{ "schema_version": 1, "id": "2066060455806640293", "url": "https://x.com/PostAurum/status/2066060455806640293", "generated_at": "2026-10-15T09:54:54.271525+00:00", "used_by": [ "SRC-COM14-2066060455806640293", "community" ], "post": { "id": "2066060455806640293", "url": "https://x.com/PostAurum/status/2066060455806640293", "author": "PostAurum", "author_name": "PostAurum", "published_at": "Sun Jun 14 07:29:32 +0000 2026", "text": "The water of the frog pond begins to move.\nMy take here.\n\nI went looking into the patent question. Here's what I found.\n\nUS Patent 2023/0409979 A1. Filed May 2022. Assignee: RIBBIT Inc. Title: Machine Learning-Based Graph Analytics for User Evaluation.\n\nThe system works like this. A Reputation Platform receives a request from a third party. It traverses a graph datastore where transaction nodes are connected by identification edges. It generates a feature vector from the relevant subgraph. It returns a set of reputation metrics. Two actors, two flows. Figure 5A is the verification provider side. Figure 5B is the consuming client side.\n\nNow... \n\nERC-8126 went Final this week. It's the standardized verification framework for AI agents. Verification providers resolve agent metadata, perform assessments, publish portable attestations. Consuming applications request those attestations to decide whether to interact or not. \n\nFigure 5A= ERC-8126. Figure 5B= ERC-8196.\n\nStructurally identical. Not just \"well it kinda looks like the same concept\". 🐸 \n\nBut hey... RIBBIT Inc. is not @RibbitCapital, right?\n\nIt's a banking data company out of Oxford, Ohio. Formed in 2020 from the merger of Cash Flow Solutions and Transact Science.\n\nOk, so what? \n\nMissionOG invested in ValidiFI. \n\nRIBBIT Inc. acquired ValidiFI in May 2023, same month the patent was filed.\n\nHere's the thing... \n\nGene Lockhart is Chairman Emeritus of MissionOG. He co-invested with Micky Malka in Fuze Network. He served on the NuBank board. NuBank is Ribbit Capital.\n\nSo, we have a documented social graph with a node connecting two ecosystems that are not supposed to be connected.\n\nNow look at what @ribbita2012 was posting (see @Altcoinist below). \n\nAugust 2025: every business is both a node and a neuron, learning from the flows it carries. \n\nNovember 2025: agents learn from the risk graph, logs keep feeding the trust flywheel at the edges. \n\nJanuary 2026: every holder is a node, every transaction a connection.\n\nThe agent was narrating this architecture while the standard was still being written.\n\nTwo possible explanations. Coincidence or Knowledge transfer? \nRIBBIT Inc published everything openly, whoever built Ribbita read it. \n\nThe IP for what the world just standardized this week was filed two years ago by a company called RIBBIT. The agent was narrating the architecture while the standard was still being written. The social graph connecting the two ecosystems runs through the same people who built the fintech infrastructure this all sits on top of. \n\nMake of that what you will.\n\n🐸 AD MAIORA, $TIBBIR! 🌊", "article": {}, "children": [ { "id": "2065693936924962912", "relationship": "quoted-post" } ], "image_urls": [ "https://pbs.twimg.com/profile_images/2076605910118449153/XKiQGg_l_200x200.jpg" ], "has_video": false, "video_urls": [], "text_status": "captured", "provider": "public-intermediary" }, "children": [ { "id": "2065693936924962912", "relationship": "quoted-post" } ], "images": [ { "url": "https://pbs.twimg.com/profile_images/2076605910118449153/XKiQGg_l_200x200.jpg", "status": "saved", "path": "sources/post-backups/media/75a4baa60cfc7ff00f3e2c022f1713d65b195258707371fd40c576255b4af785.jpg", "sha256": "75a4baa60cfc7ff00f3e2c022f1713d65b195258707371fd40c576255b4af785", "bytes": 12170, "retrieved_at": "2026-10-15T09:50:58.097818+00:00" } ], "referenced_by": [], "provenance": { "path": "sources/community-deep-dive-2026-10-14/fx-2066060455806640293.json", "sha256": "a59585d15be3206b506d692e6e8011b01ad4230d841db98894768909baac9250", "retrieved_at": null }, "raw_post": { "url": "https://x.com/PostAurum/status/2066060455806640293", "id": "2066060455806640293", "text": "The water of the frog pond begins to move.\nMy take here.\n\nI went looking into the patent question. Here's what I found.\n\nUS Patent 2023/0409979 A1. Filed May 2022. Assignee: RIBBIT Inc. Title: Machine Learning-Based Graph Analytics for User Evaluation.\n\nThe system works like this. A Reputation Platform receives a request from a third party. It traverses a graph datastore where transaction nodes are connected by identification edges. It generates a feature vector from the relevant subgraph. It returns a set of reputation metrics. Two actors, two flows. Figure 5A is the verification provider side. Figure 5B is the consuming client side.\n\nNow... \n\nERC-8126 went Final this week. It's the standardized verification framework for AI agents. Verification providers resolve agent metadata, perform assessments, publish portable attestations. Consuming applications request those attestations to decide whether to interact or not. \n\nFigure 5A= ERC-8126. Figure 5B= ERC-8196.\n\nStructurally identical. Not just \"well it kinda looks like the same concept\". 🐸 \n\nBut hey... RIBBIT Inc. is not @RibbitCapital, right?\n\nIt's a banking data company out of Oxford, Ohio. Formed in 2020 from the merger of Cash Flow Solutions and Transact Science.\n\nOk, so what? \n\nMissionOG invested in ValidiFI. \n\nRIBBIT Inc. acquired ValidiFI in May 2023, same month the patent was filed.\n\nHere's the thing... \n\nGene Lockhart is Chairman Emeritus of MissionOG. He co-invested with Micky Malka in Fuze Network. He served on the NuBank board. NuBank is Ribbit Capital.\n\nSo, we have a documented social graph with a node connecting two ecosystems that are not supposed to be connected.\n\nNow look at what @ribbita2012 was posting (see @Altcoinist below). \n\nAugust 2025: every business is both a node and a neuron, learning from the flows it carries. \n\nNovember 2025: agents learn from the risk graph, logs keep feeding the trust flywheel at the edges. \n\nJanuary 2026: every holder is a node, every transaction a connection.\n\nThe agent was narrating this architecture while the standard was still being written.\n\nTwo possible explanations. Coincidence or Knowledge transfer? \nRIBBIT Inc published everything openly, whoever built Ribbita read it. \n\nThe IP for what the world just standardized this week was filed two years ago by a company called RIBBIT. The agent was narrating the architecture while the standard was still being written. The social graph connecting the two ecosystems runs through the same people who built the fintech infrastructure this all sits on top of. \n\nMake of that what you will.\n\n🐸 AD MAIORA, $TIBBIR! 🌊", "raw_text": { "text": "The water of the frog pond begins to move.\nMy take here.\n\nI went looking into the patent question. Here's what I found.\n\nUS Patent 2023/0409979 A1. Filed May 2022. Assignee: RIBBIT Inc. Title: Machine Learning-Based Graph Analytics for User Evaluation.\n\nThe system works like this. A Reputation Platform receives a request from a third party. It traverses a graph datastore where transaction nodes are connected by identification edges. It generates a feature vector from the relevant subgraph. It returns a set of reputation metrics. Two actors, two flows. Figure 5A is the verification provider side. Figure 5B is the consuming client side.\n\nNow... \n\nERC-8126 went Final this week. It's the standardized verification framework for AI agents. Verification providers resolve agent metadata, perform assessments, publish portable attestations. Consuming applications request those attestations to decide whether to interact or not. \n\nFigure 5A= ERC-8126. Figure 5B= ERC-8196.\n\nStructurally identical. Not just \"well it kinda looks like the same concept\". 🐸 \n\nBut hey... RIBBIT Inc. is not @RibbitCapital, right?\n\nIt's a banking data company out of Oxford, Ohio. Formed in 2020 from the merger of Cash Flow Solutions and Transact Science.\n\nOk, so what? \n\nMissionOG invested in ValidiFI. \n\nRIBBIT Inc. acquired ValidiFI in May 2023, same month the patent was filed.\n\nHere's the thing... \n\nGene Lockhart is Chairman Emeritus of MissionOG. He co-invested with Micky Malka in Fuze Network. He served on the NuBank board. NuBank is Ribbit Capital.\n\nSo, we have a documented social graph with a node connecting two ecosystems that are not supposed to be connected.\n\nNow look at what @ribbita2012 was posting (see @Altcoinist below). \n\nAugust 2025: every business is both a node and a neuron, learning from the flows it carries. \n\nNovember 2025: agents learn from the risk graph, logs keep feeding the trust flywheel at the edges. \n\nJanuary 2026: every holder is a node, every transaction a connection.\n\nThe agent was narrating this architecture while the standard was still being written.\n\nTwo possible explanations. Coincidence or Knowledge transfer? \nRIBBIT Inc published everything openly, whoever built Ribbita read it. \n\nThe IP for what the world just standardized this week was filed two years ago by a company called RIBBIT. The agent was narrating the architecture while the standard was still being written. The social graph connecting the two ecosystems runs through the same people who built the fintech infrastructure this all sits on top of. \n\nMake of that what you will.\n\n🐸 AD MAIORA, $TIBBIR! 🌊", "display_text_range": [ 0, 2604 ], "facets": [ { "type": "mention", "indices": [ 1088, 1102 ], "original": "RibbitCapital", "id": "2258316660" }, { "type": "mention", "indices": [ 1675, 1687 ], "original": "ribbita2012", "id": "1878177697215725569" }, { "type": "mention", "indices": [ 1705, 1716 ], "original": "Altcoinist", "id": "1597986625384062982" }, { "type": "symbol", "indices": [ 2591, 2598 ], "original": "TIBBIR" } ] }, "author": { "screen_name": "PostAurum", "url": "https://x.com/PostAurum", "id": "1279038235973505026", "followers": 2581, "following": 1092, "likes": 39693, "media_count": 1597, "name": "PostAurum", "description": "Following the evidence where hidden architectures emerge.\nFreedom. Prosperity. Civilization.\nBefore consensus.\n\nSovereign minds only. \nNFA", "raw_description": { "text": "Following the evidence where hidden architectures emerge.\nFreedom. Prosperity. Civilization.\nBefore consensus.\n\nSovereign minds only. \nNFA", "facets": [] }, "location": "", "banner_url": "https://pbs.twimg.com/profile_banners/1279038235973505026/1783921337", "avatar_url": "https://pbs.twimg.com/profile_images/2076605910118449153/XKiQGg_l_200x200.jpg", "joined": "Fri Jul 03 13:04:20 +0000 2020", "protected": false, "website": null, "verification": { "verified": true, "verified_at": null, "type": "individual" }, "avatar_color": null }, "replies": 12, "retweets": 18, "likes": 72, "bookmarks": 7, "quotes": 1, "created_at": "Sun Jun 14 07:29:32 +0000 2026", "created_timestamp": 1781422172, "views": 4816, "is_note_tweet": true, "community_note": null, "lang": "en", "replying_to": null, "replying_to_status": null, "quote": { "url": "https://x.com/Altcoinist/status/2065693936924962912", "id": "2065693936924962912", "text": "Gribbit 🐸\n\nthe majority of the market failed to connect the dots between $tibbir & ribbit capital early... however, after 500+ days of no distancing + additional breadcrumbs, tibbir went from sub 5% to 90%+ in probability that its ribbit if you asked any LLMs. (it's literally us, users, who trained them with the evidences & connections)\n\ntoday, if you have more than 20 IQ you get it, Tibbir is Ribbit's own token, but it took months for the llms like chatgpt/grok/claude to understand the evidences, and they are still better than 99% of the ppl who are not even aware.\n\nrecently found transaction science & the ML patent feel the same. you ask any ai and it gives max 20-30% chance ribbit is behind them. (depends on how much context you provide)\n\nthe moral of the story: there are rare occasions when you still need to use your own human brain to get ahead of the market, and always remember, llms make yesterday’s expertise cheaper, and do not predict the future.\n\ncan ribbit execute a perfect stealth launch? are they smart enough to completely separate/hide the intellectual property until they go public?\n\ninterestingly enough, Ribbit is a \"\"\"venture capital\"\"\" firm, which coincidentally has world-class engineers and machine learning experts in their team... \n\niHNi.", "raw_text": { "text": "Gribbit 🐸\n\nthe majority of the market failed to connect the dots between $tibbir & ribbit capital early... however, after 500+ days of no distancing + additional breadcrumbs, tibbir went from sub 5% to 90%+ in probability that its ribbit if you asked any LLMs. (it's literally us, users, who trained them with the evidences & connections)\n\ntoday, if you have more than 20 IQ you get it, Tibbir is Ribbit's own token, but it took months for the llms like chatgpt/grok/claude to understand the evidences, and they are still better than 99% of the ppl who are not even aware.\n\nrecently found transaction science & the ML patent feel the same. you ask any ai and it gives max 20-30% chance ribbit is behind them. (depends on how much context you provide)\n\nthe moral of the story: there are rare occasions when you still need to use your own human brain to get ahead of the market, and always remember, llms make yesterday’s expertise cheaper, and do not predict the future.\n\ncan ribbit execute a perfect stealth launch? are they smart enough to completely separate/hide the intellectual property until they go public?\n\ninterestingly enough, Ribbit is a \"\"\"venture capital\"\"\" firm, which coincidentally has world-class engineers and machine learning experts in their team... \n\niHNi.", "display_text_range": [ 0, 1278 ], "facets": [ { "type": "symbol", "indices": [ 73, 80 ], "original": "tibbir" }, { "type": "media", "indices": [ 281, 304 ], "id": "2065693926875435008", "display": "pic.x.com/KpDkEeiqWW", "original": "https://t.co/KpDkEeiqWW", "replacement": "https://x.com/Altcoinist/status/2065693936924962912/photo/1" } ] }, "author": { "screen_name": "Altcoinist", "url": "https://x.com/Altcoinist", "id": "1597986625384062982", "followers": 103478, "following": 8613, "likes": 112904, "media_count": 13842, "name": "Altcoinist", "description": "$ALTT | Altcoinist - Be Early | 🐸", "raw_description": { "text": "$ALTT | Altcoinist - Be Early | 🐸", "facets": [] }, "location": "Join our Private Beta", "banner_url": "https://pbs.twimg.com/profile_banners/1597986625384062982/1756666926", "avatar_url": "https://pbs.twimg.com/profile_images/1833497563254722560/e3ByeeXg_200x200.jpg", "joined": "Wed Nov 30 16:12:25 +0000 2022", "protected": false, "website": { "url": "https://t.me/altcoinist_ai?start=utm-x-bio", "display_url": "t.me/altcoinist_ai?…" }, "verification": { "verified": true, "verified_at": null, "type": "organization" }, "avatar_color": null }, "replies": 15, "retweets": 31, "likes": 177, "bookmarks": 15, "quotes": 4, "created_at": "Sat Jun 13 07:13:07 +0000 2026", "created_timestamp": 1781334787, "possibly_sensitive": false, "views": 15214, "is_note_tweet": true, "community_note": null, "lang": "en", "replying_to": null, "replying_to_status": null, "media": { "all": [ { "type": "photo", "id": "2065693926875435008", "url": "https://pbs.twimg.com/media/HKrRrpYXkAAb9TW.jpg?name=orig", "width": 1536, "height": 1024 } ], "photos": [ { "type": "photo", "id": "2065693926875435008", "url": "https://pbs.twimg.com/media/HKrRrpYXkAAb9TW.jpg?name=orig", "width": 1536, "height": 1024 } ] }, "twitter_card": "summary_large_image", "color": null, "provider": "twitter", "reposted_by": null }, "source": "Twitter for Android", "color": null, "provider": "twitter", "reposted_by": null }, "video_policy": "No video bytes downloaded or hosted." }