22,069 Matching Annotations
  1. Mar 2023
  2. web3auth.io web3auth.io
    1. Harness the security of enterprise grade MPC Intuitive, fast multi-factor key management for applications and wallets

    1. programming language design are heavily based on mathematical logic

      the computer is imitation of creation itself There is more to it than what you can capture with any logic

      logic was the poor man's virtual machine

      but it was only a few bit one

      Once you to wordsizes beyond 32 bits new universes become accessible

      and we can go beyoing logic for a long time before we understand tha htat is

    1. Does HoTT Provide a Foundation for Mathematics? by James Ladyman (University of Bristol, UK) 4.4K views 5 years ago FOMUS 2016 all Talks (in chronological order)

      constructive intentional type theory

    1. How to Make Health Care Person-Centered, Equitable,and Sustainable. Springer, Australia. p2386Human Learning Systems: A practical guide for the curious

      person-centered

    1. decline in (brave) spaces,

      brave spaces

      // yeah lack of autonomy and freedom of reach - we are burried in info glut and the means available to - build meaningful connections captivate us in spaces - designed against our best interests - addictive, rage driven, click baity, hollow, hard to keep track of and share or make sense of

    1. Using a Matrix for Decision Clarity and Confidence

      4:15 catalytic thinking

      chnge the question change the word

    1. Collective Values-Based Decision-MakingAn App for facilitating consensus more efficiently among leaders and teams with different interests

    1. Decision Matrix – A tool for call Flint for collaborative decision-making (learn more about Flint)

    1. Co-creating Hylo The Social Coordination Platform for a Thriving Planet

    1. Hylozoic Social coordination for a thriving planet

    1. Community Notes: a collaborative way to add helpful context to Tweets and keep people better informed

    1. Welcome to the Center of Complex Interventions (CCI)! People ask us “what do we mean by complex interventions?”

    1. current Interventions, linked to their associated investments, funders, and actors.

    1. Climate Map & Online Tools A tool that visualizes ongoing research in climate change.

    1. Human-to-human stigmergic marking that promotes emergent collective behavior and creates emergent open-data social graphs with lots of uses.

      open people-centric information

    2. landscape of interaction is individual humans online

      landscape of interaction

      individual humans online

    1. 4 This answer is not useful Save this answer. Show activity on this post. You have to escape all characters that can be used in a URI In modern browsers you only need to escape the # character in SVG

      SVG

    1. You can leave the encoding in UTF-8, and drop the <svg> syntax right in there! Like this:

      this may just work

    1. encode(str) – returns Uint8Array from a string.

      TextEncoder dercoder

    1. SVG - Interactivity

      svg click event on element

      module - wcg

    1. "We just realized that we needed the core communications tools here first before layering on more tools to support coordination and action."
    2. A Network Minus the Media - Looking for Help

      use this link so that the annotation becomes visible

      https://www.hylo.com/all/post/57578

    1. Back in the day when Computer-supported Personal Work and Computer-supported Collaborative Work were buzzwords for every 1 initiatives that addressed the need of individual's work we had 100s time more addressing Collaborative Work.

      CSPW vs CSCW

    1. Build Native, Cross-Platform Apps Rapid application development for Desktop, Web, Mobile & Raspberry Pi

    Annotators

    URL

    1. It can’t be stored or accrue interest over time.
      • sure it can be "stored"
      • can accrue interest by furtheuing YOUR interests, pursuit
      • try annotating as you read.
      • mine your annotation for your benefit 0 reflect and write about your learning 0 share it and have deep conversations about them
      • just use it or loose it
    1. Meilisearch Powerful, fast, and an easy to use search engine

    1. A lightning-fast search engine that fits effortlessly into your apps, websites, and workflow.

      search enguine

    2. Meilisearch helps you shape a delightful search experience in a snap, offering features that work out-of-the-box to speed up your workflow.

      Description

    1. You can install Meilisearch locally or deploy it over a cloud service. This guide covers each option in detail. # Local installation

    1. I need to do a knowledge base thing for work. Looking at https://www.bookstackapp.com/ which seems to have a reasonable API. Our demo/evaluation instance is here https://knowledge.transition-space.org/ the API is here: https://knowledge.transition-space.org/api/pages

      Description

    1. dependency switch but it does but it also does something else it bottles it sort of takes everything to do with the change that the event talks about and bottles it into a thing 00:07:30 an object a record or something of a cert that you can refer to and pass around

      refer to and [ass around

      Named Everthin(g|k)

      not imagijigs but imaginings

      Everything is possible if you can imagine it so

    2. let's face it names in software systems are one of the most 00:11:25 important things we have to deal with

      naming most important

      // can't get it right first time - your understanding grows with the system - hence it should be low cost - to change things names around

    3. whether you use 00:11:12 events or commands under the covers they're basically the same thing they're often messages on cues they look exactly the same the difference is all about naming

      command event naming

    4. this is one of the two hard problems in software right this is naming things

      hard problem

      in software:

      naming things

    5. event 00:09:54 naming or command naming

      event command naming

    6. first-class thing imagings

      thing imagings

    7. some kind of first class thingamajig that needs to be a new technical

      first class ting imagejig technical term

    8. when we call a function 00:07:43 that's just a very transient thing

      transient thing

    9. event notification we're using events as a notification system uh no notification mechanism between multiple systems

      event notification system

    10. very important because it's about our language and our 00:09:03 communication and how we talk about our intentions about things we could describe

      language

      intentions

    11. it makes the change a kind of first class thingamajig

      change first class

    1. All Tech Is Human is strengthening the Responsible Tech ecosystem with multiple stakeholders, disciplines, and perspectives so we can tackle wicked tech & society problems.

    1. The Beacon Network A not-for-profit social network devoted to community, connection and action. Social media prioritizes content and capturing user attention. Beacon prioritizes the network, with meaningful interaction that translates to real world impact. Check out our website,

    1. Thinking Asynchronously: App Integration Patterns for Microservices • Rebekah Kulidzan • GOTO 2022

      thinking

    1. Is Software Engineering Still an Oxymoron? • Alan Kay • GOTO 2021

      yes

      keynote is contextual

      Excellent question

      ARPA community

      Tumbstone curious

    1. In the end, maybe the best evidence against this bizarre and complicated version of materialism is that those who use it cannot resist simulating spiritual reality, even while attempting to explain it away.

      resolutely materialist spirituality

      cannot resist simulating spiritual reality

      explain it away

    1. A resolutely materialist spirituality

      oops

    2. Emergent Strategy Shaping Change, Changing Worlds

      Description

  3. www.terran.io www.terran.io
    1. re-design how humans relate to each other and the planet,

      learning from - the more-than-human world and

      applying the lessons of = emergent strategy - adaptation, - decentralization, - fractal awareness, - resilience, and - iterative change to our work

    2. What is Terran?Terran Collective is
      • a community of
        • care
        • practice
      • commons engine
      • a living system
      • an experiment

    Annotators

    URL

    1. we didn’t see existing projects with the holistic vision and depth of integrity required for this mission to succeed.

      holistic vision

      depth of integrity =

    2. Building Hylo: The Social Coordination Platform for a Thriving Planet

    1. Tijn Tjoelker 2nd degree connection 2nd Executive at Climate Cleanup | Transformation | Regeneration | Mycelium | LinkedIn Top Green Voice

    1. by Tijn Tjoelker

      Executive at Climate Cleanup | Transformation | Regeneration | Mycelium | LinkedIn Top Green Voice

    2. To nurture this culture of stewardship

      nurture - culture of stewardship - need tools expressly designed for CARE

      design - for - CARE mutual support, - peer-to-peer collaboration, and - self-governance of community resources - for community resilience 🛠️

      // where each participant is empowered to be autonomous actors in their own(ed) emergent InterPersonal InterComminty networks of networks of evergreen co-creation and collaboration co-creating/evolving the very means needed to do so

    3. all the world is a commons,

      All is commons = we are all responsible - for its care. =

      We are all stewards. We just need to remember that.

    4. It's a story of care

      Within Terran Collective, we call this a culture of stewardship -

      the responsible and loving management of - a shared resource.

      implies responsibilities, not rights. -

      indicates - relationship, - not ownership.

      In a nutshell, stewardship means care ❤️ =

    5. Overall values-alignment

      prioritize - sovereignty, - interoperability, - relationships, and - care

      • so do the communities we work with 🌟
    6. Hylo is a public good,

      - technology commons

      • built - in public
      • active - open source community
      • contributing
        • ideas
        • designs
        • code
    7. Grounded in place

      Hylo is local - one of the few community tools that has a geographic context, - with specific capabilities for bioregional and place-based groups. - This facilitates - coordination at the scale - regeneration actually happens: locally 🌱 =

    8. Rooted in relationship

      work with - partners to - understand their community’s needs and challenges, - solve them together.

      The opportunity to co-develop technology = this way is rare and valuable 🤝

      / resonate with vision task and mission of - bootstrapping - Open Commons-based, peer production of interpersonal autonomous constellations supporting - stigmergic, synnergetic symmathesy and the co-creatioin, co-evolution of of Personal firstt, Open, Interoperable and ubiqutous sotware and tools needed to support and scale it in the long tail

    9. Hylo facilitates the transition

      transition from - top-down - to - peer-to-peer organizing,

      helping groups - evolve in alignment with their vision & values - scale their impact 🎯

    10. Hylo is built for collaboration across groups, not groups acting individually in a silo.

      Hylo - build for collaboration across groups - not groups acting individually in a silo

    1. #collaboration #prosocial #platformcooperatives, #bioregionalism #decentralization, #neweconomy, #systemsthinking #permaculture, #regenerativedesign, #web3, #blockchain #liquiddemocracy, #universalbasicincome #landback #indigenouswisdom

      hashrags

    2. Community Weavers Guild

      !- search :

    3. nurturing successful teams that love working together and build great things together.
      • nurturing teams
      • build great things
    4. confident in my ability to pickup any codebase on any tech stack and run with it

      pickup - any codebase - run with it

    5. for - CTA IP MAP

      from : https://www.hylo.com/all/members/7650

    6. mainstream model of VC backed startups

      unlikely to create - radical change needed in the world - crises - climate change, to political polarization and misinformation.

      created = Terran Collective to create - a container for our work - ensure - stayed incorruptible.

      run = Terran as a - for-profit, non-profit hybrid using = Sociocracy - governance - model - support -each team member - as - whole human beings.

    7. technical lead of our primary project Hylo

      technical lead - Hylo

    8. building community, systems and tools that foster trust and collaboration,

      foster - trust - collaboration

    1. ApproveRejectView DetailsRequest a reviewLearn morePage1/14Loading…{"id": "1qo24nRIFCzIitNmsMWBN4P4EqOxo-AAe", "title": "What is Holosourcing Public Share(3) (1).pdf", "mimeType": "application\/pdf"}

    1. in most two-copula systems ‘one [copula] will justrefer to a state and the other to coming into a state, similar to be and become inEnglish’, citing the Nepalese Tibeto-Burman language Dolakha Newar as anexample. Sneddon (2006:98f.) describes Indonesian as having two such copulas;

      state dn becoming distinction is reflected in having two copula's.

      So the sequence seem to be no copula, best. ditinction drawn between state and becoming, then finally stuck with state for every tnhin/thing/

    1. Is SolidJS the better ReactJS? 90K views 2 weeks ago

    1. primary abstractions of the map which are memes resources agents and services
      • memplexes
      • agents (machine actors)
      • (human) actors with the capacity to make meaningful intentful choices and establish human trust in interpersonal own(ed) networked conversations and mutual attention convivial enduring deep collaboration with other people limited by and communities We spaces
      • capabilities
    2. anything that can be conveyed

      meme is but a memorable contextual name for the entire complex from which it emerges an index of an experience

    3. Richard Dawkins initial 00:14:29 definition of meme which is it's a self-replicating mutating and recombining unit of culture

      critique of - Dawkin's concept - meme are better thought of memeplexes - it is not about survival of the fittest - Dawkins conception perpetuates the very same worldview that is anti-sacred, that does not honour the complexity of situatedness - but mutual emergence of entire complete associative complexes - that endure, because they capture, articulate concerns - that are exhibit high degree of - coherence, completeness, relevance, significance, meaningful and contribute to cultural co-evolution in ways that contribute to endurance, sustainability viability of culture itself sustaining human thriving

    4. what might an architecture for supporting that look like

      underneath - architecture - need to consider the space of Cosmologies - as we are imitating creation itself with the Computer arts

    5. the unconscious economy

      unconscious economy

    6. reimagining of how we interact with one another and with the web of lif

      web of life

    7. re-embracing of our essential Oneness

      essential Oneness

    8. Essential self

      self

    9. economic self

      self

    10. enable and Empower coherent and Cooperative Collective action at all scales
      • coherent
      • cooperative
      • collective
      • action at scale
    11. grows from the bottom up so Empower individuals Empower families small social groups up to Commons bio regions planetary organisms

      grows from bottom up

    1. this video is part of a series whereby all synergy space co-creators and our extended community of change-agents are invited to put their "cards on the table".

      problems define their own solution

      Stigmergic Synergy engine for Symjmathesy mutual learning = IndyWeb

    1. Workflow automation for technical people Build complex automations 10x faster, without fighting APIs

      workflow automation

      Description

    Annotators

    URL

    1. The Essence of Being: Peter Russell 21K views 4 years ago

    1. Newfoundation is a community of creators, engineers, and researchers committed to building decentralised information systems that combine economic incentive systems with decentralised reputation

      x

    1. Explicit vs. Continuous Saves.

      explicit save

    2. a visualizer selector function that dynamically selects visualizers at runtime.

      visualizer

    3. DAHN depends upon robust Metaspace and HolonSpace capabilities

      metaspace capabilities

  4. bafybeidbnz4ixh4fcqxg5ti43pc5heowaov2gq25qn3uekcogvnvhnjtrq.ipfs.dweb.link bafybeidbnz4ixh4fcqxg5ti43pc5heowaov2gq25qn3uekcogvnvhnjtrq.ipfs.dweb.link
    1. Turtleocracies pivot around a particular kind ofperson

      person - Visionary Turtle - A turtle with a deep abiding beautiful Vision a germ of a - reasonable deep tacit conception - slow, - mostly-takeless about the path people (turtles) - gain wisdom and discernment on a topic area<br /> - through ceaseless explorations of the paths - to arrive where it all started - and see it for the first time - deep abiding curiosity about a particular question, - without particularly strong ideas or "takes". - regarding the paths to follow - experiment to fail fast or make true progress - think of any particular project or experiment as the first in a long series, - the projects are about exploring the paths and refining the concept as unlikely to answer their question, and as based on a woefully incomplete understanding of the space. - contrast that with accepting that the path explored may need to be abandoned - if it does not contribute to growth of understanding fo the problemn and the solution space

      In a turtleocracy, these turtles are surrounded by faster, idea-driven people (rabbits and birds) who suggest ideas and models to them. - all this applies to the path not the goal

      Description

    1. About A pinning service for Orbitdb, a decentralized database based on IPFS.

      pinning service for OrbitDb

    2. Three0Dev / Three0Pinner

      ThreeOfPinner

    1. v0.29.0 v0.29.0 9d3cf91 Compare Choose a tag to compare View all tags haydenyoung tagged this

      orbitdb

    1. Sree Grandheinspiraluna: this is our pinning service, you're welcome to check it out. Our org has our working IPFS configs as well that replicate with relatively minimal lag https://github.com/Three0Dev/Three0PinnerAbout two months ago we were talking about replication issues between browser and nodejs orbit-db some folks had with earlier orbit-db versions < 0.29. (like me) I promised you to give it a try to update my problematic orbit-db-pinner with latest orbit-db 0.29.0 but had to stop the experiment after a quick truying. Last week then, forked again SSree Grandhe s awesome Three0Pinner with working WebRTC signaling star connection . I upgraded all libs to be orbit-db 0.29.0 and added support for replication with the ethereum identity provider. https://github.com/DecentraSol/orbit-db-pinner This now seems pretty neat! My browsers data get now replicated to a node in the internet without any delays or other troubles. Halleluja! I am just wondering about SSree Grandhe idea to disconnect from all orbit-dbs after some team and then re-check for synchronization. I guess he was inventing this because of a memory leak problem - he ran into. Lets observe this question bit further.

      orbitdb pinner

    2. New orbit-db (v0.29.0) was released! It’s now all ESM and compatible with latest ipfs version. See release notes here https://github.com/orbitdb/orbit-db/blob/main/CHANGELOG.md#v0290👍️1

      z

    3. On that note, I recommend to also check what the plans are for the future of js-ipfs https://blog.ipfs.tech/state-of-ipfs-in-js/(tldr big changes coming)

      https://blog.ipfs.tech/state-of-ipfs-in-js/

    4. there's a new transport protocol coming to libp2p, WebTransport, that will make it easier and more straightforward to connect different nodes, but that hasn't been yet implemented nor tested in OrbitDB. would highly welcome a PR that does that and adds support for WebTransport in OrbitDB.that all said, it's been a while sine we updated OrbitDB to use the latest version of js-ipfs, so there may be other weirdness caused by older versions or the different versions not being compatible. you can try installing the upcoming new release from npm using npm install orbit-db@next. there will be an official new release (hopefully) later this week that makes orbitdb again compatible with latest IPFS.

      compatible with latest IPFS

      jan 17

    5. Hrmm, I also just successfully attempted to force replication. It's a bit hacky, but I used IPNS to publish a directory that contains an entry which contains the local heads of my "host" instance, and then pushed that to the "client" instance's replicator.frozenfireFheads = (await db._cache.get(db.localHeadsPath)).map((entry) => entry.hash) and then await db._replicator.load(heads)

      force replication

    6. @room We have recently migrated OrbitDB to es6 modules and are looking for community testers. If you would like to help, you can test our @next releases. Repos are available on https://npmjs.com and can be installed into your project using the node package manager, for example, npm install orbit-db@next. Please note that these new packages are using the new ES syntax and so will not work with legacy CommonJS implementations. To work with CommonJS you will need to use the import() function. See https://nodejs.org/api/esm.html#require for more information.

      new version

    1. Each entry added now contains references to previous entries in powers of 2 distance apart up to a maximum distance of referenceCount (default 32) from it,

      wow

    2. Our benchmarks show an increase of 2-3x loading and writing speeds! 🎉

      2-3x

    3. nodes running an older version of the docstore will ignore any changes made by putAll operations.

      putAll

    1. State of IPFS in JS Alex Potsides ,  Marcin Rataj ,  Steve Loeppky ,  Daniel Norman ,  Elliot Lee 27 October 2022

    1. A bridge between OrbitDB and Powergate, which is itself a bridge between Filecoin and IPFS

      here again

    1. "the loss of potential gain from other alternatives when one alternative is chosen."

      definition does not involve sacrifice

  5. Feb 2023
    1. Key Event Receipt Infrastructure; a secure identifier overlay for the internet.

    1. wrestling not only with Reacts default architecture but also Redux's.

      no redux

    2. moving the generation of inputs away from markup into external locations.

      generation of inputs away from markup

    3. Markup should be dumb and should only be responsible for the most basic presentation concerns

      presentation concerns

    4. no longer letting the framework dictate the rules of engagement!

      rules of engagement

    5. Us JavaScript engineers waste so much time learning new frameworks to simply eschew the old ones.

      learning new eschew old

    6. functions would have no inputs (they would be niladic)

      niladic

    7. How many arguments should we have if we want the least amount of coupling in an app? The answer is... none.

      least coupling no argument

    8. what we ended up with was a move towards both the data and the behaviour (buried in markup) becoming tightly coupled...

      buried in markup

    1. Regenerative Innovations in Digital News and Social Media

      regenerative innovation

    2. Can digital economy innovations change how

      the digital relationships are - founded, - formed and - mediated? And what type of relationship would there be between humans and technology?"

    1. Reorder elements in a list or grid using the mouse.

      sortable

    1. The lips of wisdom are closed, except to the ears of Understanding

      Clear sign of spiritual blindness is the worship of the idea of the all seeing eye

      How Hermeticism is turned into gnosticism

      The all seeing eye cannot see what matters

      is a view from nowhere, and is now view at all

    1. The grand chessboard : American primacy and its geostrategic imperatives

      PINCER MOVEMENT AGAINST CHINA

    1. you can merge those changes into your local local source tree using the update command. In autosync mode,

      Trunk based development <svg xmlns="http://www.w3.org/2000/svg" class="pikchr" viewBox="0 0 163.534 450.735" data-pikchr-processed="1"> <path d="M29.8404,9.72L29.8404,66.6A54 7.56 0 0 0 137.84 66.6L137.84,9.72A54 7.56 0 0 0 29.8404 9.72A54 7.56 0 0 0 137.84 9.72" style="fill:rgb(173,216,230);stroke-width:2.16;stroke:rgb(0,0,0);"></path> <text x="83.8404" y="33.75" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">Remote</text> <text x="83.8404" y="53.91" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">Repository</text> <path d="M29.8404,189.72L29.8404,246.6A54 7.56 0 0 0 137.84 246.6L137.84,189.72A54 7.56 0 0 0 29.8404 189.72A54 7.56 0 0 0 137.84 189.72" style="fill:rgb(144,238,144);stroke-width:2.16;stroke:rgb(0,0,0);"></path> <text x="83.8404" y="213.75" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">Local</text> <text x="83.8404" y="233.91" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">Repository</text> <path d="M83.8404,340.56L146.203,448.575L21.4782,448.575Z" style="fill:rgb(255,255,0);stroke-width:2.16;stroke-linejoin:round;stroke:rgb(0,0,0);"></path> <text x="83.8404" y="406.267" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">Local</text> <text x="83.8404" y="426.427" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">Source Tree</text> <polygon points="69.6672,88.3332 73.9872,99.8532 65.3472,99.8532" style="fill:rgb(0,0,0)"></polygon> <path d="M69.6672,167.987L69.6672,94.0932" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);"></path> <text x="69.6672" y="128.16" text-anchor="end" fill="rgb(0,0,0)" dominant-baseline="central">push </text> <polygon points="98.0137,167.987 93.6937,156.467 102.334,156.467" style="fill:rgb(0,0,0)"></polygon> <path d="M98.0137,88.3332L98.0137,162.227" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);"></path> <text x="98.0137" y="116.46" text-anchor="start" fill="rgb(0,0,0)" dominant-baseline="central"> pull</text> <text x="98.0137" y="139.86" text-anchor="start" fill="rgb(0,0,0)" dominant-baseline="central"> clone</text> <polygon points="69.6672,268.333 73.9872,279.853 65.3472,279.853" style="fill:rgb(0,0,0)"></polygon> <path d="M69.6672,340.56L69.6672,274.093" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);"></path> <text x="69.6672" y="304.447" text-anchor="end" fill="rgb(0,0,0)" dominant-baseline="central">commit </text> <polygon points="98.0137,340.56 93.6937,329.04 102.334,329.04" style="fill:rgb(0,0,0)"></polygon> <path d="M98.0137,268.333L98.0137,334.8" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);"></path> <text x="98.0137" y="284.287" text-anchor="start" fill="rgb(0,0,0)" dominant-baseline="central"> open</text> <text x="98.0137" y="304.447" text-anchor="start" fill="rgb(0,0,0)" dominant-baseline="central"> update</text> <text x="98.0137" y="324.607" text-anchor="start" fill="rgb(0,0,0)" dominant-baseline="central"> merge</text> </svg>

    1. The Mercator projection, the most popular world map, distorts the size of the shape of landmasses near the pole

    1. but now technology throws a 00:03:25 curve

      technology throw curve

      curve is that we live so long that we figure out what a scam this is we figure out that what you're supposed to work for isn't worth having we figure out that our politicians are buffoons we figure out that professional scientists our reputation building grab tailing weasels we discovered that all organizations are corrupted by ambition

    2. culture itself is some 00:02:35 kind of neon izing force

      culture neotenizing force

    3. neoteny is the retention of juvenile characteristics into adulthood

      neotony

    1. stand up and yell

      bullshit

    2. tand up on their hind legs and howl

      howl

    3. the drama of a Dying World has been turned into a soap opera

      drama dying world

    4. we Empower our experience by insisting on our authenticity

      authenticity

      stand up and howl

      Primacy of experience

    1. Telegram Web K Based on Webogram, patched and improved. Available for everyone here: https://web.telegram.org/k/ Developing

      telegram web

    1. sharing supervised out-of-scope signals in joint modeling of domain and intent classification to replace a two-stage pipeline;

      our-of-scope signals

    2. classify domain and intent simultaneously

      model domain in intentional contexts

      intentflow