder Assistant for Intuition (Adaptive Semantic Reasoning Engine)](https://atlas.discourse.group/t/ai-claim-builder-assistant-for-intuition-adaptive-semantic-reasoning-engine/1153)
**Author:** [@konstantinos1994](https://atlas.discourse.group/u/konstantinos1994)\ **Replies:** 0\ **Last updated:** [November 28, 2025, 5:19pm UTC](https://atlas.discourse.group/t/ai-claim-builder-assistant-for-intuition-adaptive-semantic-reasoning-engine/1153 "2025-11-28T17:19:01Z")
AI Claim Builder Assistant for Intuition (Adaptive Semantic Reasoning Engine) Overview As the Intuition ecosystem scales, one of the biggest challenges is maintaining accuracy, consistency, and semantic clarity in identi… --- ## [Smart Trust Reputation Engine for Intuition (AI-powered)](https://atlas.discourse.group/t/smart-trust-reputation-engine-for-intuition-ai-powered/1152)
**Author:** [@konstantinos1994](https://atlas.discourse.group/u/konstantinos1994)\ **Replies:** 0\ **Last updated:** [November 28, 2025, 5:10pm UTC](https://atlas.discourse.group/t/smart-trust-reputation-engine-for-intuition-ai-powered/1152 "2025-11-28T17:10:54Z")
Smart Trust Reputation Engine for Intuition (AI-powered) Overview As Intuition transitions into its Mainnet phase and the Ecosystem Instantiation Initiative reaches its conclusion, a major opportunity emerges around on… --- ## [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… --- ## [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,… --- ## [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 --- ## [Intuition usecase](https://atlas.discourse.group/t/intuition-usecase/1114)
**Author:** [@louisdgreat](https://atlas.discourse.group/u/louisdgreat)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 4:30pm UTC](https://atlas.discourse.group/t/intuition-usecase/1114 "2025-10-31T16:30:54Z")
Submission https://x.com/louis\_d\_great/status/1984296483751862557 --- ## [My take on how crypto empowers agentic ai](https://atlas.discourse.group/t/my-take-on-how-crypto-empowers-agentic-ai/1110)
**Author:** [@missfifi](https://atlas.discourse.group/u/missfifi)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 10:18am UTC](https://atlas.discourse.group/t/my-take-on-how-crypto-empowers-agentic-ai/1110 "2025-10-31T10:18:03Z")
So my X is down for a bit and I can’t post for 24 hours But I really wanted to share this thought… yesterday , I saw a notification that Sir @billy would be speaking at WenAltSeason, and the topic caught my attention. … --- ## [The Universe Of Intuition](https://atlas.discourse.group/t/the-universe-of-intuition/1105)
**Author:** [@neural\_byte06](https://atlas.discourse.group/u/neural_byte06)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 6:45am UTC](https://atlas.discourse.group/t/the-universe-of-intuition/1105 "2025-10-31T06:45:56Z")
Here is my submission for this amazing contest. It was a bit of a last-minute rush, as I couldn’t get everything I needed at my disposal, so I had to switch ideas. Many people are aware of the project called Intuition,… --- ## [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… --- ## [Reputation-as-Collateral. The most human use case in web3](https://atlas.discourse.group/t/reputation-as-collateral-the-most-human-use-case-in-web3/1082)
**Author:** [@dreyville](https://atlas.discourse.group/u/dreyville)\ **Replies:** 1\ **Last updated:** [October 29, 2025, 9:43pm UTC](https://atlas.discourse.group/t/reputation-as-collateral-the-most-human-use-case-in-web3/1082 "2025-10-29T21:43:23Z")
Here’s my entry for the community giveaway. • The Internet Flattened Everything - Including $Trust The internet made everyone visible, but it made no one verifiable. Anyone can launch a project, write a thread or clai… --- ## [Intuition: A deep dive into my exploration of my top use case](https://atlas.discourse.group/t/intuition-a-deep-dive-into-my-exploration-of-my-top-use-case/908)
**Author:** [@pearlyy5939](https://atlas.discourse.group/u/pearlyy5939)\ **Replies:** 5\ **Last updated:** [October 29, 2025, 5:34pm UTC](https://atlas.discourse.group/t/intuition-a-deep-dive-into-my-exploration-of-my-top-use-case/908 "2025-10-29T17:34:20Z")
What is Intuition? Let me explain it like you’re a 10-year-old using these key points: - It is a decentralized knowledge and reputation graph for Web3. - It focuses on improving trust and decision-making. - It uses c… --- ## [A Comprehensive deep dive into Claims and Atoms within the Intuition ecosystem](https://atlas.discourse.group/t/a-comprehensive-deep-dive-into-claims-and-atoms-within-the-intuition-ecosystem/903)
**Author:** [@bovfx](https://atlas.discourse.group/u/bovfx)\ **Replies:** 10\ **Last updated:** [October 29, 2025, 8:09am UTC](https://atlas.discourse.group/t/a-comprehensive-deep-dive-into-claims-and-atoms-within-the-intuition-ecosystem/903 "2025-10-29T08:09:22Z")
A Comprehensive deep dive into Claims and Atoms within the Intuition ecosystem: ATOMS - The Foundation Blocks- Atoms are decentralized digital identifiers assigned to every entity in Intuition Purpose They funct… --- ## [Solving the Problem of Trust in Meme coin Trading using the Intuition Graph](https://atlas.discourse.group/t/solving-the-problem-of-trust-in-meme-coin-trading-using-the-intuition-graph/1037)
**Author:** [@u4believe](https://atlas.discourse.group/u/u4believe)\ **Replies:** 1\ **Last updated:** [October 27, 2025, 11:49pm UTC](https://atlas.discourse.group/t/solving-the-problem-of-trust-in-meme-coin-trading-using-the-intuition-graph/1037 "2025-10-27T23:49:11Z")
The meme coin market thrives on creativity but suffers from chaos. Platforms like PUMP.fun allow anyone to create tokens, leading to a flood of duplicate or scam coins that confuse traders and dilute value. On traditiona… --- ## [Trust Beyond Borders: Rebuilding Digital Reputation with Intuition](https://atlas.discourse.group/t/trust-beyond-borders-rebuilding-digital-reputation-with-intuition/1041)
**Author:** [@dnd\_05](https://atlas.discourse.group/u/dnd_05)\ **Replies:** 1\ **Last updated:** [October 26, 2025, 10:14pm UTC](https://atlas.discourse.group/t/trust-beyond-borders-rebuilding-digital-reputation-with-intuition/1041 "2025-10-26T22:14:48Z")
“Trust Beyond Borders” is a story about digital bias, broken trust, and the need for verifiable reputation online. It highlights how talented Africans continue to lose remote job opportunities due to location-based preju… --- ## [Building the Global Graph of Trust](https://atlas.discourse.group/t/building-the-global-graph-of-trust/1014)
**Author:** [@krisxyz](https://atlas.discourse.group/u/krisxyz)\ **Replies:** 0\ **Last updated:** [October 23, 2025, 2:02am UTC](https://atlas.discourse.group/t/building-the-global-graph-of-trust/1014 "2025-10-23T02:02:43Z")
Every time I move to a new platform, my reputation resets to zero. Likes don’t prove trust. Views don’t build reputation. Algorithms don’t care about authenticity. What if trust could move with you? What if y… --- ## [Rebuilding Trust in the Age of AI: A Deep Dive into Intuition](https://atlas.discourse.group/t/rebuilding-trust-in-the-age-of-ai-a-deep-dive-into-intuition/1006)
**Author:** [@mark\_emcee](https://atlas.discourse.group/u/mark_emcee)\ **Replies:** 4\ **Last updated:** [October 22, 2025, 6:51pm UTC](https://atlas.discourse.group/t/rebuilding-trust-in-the-age-of-ai-a-deep-dive-into-intuition/1006 "2025-10-22T18:51:42Z")
How Intuition is weaving a verifiable layer of credibility into the fabric of the internet. https://medium.com/@i2playy/rebuilding-trust-in-the-age-of-ai-a-deep-dive-into-intuition-a62204bd090b!\[AI\_Generated\_Image\_202… --- ## [Reputation 2.0 — Redefining Reviews Through Intuition](https://atlas.discourse.group/t/reputation-2-0-redefining-reviews-through-intuition/959)
**Author:** [@phresh007](https://atlas.discourse.group/u/phresh007)\ **Replies:** 2\ **Last updated:** [October 22, 2025, 6:13pm UTC](https://atlas.discourse.group/t/reputation-2-0-redefining-reviews-through-intuition/959 "2025-10-22T18:13:20Z")
Exploring one of the most powerful use cases in the Intuition ecosystem: Decentralized Reputation. Press enter or click to view image in full size In Web3, trust is everything — yet it’s also one of the hardest thing… --- ## [Memory Web For AI Agents](https://atlas.discourse.group/t/memory-web-for-ai-agents/991)
**Author:** [@audaa\_99898](https://atlas.discourse.group/u/audaa_99898)\ **Replies:** 0\ **Last updated:** [October 20, 2025, 12:03pm UTC](https://atlas.discourse.group/t/memory-web-for-ai-agents/991 "2025-10-20T12:03:21Z")
Conceptual Intuition Use case Memory Web For AI Agents imagine a world where every ai agent doesn’t just process data it remembers each interaction, observation and outcome is written directly onto intuition as stru… --- ## [ENTRY FOR USECASE ( How intuition can fix the test problem in DAOS](https://atlas.discourse.group/t/entry-for-usecase-how-intuition-can-fix-the-test-problem-in-daos/965)
**Author:** [@gbemzy](https://atlas.discourse.group/u/gbemzy)\ **Replies:** 0\ **Last updated:** [October 16, 2025, 11:40am UTC](https://atlas.discourse.group/t/entry-for-usecase-how-intuition-can-fix-the-test-problem-in-daos/965 "2025-10-16T11:40:23Z")
I’ve seen DAOs fail, even when the ideas were strong. The problem was never coordination, it was trust. People joined with energy and ideas, but when it came to decisions, token-weighted votes took over. Those who built … --- ## [A non negotiable intution use case](https://atlas.discourse.group/t/a-non-negotiable-intution-use-case/957)
**Author:** [@generalsalome](https://atlas.discourse.group/u/generalsalome)\ **Replies:** 0\ **Last updated:** [October 16, 2025, 1:18am UTC](https://atlas.discourse.group/t/a-non-negotiable-intution-use-case/957 "2025-10-16T01:18:10Z")
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