SAM’s Story 1. SAM Technology and Architecture. #SemanticAI #CognitiveArchitecture #SymbolicAI #ExplainableAI #MachineReasoning #LLM #Hallucination #FactChecking #AIIntegrity #SAM #TrustworthyAI #BeliefGraph #KnowledgeGraph #AIReasoning #SemanticWeb #SAM #AITrust #ACM #ResearchPaper #SemanticAI #SAM #AIInnovation #Benchmarking #AIComparison #lSAM #Performance #GeoffHinton #SymbolicAI #Neurosymbolic #AIParadigms #SAM #ConceptualLayer #AIAlignment #HallucinationMitigation #SemanticAI #SAM #SecondOrderLogic #FactChecking #SemanticReasoning #SAM #AITruth #ScientificDiscovery #AI4Science #HypothesisGeneration #SAM #ResearchAI 2. SAM …
Author Archives: AICYC Team
THE RIGHT TO KNOW (RTK)
The following chat with LLM provides a framework for the Right To Know Manifesto governing the AICYC community and its implementation through a distributed autonomous organization (DAO) described in this post. Please feel free to critique the accuracy and quality of the LLM response through the form at the end. We use the LLM generative …
KNOWLEDGE BUBBLES
Search and LLM Kill Curiosity. SAM Comes to the Rescue (Claude-3.5-Sonnet assisted in preparing this post.) TL;DR:This blog post explores the rise of Large Language Model (LLM) generated content and its societal impacts, like reinforcing echo chambers and spreading misinformation. It stresses the importance of education and transparency to tackle these challengesu and describes the …
THE OG’s VITA WRITEN BY AN LLM (PI)
George Wiley Burch is a distinguished mathematician, entrepreneur, and Zen master with a diverse career spanning military service, academia, technology entrepreneurship, and spiritual leadership. He holds a Master’s degree in Statistics and Operatons Research from Johns Hopkins University and has received numerous accolades for his groundbreaking work in various fields. Education and Military Service (1959-1963) …
SAM ACM ARTICLE
The Intellisophic team gave the first public presentation describing how to build a massive knowledge graph in October 2005. The presentation was delivered to the 14th Association of Computing Machinery (ACM) international conference on information and knowledge management. https://dl.acm.org/doi/abs/10.1145/1099554.1099702
SAM’S STORY
TL;DR: “Sam’s UX Story” highlights the development of SAM, an AI system focused on accessible knowledge. It emphasizes collaboration, empathy, and user-centered design in advancing AI technologies and scaling knowledge-based systems. THE BIRTH OF SAM The idea of an intelligent assistent with human like characteristics has been a scifi topic for generations. The idea of …
AICYC CROWDFUNDING
Crowdfunding the AICYC startup is the first collective effort in the startup plan. The funding purpose is to provide a live demonstration environment and legal foundation for the AICYC DAO LLC. The following orientation to crowd funding is provided by Q&A prompts to chatGPT. Any Kickstarter niche collection for AICYC project building an online encyclopedia? …
AICYC INTERACTIVE ARTICLES
Both search engines and LLM AI offer no easy way to browse or explore a topic index. This limits knowledge access to keywords the user knows. It also is a source of knowledge polution. Search algorithms can not understand what concepts are in the content being reccomended. This leads users to sites that pollute knowledge …
AICYC CHAT WITH PI
This article uses a new LLM called Pi (heypi.com) to discuss the basic concept of SAM and hallucination with HAL as a metaphor. The Pi LLM was developed by Google DeepMind co-founder Mustafa Suleyman. Pi is biased to mansplain and sidestep the core issues but finally admits it is a machine like a typewriter. I …
LLM HALLUCINATION
Large language models (LLM) like ChatGPT are prone to a phenomenon called “hallucinations”, in which fabricated or false information is presented as fact. What Does a Hallucination Look Like? While testing the AICYC process we captured one hallucinaton in the wild. SAM asked LLM to write an article about Sphynx Cats by providing knowledge graph …
GLOBAL AICYC
AICYC Reduces language barriers to cross-lingual knowledge SAM knowledge graph data is not language specific because concepts are not based on titles or names . Human understanding of concepts are invariant to the word description in the users native language but use of search or other word tags keep over 82% of the world from …
THE FIRST AICYC ARTICLE: SYSLOG
The seemingly mundane topic “SYSLOG” was purposfully used to focus on the process not the topic. It was meant to be uninteresting for all but a few technicians. But never before has an article been written with no human intelligence involved. Even the LLM chatverse assumes humans write prompts and have to read and check …
AICYC GOVERNANCE
The semantic AI model (SAM) is provided by iKNOWit.world as a community service through the AICYC project. The LLM conversations below explores the fat protocol Web3 platform on which iKNOWit operates. Knowledge mining tools for knowldge graph development (concept extractors) and text understanding (content extraction) are being considered for open source DevOps on GitLib. The …
SAM and LLM COLLABORATION
For hundreds of years general encyclopedias like Britannica or Wikipedia have been a human creation that centralized control over knowledge access and content. These works are not part of the usual academic curriculum but a source of reference for ordinary people. The AICYC project recognizes that human editors can no longer keep up with the …
AICYC AND MISINFORMATION
It is an open secret that using LLM alone has a serious factual error rate. This problem extends not just to chatbots but also to new search engines connected to A.I. technologies. In April (2024), a team of Stanford University scientists evaluated four engines powered by A.I. — Bing Chat, NeevaAI, perplexity.ai and YouChat — …
The iKNOWit Story 