“If you read 1,000 papers and build a powerful representation, humans can interrogate, mine, ask questions, and even get the system to generate new hypotheses...What you will learnAccelerating scientific discovery with generative knowledge extractionUnderstanding ontological knowledge graphs and their creationTransforming information into knowledg…

Is your organization more like a jellyfish or a flatworm?The author's "Jellyfish and Flatworm story has been remarkably effective at helping ... [executives] visualize the impact of AI on their customers, their products, and their employees... this story is about why Knowledge Representation (KR) must be the core of any cost-effective lo…

"despite the immense potential of LLMs, they come with a range of challenges... hallucinations, the high costs associated with training and scaling, the complexity of addressing and updating them, their inherent inconsistency, the difficulty of conducting audits and providing explanations, predominance of English language content... [they…

After drafting a chapter for the Personal Knowledge Graphs book over the summer and getting some feedback in October, I withdrew my chapter from the book. Not that the book is not a good project, or my chapter is not a good chapter, but at the end of the day we are writing for different audiences about related but different things. In brief, my ch…

Writing a chapter for a book on Personal Knowledge Graphs made me rethink MyHub.ai, and led to a new collective intelligence pilot project with the founders of massive.wiki.

A new app and protocol to give "people full control over their interest graphs ... there was no standard, decentralized repository for online media and its derivatives... culture that is readily available for anyone to annotate, remix, compile, create new editions of or link together in archives. Mediagraph [protocol] will let developers buil…

Marc-Antoine Parent's project: HyperKnowledge.

Discourse graph refers to an information model which represents scientific discourse by distilling "traditional publication down into more granular, formalized knowledge claims, linked to supporting evidence and context through a network or graph... knowledge claims ... as the central unit".Why? "Standardizing the representation of …

"the underlying problem is stubbornly intractable"Great piece, although I'm unsure that "a great proportion of the variance in “knowledge management” effectiveness across individuals is genetic", it is true that:productivity geeks exist, develop their system and then try to sell it.speaking from experience, it is really, r…