Human-centered Machine Learning: a Machine-in-the-loop ApproachIn 1950, Alan Turing asked the question: “can machines think?” This question has inspired excellent research in the area of artificial

Machine-in-the-loop where humans take full agency and machines play a supporting role, e.g., machines can provide suggestions to inspire creativity and help writers overcome cognitive inertia.

Human-centered Machine Learning: a Machine-in-the-loop Approach

Jordan Hall@jgreenhallCould chatgpt take a transcript of a dialogue and produce a map of the concepts discussed? If a given concept was substantially evolved over a series of such dialogues, could it produce a Wikipedia entry reifying the concept at the end of the series?2:11 PM · Dec 15, 20227 Retweets1 Quote Tweet77 Likes

Content Addressability is Magic

self-governing, fair, and accountable

independent of monopolistic and bureaucratic power structures

individuals have control over their data and how they interact and transact

Discover Cardano

Integrating Siloed Personal Knowledge Graphs

the first and most easiest thing to change is actually us not our Energy Systems

MEERTALK October 2022 - Simon Michaux

I call them the Arcadians

propel things of value through the upcoming constraints in the coming 100 years.

The Bottlenecks of the 21st Century

meaning what we say at all levels

let go of materialism

what do we have to learn?

industrial version of an organic farm

handle information

UN Biodiversity Conference

It’s Time for Biodiversity’s Paris Moment

Integrating Siloed Personal Knowledge GraphsCritical steps in improving the productivity of enterprise note-taking

A mashup is

User Model Interoperability (UMI)

bridge thegap across their presence in different communities

Socialfeatures can be combined with domain-specific applications

evelop social ties among each other

shareconten

personalized mashups of social networking sites.

A User-Centric Authentication and Privacy ControlMechanism for User Model Interoperability in SocialNetworking Sites

the m n d follo& an associ'arive t r d l , but ~t should I&pos-sible to best the mind decisively In regard to the permanence andclarity of the items resurrected from stonge

end users are in control

The Technology Behind Web3: Live Coding with Fission 74 views Streamed 13 days ago BlueYard Capital BlueYard Capital 318 subscribers

Kernel Building Kernel - 11/18/2022

Kevin Owocki internet citizen, DAO cartographer, EVM whisperer & aspiring chaos magician at @gitcoin — I spin bits for fun & profit, watch out for my MegaByte!

Is Web3 Bad for the World?We grade crypto’s global impact to find where it can do better.

DAOs for getting things done

The root node combines

without balance requirements.

When content is added to IPFS

For example

finally present

We find that

We make

no individualentity operates

decentralized nature of IPFS

We propose three complementary measurement methodolo-gies

We present

Openparticipation

contributions

IPFS relies on

Figure 3: IPFS publication and retrieval

Direct Connection Upgrade through Relay

NAT hole-punching solutio

entirely decentralized content-addressable media objectstorage and retrieval platform.

storing andserving media objects at scale

provide greater control forusers

PeerTube

Mastodon

“Decentralized Web”.

The monetary costs incurred during outages

widespread chaos during outages

single points of organizational failure

growing centralization of web systems

consolidation of ownership andoperation

CCS CONCEPTS

We further evaluate IPFS performance

IPFS)— an open-source, content-addressable peer-to-peer network

IPFS has millionsof daily content retrievals

This paper describes

“Decentralized Web” attempts to distribute ownershi

B. Y. Zhao et al. “Tapestry: A resilient global-scale overlayfor service deployment”

Named Data Networking (NDN)

Design and Evaluation of IPFS:A Storage Layer for the Decentralized Web

Design and Evaluation of IPFS:A Storage Layer for the Decentralized Web

AUGMENTING HUMAN INTELLECT: A CONCEPTUAL ... - DTIC

improving the intellectual effectiveness of theindividual human being

makes sure that both nodes sendtheir respective SYN packets at the same time.

Hole punching succeeded for 86% of the attempts on TCP

the relay serveris used to coordinate a hole punch through these two NATs.

Figure 3

Figure 2: Connection Reversal (after [ 6]): Node 𝑌 connects to therelay server (1.) and asks it to relay a connection to node 𝑋 (2.). Afterexchanging their respective addresses in the CONNECT messageof the DCUtR protocol, 𝑋 first dials 𝑌 directly (3.). This connectionattempt only succeeds if 𝑌 is a public node

Decentralized Hole Punching

at least a small fraction of nodes isnot located behind a firewall or a NAT.

address discoveryand relaying protocols

at least one (anyarbitrary) node to bootstrap peer discovery. The key insight is thatthe protocols used for hole punching, namely address discoveryand relaying protocols, can be built such that their resource require-ments are negligible. This makes it feasible for any participant inthe network to run these, thereby enabling the coordination of holepunch attempts, assuming that at least a small fraction of nodes isnot located behind a firewall or a NAT.

ceenabled by default on IPFS nodes behind NATs and/or firewalls,we plan to conduct comprehensive measurements, evaluating holepunching success across the entire heterogeneous IPFS network

One of the most important features of Plex is the ability to let you access your content whenever you want from wherever you are. That means not only at home, but also at work, at a friend’s house, on vacation, etc. To do that, you need to be able to access your Plex Media Server when away from your local network.

Plex, Inc. Stream without the struggle. Enjoy ALL your entertainment—plus 50,000+ free titles from us—with Plex. Entertainment Providers Los Angeles, California 9,894 followers

Amazon.com Goes Down, Loses $66,240 Per Minute

"An efficient method for checking object-orienteddatabase schema correctness,"

he more specific the concept thebetter.

Identify the lowest branches ofthe tree that seem to apply to your particular paper.

HOW TO CLASSIFY WORKS USING ACM’S COMPUTING CLASSIFICATION SYSTEM

Beware of a common pitfall

The question to ask is, "Would someone look forthis key word or phrase in an index?"

For a PDF version

Naming and addressing

ACM Computing Classification System

Networks

It relies on a semantic vocabulary

The 2012 ACM Computing Classification System

ranging from the learning

Dynamical-, Embodied-, Extended-, Distributed-, and Situ-ated- approaches

termed the DEEDS

reject the cognitivist view of mind and itsemphasis on symbolic representatio

articulate a stigmergic conception of socialcognitio

discovery

equat-ing the relevant knowledge with its social dimension.

outline ofan approach

processesof social cognition

What’s in a Pod?A Knowledge Graph Interpretation For The Solid Ecosystem

propose a reconciliatory graph-centric inter ‐pretation wherein a pod is a hybrid, contextualized knowledge graph.

The current document-centric interpretation

The suggested broader interpretation

server-to-server interactions where there isn’t really the distinction between who is the client and who is the server

APIs are like waiters - part deux

fully-discoverable APIs that enable autonomous interoperability between machines.

Introducing CoCo. Co-create, Code, Collaborate, Learn, Play—WITH PEERS IN REAL-TIME Watch video. Join the invite list: https://coco.build Builds on the hugely expressive @scratch @p5xjs environments. Being made with love by a tiny #PhD team @MIT @medialab @LLKgroup

Design and Evaluation of IPFS: A Storage Layer for the Decentralized Web

IPFS - Content Addressed, Versioned, P2P File System

Novum Organum

The inventoried self? Flippant backronyms?Join our Discord

Learn how hashgraph and Hedera network services work together for you to create an entirely new class of applications.

Hedera is designed for fast, fair, and secure applications to take advantage of the efficiency of hashgraph on a decentralized, public network you can trust

Immutable events Provide proof

Having googled this a ton, I’ve deter­mined that it is not presently possible to sync localStorage between the multiple instances of Safari or Chrome that a user is logged into.

repre­sent a suffi­ciently inter­esting exper­i­ment, because it accepts too much as settled

account

When you tell me about Twitter vs. Mastodon, I hear that you got rid of the flesh-eating piranhas and replaced them with feder­ated flesh-eating piranhas. No thanks, I’m still not swim­ming in that pool!

Don't settle for Mastodon

Let 2023 be a year of exper­i­men­ta­tion and invention!

what won't work would be a total disaster is 00:15:24 I'm gonna make up a term here API

Where Does Growth Come From? | Clayton Christensen | Talks at Google

It is revolutionizing human to human communication in group work we call it inter personal computing.

Gilder is outraged by Google’s lack of attention to security, in multiple senses of the word — customer security, software security, military security. Blockchain will fix all of this — somehow. It just does, okay?

creativity cannot result without human consciousness

“The new era will move beyond Markov chains of disconnected probabilistic states to blockchain hashes of history and futurity, trust and truth,” apparently.

APIs are like waiters - or are they?

Metaphors We Live By: George Lakoff and Mark Johnson

An example of a holonomic constraint can be seen in a mathematical pendulum.

We cannot rewrite this to an equality, so this is a non-holonomic, scleronomous constraint.

estrictedmathematics to the study of concrete operations on finite or potentially (butnot actually) infinite structures

The term is employed here to encompass a wide spectrum of views, including strict finitism,intuitionism, and predicativism. Poincaré adhered to the latter standpoint, while Weyl began as apredicativist but later embraced a form of intuitionism

And fi-nally constructivists,5 including Hermann Weyl and Henri Poincaré, restrictedmathematics to the study of concrete operations on finite or potentially (butnot actually) infinite structures; completed infinite totalities, together with im-predicative definitions that made implicit reference to such, were rejected, aswere indirect proofs based on the Law of Excluded Middle

for mathematical truth – and indeed for the very existence of mathematicalentities – was that of the consistency of the underlying systems, since theypresumed that any consistent, complete theory would be categorical, that is,would (up to isomorphism) characterize a unique domain of objects.

Strict Finitism and the Logic of Mathematical Applications

Strict Finitism and the Logic of Mathematical Applications [electronic resource] / by Feng Ye. By: Ye, Feng.

EP 48 – INTERVIEW – BORIS MANN – CO-FOUNDER AND CEO – FISSION

individualist nature of intelligence

do collective action and decision making at scale 00:35:54 um and could that you know is that an intentional super could it does an intentional super organism is it possible well i think that

if you can execute a task that is intelligence

collectivism for the 00:30:04 decentralized web

collective navigation of large amounts 00:29:39 of data in ways that are curated but credibly neutral

how do we make a like button for the internet

persuasive is the notion of indirect 00:28:19 coordination so because we all happen to be interested in the same topic and to be working on it along different dimensions doesn't mean that we have to agree on anything or collapse our projects into one or impose one upon the

enhancing wisdom in web 3 organizations

kind of visionary guy but the truth is that i'm more an actionary

participatory generative action research where we explore 00:26:21 through inquiry and action what are the qualities that we need to develop for collective wisdom

i'm a refugee from the collective intelligence camp where i spent 40 years studying sometimes contributing to the to the field

environmental modifications indirect coordination and trust networks

links between them as synapses then then that's to me what's interesting trust networks come out of that delegation collective decision making etc so that's that's something 00:20:02 i'm really interested in exploring thank you so much so that th

actually marking other people

stigmargic markers uh are sort of traces of human attention like they're not the full human attention but there's some trace some like part of human attention that we can sort of capture in 00:09:09 a digital environment

talk about the open source attention there's this idea you know people will 00:08:46 talk about like we need to free our attention online we need like autonomy or freedom uh of attention but then trying to operationalize that like what is attention

we have no control over that so the ground is sort of yeah 00:08:21 it's we don't own it and we don't really understand it so these platforms are providing this kind of ground that is not conducive necessarily just to sense making um and that is part of the reason like why 00:08:33 why they're yeah what brad was saying like why why there's issues with these platforms

why am i not seeing other people's attention like people that are sort of relevant why am i not seeing like where have they been once they were on this webpage like the trails that they left

shared attention is this kind of prerequisite for any kind of effective learning between a teacher and students you have shared attention where you're following the teacher's gaze or you're following their hand 00:05:59 pointing or you're just following what they're looking at or what they're interested in so different levels of like uh following someone's attention

describing collective behavior as well as long-term threads in 00:01:05 developing [Music] wise groups and how that all comes together in kernel

how we then have a onus to like curate and allocate our attentions 00:02:10 and how we integrate different asynchronous all of these different kinds of question

Kernel Building Kernel - 11/4/22

The Art of Hosting Good Conversations Online By Howard Rheingold

Chris Goodman and Gyuri Lajos

In conceptualization context is king.

content is king, context is queen

Complete Graph

Adjacency Matrix

complete graph

network is a complete graph and all nodes belong to a single component

All you need is links

The path of evolution is always through the adjacent possible

Coevolution creates living complexity

Enter StigFlow; think of automation tools like Zapier, but for collective sensemaking.

Let the stigmergy flow

Meaningful Nouns

Meaning-First semantic data models the subject-predicate-object construct is called a triple, the foundational structure upon which semantic technology is built.

Tyler Angert @tylerangertim losing my fucking mind let's redesign git step by step:

Life will knock us down, but we can choose, whether or not, to get back up.