22,994 Matching Annotations
  1. Apr 2022
    1. LaSuli Public archive Social annotation for qualitative analysis

      social annotation

    2. Agorae Public Participative knowledge management

      participative knowledge management

    1. Client library for the Hypertopic protocol
      • about : HyperTopic
  2. hypertopic.org hypertopic.org
    1. The name of the software is a (bold) transliteration of “ἀγοραί”, the marketplaces of ancient Greece, where the qualities of a product, a craftsman, or even a project concerning the City were subject to debate.

    1. "Learning is what happens at knowl’edges, for humans, machines, or organizations."

      from LinkedIn comment epicycles of annotations upon comments and annotations Symmathesy = mutal learing/arising = At the Edge of Knowl'edge Human Interbeings inter(Articulate|pret) Tacit Awareness loitering with Intent

    1. Learning is what happens at knowl’edges, for humans, machines, or organizations

      Symmathesy

    2. Edges of Knowledge

    1. lightweight database, data sync, and application development services, Realm persists local data on devices and resolves any data conflicts, enabling offline performance and providing a stellar user experience

      lightweight database local data

    1. MongoDB as a Graph DatabaseMongoDB offers graphing capabilities with its $graphLookup stage. Give $graphLookup a try by creating a free cluster in MongoDB Atlas.

      $graphLookup

    1. Copyright 2007 D. Richard Hipp. All rights reserved.

      Fossil copyright

    1. Supports your database Cayley works on top of your existing database regardless of data model: SQL, NoSQL or even KV.

      SQL

      NoSQL

      KV

    2. Built for linked data Database is built with RDF support, including multiple linked data formats such as NQuads and JSON-LD.

      Linked Data

      RDF

      NQuads

      JSON-LD

    3. Copyright (c) 2021, CayleyGraph; all rights reserved

      Cayley Graph

    Annotators

    URL

    1. annotation as well as computation to build intelligent systems

      annotations

      computation

      key to building intelligent systems =

      more to the point to Augment inter intellect

      (no need to say human)

      Artificial Intellect?

    2. overly limited feedback, guaranteeing that the work they’ll do will need to be redone, time and again.

      John Alan in the Anatamoy of Lisp wrote: The advantage of high level languages is notational = rather than computational =

      what this leads to if you take the long term view and take the long view and treat all engagement in building systems as an opportunity for mutual learning Symmathesy = and insist that a full, personally attributable trail of provenance is maintained and recapitualted on conceptually clarifying inter personal Mind Graph to capture all associated learning

      by capturint the intertwingularity of concepts as we seek to render them effective instead of redoing things we need to seek opportinities to resume work always in a state where the most advanced distilled understanding can be borught to mind as needed

    3. desiloed systems and feedback loops

      desiloded systems

      feedback loops

    1. As we saw earlier, research on participation requires experiments on the long term with real communities and contents. Hence a “non-disposable” software infrastructure seems to be needed to reach usable software with minimum cost and time. But the most important benefits are methodological and epistemological

      non-disposable

      benefits methjodological and epistemological

    2. Model of the "long time" loop : social usage, services, infrastructure, and theories.

    3. continuously changing the structure of the code to improve inner reusability and code abstraction. Refactoring has been fostered by the early adoption of specialized programming environments for parts of the platform, and the resulting separation into loosely coupled components. Fig. 3. Lines of code by component and major versions (Hypertopic Suite) For example (see Fig. 4), everything in 2000 was done by a single piece of software. The first major refactoring consisted in creating a specialized component for contents storage (Steatite). However, in 2003, two different sets of software were available (Porphyry and Agorae). While one was a digital library system and the other a cataloguing system, their main features were similar enough to carry on a refactoring (from 2004 to 2006) so that they can use a common storage infrastructure (called Argos) for viewpoints, highlights, and attributes management. The definition of an abstract protocol for this storage led to different implementations for specialized Interaction Design and Architecture(s) Journal - IxD&A, N. 18

      continuously changing the structure of the code

    4. strived to improve the platform while constraining drastically the volume of lines of code (see Fig. 3). “Doing more with less” was made possible by refactoring

      refactoring

      doing more with less

    5. contribute to the software without having to embrace the subtleties of the whole platform

      contribute without embrace subleties whole platform

    6. The glue ensuring a strong coherence between the component is since 2006 the Hypertopic protocol, defining precisely how the low-level social semantic operations have to be realized (for example, all components of the software suite need to create new viewpoints, move a topic in a given viewpoint, associate an existing topic or a new one to an item, etc)

      glue

      coherence

      Hypertopic protocol

      create new viewpoins

      move topic

      associate topics

      items

    7. design forums (Argile)

      design forum

    8. scientific bibliographies management (Tiré-à-part)

      bibliography

    9. pictures classification (Steatite),

      Picture classification

    10. texts analysis

      Cassandre

    11. multi-dimensional browsing

      multi-dimensional browsing

    12. document annotation

      annotation

    13. cataloguing

      it

    14. progressively implemented by a coherent reusable set of software components

      preogressively implement

      coherent reusable set

      software components

    15. drawing inspiration from human and social sciences, and not by technological trends.

      inspiration from humand social-science

      not technical trends

    16. The Hypertopic model (2003), basis of the Hypertopic protocol (2006) [31]

    17. Amazon S3 (Simple Storage Service) for document sharing or Amazon IAM (Identity and Access management) for group forming. These PaaS ("Platform as a Service") services offer very simple conceptual models, favoring scalability and distributed services. But they require complex stand-alone developments in order to address social-semantic usages.

      S3 simple storage Service

      Identity and Access Management IAM

    18. platforms have to be opened up, envisioning a socio-technical infrastructure “capable of engaging a wide constituency of actors”.

      platforms openned up

    19. without capitalizing strongly on a common platform.

      capitalizing on a common platform

      let alone constellations

    20. The always evolving design problems that cannot be predicted require systems that have enough flexibility and tailorability to cope with emergent unexpected requirements
      • evolving design problems
      • fliexibilkity and tailorability
      • emergent requirements
    21. tackle the issue of co-evolution of systems and users.

      co-evolution of systems and users

    22. multi-viewpoints knowledge model and at the same time addressing a large range of cooperative applications.

      multi=viewpoint knwoledge model

      people centered transitional modeling

    23. partitioned, with disposable developments for each project, and a weak level of capitalization from project to project.

      disposable development

      weak level of capitalization from project to project

    24. interlaced social structure and knowledge structure.

      interlace social and knolwedge structures

    25. “Actor’s Viewpoints” are emblematic of this imbrication

      Actor's viewpoints

      imbrication

      socio-technical epistemic/semantic

      intentional

    26. a “meta-design” theoretical and practical framework for designing participatory socio-technical systems, with a lot of applications

      met-design

      socio-technical systems

    27. “non-disposable” infrastructure, the participatory services designed take profit from the scientific outcomes of each previous project.

      "non-disposable" infrastructure

      profit from outcomes of each prevous project

    28. design participatory services using complex knowledge and cooperations.

      participatory services

      copmplex knowledge and cooperation =

    29. void the design of services as a repeated "one-shot" process we have gradually built a transverse software infrastructure

      service as a "one-shot" process

      transverse software infrastructure

    30. perpetually moving collective knowledge and decisions submitted to discussion, negotiation and sometimes dismissal.

      perpetually moving collective knowledge and decisions

    31. From our perspective, it encompasses a set of situations in which different actors identified or unidentified, ratified or not, distributed in space and time, contribute to a sometimes ill-defined collective goal, using most of the time low-overhead web-based technologies

      actors (un)identifiedZratified

      distribiuted space and time

      contribute to ill-defined collective goal

      low-overhead web-based tech

    32. cooperation from the 'participation' or 'contribution' perspective.

      participant contributor perspective

    33. effort (both theoretical and technological)

      theoretical technical effort

    34. Towards a “non-disposable” software infrastructure for participation.

    1. Fig. 2 . The Hypertopic infrastructure (2013) integrated through the Hypertopic protocol: a coherent set of software for generic interpretive actions and different items types 

    1. Configure Scuttlebot Scuttlebot keeps all data and configuration in the ~/.ssb directory. Configuration is stored in ~/.ssb/config, which is a JSON file:

      configure scuttlebutt

    1. Fossil is a simple, high-reliability, distributed software configuration management system with these advanced features:

      simple

      software configuration management system

      SCM

    2. fossil

    3. Self-host Friendly - Stand up a project website in minutes using a variety of techniques. Fossil is CPU and memory efficient. Most projects can be hosted comfortably on a $5/month VPS or a Raspberry Pi. You can also set up an automatic GitHub mirror.

      self-host firendly

    4. Fossil stores content using an enduring file format in an SQLite database so that transactions are atomic even if interrupted by a power loss or system crash.

      enduring file format

    1. doxxed sovereign wealth and self custody are going to become an increasing concern for everyone.

      self-custody

    1. How to help a person be smarter?

      augmenting human intellect

    2. have civic conversations online?

      civic conversation online

    1. Fossil achieves efficient storage and low-bandwidth synchronization through the use of delta-compression.

      delta-compression

    1. Note that the "fossil export --git" command only exports the versioned files. Tickets and wiki and events are not exported, since Git does not understand those concepts.

      ticket wiki events

      note exported

    2. The --git option is not actually required. The git-fast-export file format is currently the only VCS interchange format that Fossil understands.

      git fossil

      import/export

    1. The global state of a fossil repository is kept simple so that it can endure in useful form for decades or centuries. A fossil repository is intended to be readable, searchable, and extensible by people not yet born.

      enduring file format

    1. The Fossil self-hosting repository is also a CGI that looks like this

      fossil selfhosting repository

    2. CGI Server Extensions

      fossil

    1. In the distributed approach, each developer works directly with their own local repository, and changes are shared between repositories

      distributed

      approach

    2. Fossil – written by D. Richard Hipp for SQLite; distributed revision control, wiki, bug-tracking, and forum (all-in-one solution) with console and web interfaces. Single portable executable and single repository file.

      Fossil

      This looks like the best of all possible technical choices

    3. List of version-control software

      fossil

      revision control system

    1. a document template rendered against an abstracted data model

      doxumwnr template

      abstract datamodel =

    1. libfossil: The (Unofficial) Fossil SCM Library API

      fossil

    1. Fossil is a software configuration management, bug tracking system and wiki software server for use in software development created by D. Richard Hipp.
      • gloss

      Description

    1. The idea that we can know it all, or AI can not it all as we build those "models" is clearly perniscious.Our hubris and loosing sights of the ancient Greek Wisdom that says:"bring suretybrings ruin"will be our ruin for ?sure?

      Description

    1. The root of the problems is: There is no money in producing software that is simple and keep working forever.
      • for : simplicty, simony's Law is it complex or we just made it complicated
    1. Including results for models aiSearch only for "modelles" ai?
      • search : modeller ai

    1. AI is not bringing a new dark age but an age of shallow rationality, in which the traditional episteme of causation and explanation is replaced by one of automated correlations.

    1. Compact modeToggle between a space-saving or more spacious writing area. When the input field has focus, is empty, and preview mode is NOT active then Shift-Enter toggles this setting.

      4 fossil

      toggle compact mode Description

    1. The most powerful and extensible open source Wiki softwareMake documentation a joy to write using Wiki.js's beautiful and intuitive interface!

    Annotators

    URL

    1. Meta’s London office just collapsed and they lost most of their [top] researchers in the span of six weeks,” he said.

    1. Most recent video

      Description

      wrong:

      Great Minds think alike, together,

      No hive Mind though

    1. application-centric complexity

      I would say gratuitous complexity;

      Best solutions are simple and permanent

      https://hyp.is/VJoswqnkEeyxDWs7XaA_Fw/www.linkedin.com/feed/update/urn:li:activity:6911789281980092416/?commentUrn=urn:li:comment:(activity:6911789281980092416,6912027572851593216)

      True value attainable is inversely proportional to the amount of money that can be created

      The most money can be created by generating actual harm

      See Wars

    2. Data science as a discipline

      would be much improved if we acknowledge

      that Data is but people in disguise

      created for the purpose of making money not true value

      as a priority.

    3. provincial IT

      provincial IT

    4. The long game: Feedback loops and desiloed systems by design
    1. https://youtu.be/B8izRLUdEPA?t=1093 no longer afraid of being wrong of not knowing

      complete your personality as a learner

    2. The Rogue Academic - How To Change How You Think About Education

    1. Gyuri TrailMarker3 minutes agoDelete@naina ~ working on that very problem seeking to ensure that any one can link to their thoughts captured in those tools with "conversations" within are.na will update this "response" in due course

    1. People and relationships over technology and tools

      as a long distance explorer and developer of tools rooted in the conviction that people and relationships must have primacy, this is an important conversation to have.

      https://t.me/c/1433743833/2697

      Articulation points beyond itself. A coherent set of ideas well articulated are of paramount importance, not so much as an encoding of some truth, but that it provides the scaffold for discovering progressively co-evolving improvements in understanding.

    2. A Manifesto for Online Collaboration

    1. The brain builds models that represent a working reality for the individual.

      This is a perfect starting point for beginning to articulate an alternative conceptualization (not model) of the associated assoiciative complexes that it is an index into my tacti awareness.

      Need a new perpective on the very regulative meta concept of what we call model.

      Also an occasion to make a paradigm shift from the prevailing regulative meta concept 'representation'

      in favour of 'presentation'

      https://hyp.is/AFelUuAVEeu-LPeHXPdCJQ/en.wikipedia.org/wiki/The_World_as_Will_and_Representation

      start right here

      https://hyp.is/ai85HqKwEeyx5veC3yeSsA/archive.org/details/principlesofmech00hertuoft

      TBD

    1. A later English translation by Richard E. Aquila in collaboration with David Carus is titled The World as Will and Presentation (2008).[8]

      I got introduced to the concepts Darstellung and Vostellung via Janik Toulmin's Wittgenstein Vienna 40 years ago. I thought that translating Vorstellung as representation was wrong. Actually it is endemic in the prevailing Epistemological paradigm, how sad that is.

      Description

    1. A US court has ruled that Xerox's patent for its Unistrokes single-stroke handwriting recognition software is invalid and, as a...

      palm xerox patent

    1. Social Reading for Sensemaking HyLighter is a thought processor and external memory technology. It helps individuals and teams to combine pieces of information from multiple online sources to accelerate learning and produce something of value.
    2. external memory technology

      external memory technology

    1. Lively Web Lively Web is browser-based runtime and development environment that makes creation of (Web) applications much more immediate and direct. All development happens "live", i.e. you change your application and the system while it is running. This is not only more fun than tedious compile/test/reload workflows but also much faster.

    1. This “counter-cringe” not only inflates the engagement metrics of the initial piece of viral content; it also acts as a kind of ideological reinforcement for the initial group by emphasising the “badness” of the other side. A mimetic spiral may develop in which each side attempts to goad the other into a credibility-destroying piece of over-reaction.

      cringe and counter-cringe

      Description

    1. Intentional Software@IntentsoftIntentional Software Corporation

    1. need to get a 00:03:39 person in that environment working and looking at the many aspects of his working syste

      Person

    2. develop a system 00:03:26 oriented discipline for designing the means by which greater effectiveness is achieved

      system oriented discipline

      effectiveness

      improve our ability to improve

    3. if in your office you as an intellectual worker were supplied with a computer display backed up by a computer that was alive 00:00:58 for you all day and was instantly responsible responsive if they responsive every action you had how much value could you drive in that

      instantly responsible

      /responsive

      how much value could you derive from that

      https://hypothes.is/a/bXAPmrMnEeyx54O-i87kbw

    4. The Mother of All Demos

      instantly responsible

    1. 50th Anniversary of the “Mother of All Demos”: Reflections from Across SRI International

    1. By “augmenting human intellect” we mean increasing the capability of a man to approach a complex problem situation, to gain comprehension to suit his particular needs, and to derive solutions to problems.
      • gloss : augmenting human intellect
    2. A detailed conceptual framework explores the nature of the system composed of the individual and the tools, concepts, and methods that match his basic capabilities to his problems.

      conceptual framework

    1. Future seekers! Join us for the The Future of the Web, an event hosted by Henry Wong and Niki Gastinel of the California Software Professional Association.

      future seekers

      • for : Regain the Paradigm Lost
    1. The Presence Browser overlay helps you to connect and be connected to.

      helps you to connect = and be connected to =

    2. Occupy The Metaweb.A decentralized browser overlay to experience the web like never before
      • about : The MetaWeb
    3. The choice is clear. You can keep building someone else’s platform or start building your own.

      start building your own platform

    4. We understand your frustration. We believe that no one else should control your community but your community.

      autonom communities

    5. Building an online community has never been more important.

      building an online community

    1. https://presencebrowser.com
    2. anchored by a universal knowledge graph that connects evidence to claims

      universal knowledge graph

      connects evidence to claims

    3. Chrome browser extension and a SDK that works with a proxy server

      browser extension and SDK

    4. presence of people above the webpage

      presence above a web page

    5. Presence is a browser overlay

      browser overlay

    6. The Metaweb

    1. Bridgit.io@bridgit_ioGet a peek at the Next Level of the Web! We're going to demo @PresenceBrowser's Metaweb tools for @NEARProtocol & devs tomorrow at 10a EDT: https://eventbrite.com/e/metaweb-demo-for-near-tickets-312040360117… #NEARProtocol #blockchain #Rust

    1. This tool watches Hypothesis URLs, groups, tags, or users, and alerts on new annotation activity to Slack, email, or RSS. It runs as a standalone Python program, ideally on a server, but alternatively on an always-connected desktop computer. It periodically queries the Hypothesis API along one or more axes -- url (or wildcard_uri), user, group, tag -- and sends notifications by way of Slack, email, or RSS.

    1. Fill in the fields to narrow your search. Within each field you may enter one or more optional terms: they are combined with an OR operator. Your target annotations must match all fields filled in: they are combined with an AND operator. Fields left blank will be ignored. For non-public annotations,

      x

    1. allowing web applications to function as plug-ins

      web apps as plug-ins

      flip that

      as plug outs =

    1. the weakest technology is likely the cheapest, easiest to maintain, extend or replace and there are no sane arguments for using anything else

      No sane arguments against

      but insanely powerfull marketting

    1. Simple rules produce complex behavior. Complex rules produce stupid behavior.

      simple complex stupid

      see https://boris-marinov.github.io/text/

    1. We call this misalignment the industry’s “original sin.”Financial services are littered with misalignments because, historically, financial institutions have charged customers for all sorts of products on a percentage of a volume of money. This is a “sin” because it actually doesn’t cost a financial services company significantly more to serve a customer with more money. Whether it’s assets under management, or transactions, moving money around is just moving bits of information around, and computers do that for free -- as we wrote about with our investment in TransferWise.

      misallignment

      transferwise

    2. Dominance Friction
    1. My theory is that this will happen because recursive publishing is “strictly dominant” over the pre-internet model. This basically means recursive publishing is a strategy that will win no matter how well the opposing (linear) players perform.

      strictly dominant

    2. Recursive Publishing A force to be reckoned with

    1. Elephant in the Room: Validating Knowledge Graph Quality

      Quality needs to be an emergent property of the way we create knowledge graphs. Tain't what you do but the way that u do it, that's what gets result.

      The elephant is in the room indeed.

      Addressing Quality requires us finding a way to commensurate adjecent conceptualizations

      https://www.linkedin.com/feed/update/urn:li:activity:6915553578552070144?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A6915553578552070144%2C6915558471815831552%29

      Need to recognise that "Quality is in the eye of the beholder" is linked to intents of involved agencies

      Elephant in the Room: Validating Knowledge Graph Quality

      Quality needs to be an emergent property of the way we create knowledge graphs. "'Tain't what you do but the way that u do it, that's what gets results"

      Quality The elephant is in the room indeed.

      Quality is not an extensional measure

      It arises from intentional situatedness and requires agency with a skin in the game

      Addressing Quality requires us finding a way to commensurate adjecent conceptualizations too

    1. purchase intent-driven marketing and sales services

      purchase intent-driven = marketing

    1. No one will contest the chaotic nature of the place

      Oh heaven yes. Many are! in my cursure acquitance the fundamental tenet of Daoism is somed up in the dictum "No mistakes"

    2. Even in mathematics, the claim that real numbers form a continuum comes with some challenge

      challenge

    3. This is like saying that infinity or continuum does not exist in nature, but is only an artificial construct or a perception of the brain (human or dog), or in other words, something similar to an optical illusion. 

      Strict Finitism strikes again

    4. Could we Live in a Universe with Fewer than Three Dimensions?

    1. created my own job

      own job is not a job

    2. They hire a connection.

      Yes

      Personal!

    3. this shows that applicants are more numerous than most people think.

      more numerous applicants

    4. But when you’re playing the game you have to follow the rules

      You always have the option of Not playing THAT game!

    5. disguised as director of data science, but which are essentially pure coding jobs.

      coding jobs

    6. I claimed I was fully vaccinated (I gained immunity the natural way).

      good

    7. Debunking the Myth of Analytic Talent

    1. "Say at last -- who art thou?" "That power I serve which wills forever evil yet does forever good."

  3. Mar 2022
    1. Annotation Report ToolVisiodocs accelerates the review process by organizing and presenting annotations collected from multiple documents in a report. Work alone or in teams, everything is updated and encrypted in realtime.

    1. Horn called this “metawriting.” Through history, people have always written to the context of the document. Meaning, you write a sentence or make a statement with a view to how it will fit into a larger document

      metawriting

    2. “metawriting.”

      metawriting

    1. Build relationships, not spreadsheetsGrow and measure your community across any platform with Orbit, mission control for your community.

    Annotators

    URL

    1. The most impressive and promising I've seen is Elicit, a research tool that helps academics and students find relevant papers and data based on natural language inputs. You can ask it a question like "What's the point of note-taking?" and receive a list of research papers that are likely to hold the answer. Even better, Elicit creates a one sentence summary of the paper's main finding and presents it in the results.

      elicit

    1. improve "powerful ideas education" for the world's children and to advance the state of systems research and personal computing. Many of our themes co-evolved with the inventions of networked personal computers, graphical user interfaces and dynamic object-oriented programming.

      improve powerful ideas education

      systems research

      interpersonal computing Description

    1. AUGMENTING HUMAN INTELLECT : A Conceptual Framework. October 1962. By D. C. Engelbart

      1962 paper

      Description

    1. Configuration Options
      • about : reveal

      config options

    1. CSS : How to use two-column layout with reveal.js?
      • for : revealjs

      two-column layout

    1. 63Kósa FerencAz idő egésze
      • about : By the Danube József Attile

      The Fullness of Time

    2. Látni és láttatn

      To see and let see

    1. Asszony-lélek vagyok, ame feminine

      woman-soul

    2. Nincs hit és teljességgel nincs hit itt a Duna-Tisza táján, ahol általában mindig kevés volt. A delejtű-emberekről beszélek, ami nyilvánvaló, az érzékenyekről s az értelmes szomorúakról.

      there is no faith, totally no faith hedre beteween the mid danube and the Tisza, where it was always in short supply, I am talking about the sensitive

    1. Based on the analysis of the searching behaviors of typical immune cell types, dendritic cells and leukocytes, in their native physiological environment, we demonstrate that the model can describe the in vivo search strategy of immunocytes well. Furthermore, by analyzing the search efficiency, we find that this type of search strategy enables immunocytes to capture rare targets in approximately half the time than the previously proposed generalized Lévy walk. This study sheds new light on the fundamental mechanisms that drive the efficient initiation and development of immune responses and in turn may lead to the development of novel therapeutic approaches for diseases ranging from infection to cancer.
    1. Zigzag Generalized Lévy Walk: the In Vivo Search Strategy of ...https://www.thno.org › ...https://www.thno.org › ...Schematic diagram of the immunocytes' search strategy. ... Beltman JB, Maree AFM, de Boer RJ, Spatial modelling of brief, long interactions between T cells, ...

      Beltman Strategy

      Greg Sharp mentioned it in the context of knowledge graphs

    1. Nem én kiáltok, a föld dübörög, Vigyázz, vigyázz, mert megőrült a sátán,

      Not me shouting, the earth is trembling,

      Be cautious, alert,because gone mad satan did

    1. for all you do we actually do have one.

      we do have one!

      TrailMarks

      combines identifiable shapes (predicate/intent/semantic trails) = with names for sobjects/objects to context = for intentinal names for content linked to all relevant contexts and making it all machine processable! interpretable

    2. I love that quote that humans are so great at context switching that you get the, we are under an illusion, we have a single ontology and upper level intelligence.

      Description https://twitter.com/TrailHub1/status/1452223496378097665

      humans good at context switching

      illusion of a single ontology

    3. about identity management done that better rate of data we're talking about you know, the ability to perform in front of cross, not just a single database for cross dozens or hundreds of thousands of notes, the ability to. Kim Martin 58:14 Hey. Hey. Hi. Kurt Cagle 59:04 Affectively determine permissions at a level and granular level of properties on all of these things are things that graphs are great.

      59:07 metaverse = identity not just single database permissions granular level across many nodes

      people centered

      stop disgusing them as data

      PODs are a great step in that direction but no servers please

    4. you need to have at least the mechanism of building actions that machine learning simply does not have the capability of doing if you combine the two.

      57:32

      need to have the mechanisms of building abstraction

      machinee learning can't do that

    5. We need to get that to you. We need to get the $2,010 stuff off of web

      57:00

      need to get 2010 stuff of the web

    6. differentiation is largely gonna be and performance for on separate features that are, you know, are our Optimus optimized not at, not at a very low level but at a higher level stack

      53:30

      graphs as a viable solution

      optimized at a higher level stack

    7. knowledge engineering discipline per se. Is there a way? Kurt Cagle 52:36 Yeah, I'm working on that too. I, I've actually, I, I've actually been thinking about writing up a proposal to the University of Washington.

      52:49

      knowledge engineering

      discipline

      per se

    8. the graphs are, are they're scary we want to go back to our tables and basically if we can get the pipeline then the people that are working with this that aren't going to want to get into the deep energy of sparkle whatever and just want to basically have a generalist system like a once key that has with, with.

      51:36 graphs are too scare

      get back to tables = generalist system =

      seep energy of SPARQL

      looks like a file system but it is a graph

      MindGraph

      on Fission Drive = roundtrip

    9. we keep basically reproducing the same actions all over and over and over.

      49:00 reproducing the same actions all over and over

    10. still basically focused within the, within the knowledge graph and everyone is still custom creating their own pipelines for working with how do we get data into the system, how do we present data from the system? How do we basically combine this with the other pieces?

      48:34

      own pipline for ingestion

    11. And then finally once you start doing that we actually do get to the point with data virtualization is showing trends to the core application. So this is something that I, I'd really like to talk to about as then your, then basically everything becomes, becomes really critical. So, you know, that's kind of the next generation, I'm actually, I, I'm actually looking at getting them in to, to interview them for the C. at some point.

      46:50

      Invidia

    12. I have a way in coding those shapes, a way of, of doing identification. Then that identification can then move back in the direction of saying when you have a graph with this particular shape this is how it gets classified. So it becomes the classification philosophy.

      45:17 have shapes ways of doing identification

      TrailMarks encodes shapes that are = part of identification =

    13. And if I have a mechanism that says here's how I can store Jason structure. And I have some indication metadata that's appropriate to that point and then basically means that I know how to be parse it as a mechanical. I don't necessarily know the semantics but I know how to partial chemical number to be able to, you can post, or if I have text and I wanna literally expand that out into deeper and deeper content. Where I'm actually saying, you know.

      38:56

    14. some Beltman strategies

      Beltman strategy