Overview: Digital Transformation

Another scribe of the Betaworx Render conference on Thinking Tools (context), this time in good old-fashioned blogpost form, with scans of handwritten notes to boot. Contrasting this with some of the other annotations, it's a good example of the difference between "someone else's notes" and "someone else's blog post&q;…

I've been invited to write a chapter for an upcoming book on Personal Knowledge Graphs (PKG). My chapter will encompass each user’s PKG, the Social Knowledge Graph created by networking them together via the Fediverse, Solid hosting, AI writing tools and Decentralised Autonomous Organisations.This post provides a first draft of its Introducti…

A neural network to help web content authors efficiently and completely characterise their content using the site taxonomy. Accuracy improves with use.

A "How I use it" from Ivo. "Roam changed the game [by] ... treating the data as a graph ... [and] allowing blocks to quickly be nested, referred to, embedded, created from a piece of text in a block, appear in the sidebar, being searched and queried".Ivo developed a way of ontologising his Roam graph: "In the context of a…

"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…

"it's a start... Musk argued that disclosing what amplifies or downranks tweets would reduce the risk of “behind the scenes manipulation.” [but] algorithms alone offer limited insights" because it's not just an algorithm that defines what you see: it's a huge dataset - "content that enters the platform, each user’s p…

"for nearly a decade... my own views have whipsawed between extreme skepticism and cautious optimism. These days... a crypto moderate... much of the crypto market consists of overvalued, overhyped and possibly fraudulent assets ... [but] it isn’t all a cynical money-grab, and that there are things of actual substance being built" Most …

the vast majority of defi apps rely heavily on oracles, middleware entities that connect smart contracts to resources outside of their native blockchains. Without oracles, blockchains are like computers without internet access... Often referred to as hybrid smart contracts ... [oracles enable] smart contracts that can react to real-world events a…

An overview by Coda, with 20 more resources, on Coda & Notion, which both take "a modular approach to digital documentation. You can do traditional docs ... but you never have to leave the tool to build more complex workflows and processes".

"DAOhaus is a no-code platform for launching and running DAOs. It is owned and operated by the community. All DAOs on the platform utilize the glorious open-source code of Moloch".Also see their glossary: https://daohaus.club/docs/users/glossary

tokens Trojan horse principles of cooperatives directly into highly financialized spaces... [but] as tokens that double as governance rights can be sold on secondary markets... DAOs can learn from cooperatives’ emphasis on long termism... DAOs could introduce more forms of decentralized governance into cooperatives.

"Not every DAO mints its own currency, but ... Friends With Benefits,,, [has] $FWB... minted on the Ethereum blockchain... Membership: 75 $FWB... only one million $FWB tokens... When I first heard about Friends With Benefits this year, membership was already valued at $350. Today, it’s over $9,000."... like most DAOs, grants one vote per…

"Olympus is building a community-owned decentralized financial infrastructure to bring more stability and transparency for the world.... Olympus was ideated by Zeus and built by a distributed pseudo-anonymous team."Sees itself a a "store of value: ... Stablecoins are vulnerable to inflationary policies, while Bitcoin or Ethereum su…

"The Fingerprints DAO collection is composed of NFTs that revolutionized the use of smart contracts as art.". Includes:"26 Autoglyphs, the first ... “on-chain” generative art pieces on the Ethereum blockchain... the event data contains the full output of the generator - codified instructions, in a character art pattern, to the artwo…

Starts by covering the first IRL NFT/crypto conference, before seguing: "smart investors are not buying seven-figure JPEGs these days... looking past NFT artwork entirely... to Web3... decentralized internet service [running] on public blockchains, with token-based reward systems that allow users to profit from their online activities."e…

"In the first nine months of 2021 crypto startups, especially those that are creating the tools to build a blockchain-based future, raised $15bn in venture capital", triggered in part by "retail speculators... Investors are also betting that, as regulation becomes clearer, institutions will take it more seriously, stirring demand f…

Jarche's network learning model encompasses 3 zones (social networks, communities of practice and work teams), with each activity involving both working out loud and personal knowledge management.There are several facets, each looking different depending on the zone - for ex:you share your work freely with your work teams (you are, after all,…

Introductory Adjacent Possible essay on "building the most effective creative workflow", starting with a good definition of "“tools for thought”: using the computer not just to compose your thoughts... but instead as a tool for having more interesting thoughts in the first place... software that helps you generate ideas, remix them …

Andy Matuschak's daily routine and content strategy appear similar, but much more complex, than my own. It starts with something we share: "When my days don’t go well, it’s often because something derailed me in the morning, and I never really got back on track", and manages his day so that he spends the first two hours of the day f…

Having fun using Andy Matuschak's wonderful site to explore his innovative ideas on note-taking, zettelkasten, writing, etc. This link opens a number of his interrelated notes, displayed horizontally using his innovative 'stacked notes' information architecture.Key ideas from this stack:the importance of 'task division' in…

I suspect this will be a canonical text for me moving forward with myhub.ai.Mike Caulfield in 2015, when my first hub was only about 2 years old, had also "been experimenting with another form of social media called federated wiki... instead of blogging and tweeting your experience you wiki’d it. And over time the wiki became a representation…

Another example of topic-based aggregation being better at avoiding the toxic effects of a socially-based newsfeed (cf Reddit).Flipboard's new feature lets them quickly specify the subjects they care most about from among its 30,000-plus topics... "Flipboard uses AI to classify the articles and videos it’s aggregating and weave them into…

"forecasting the future is a complex and absolutely critical job. So how do you do it—and what comes next?"Fascinating series of short interviews with futurists. Some selected quotes:"When it comes to the future, you have two choices: ... build a great big wall to keep out all the bad news. Or you can build windmills and harness the…

Here's a good question: "If we carefully closed the right feedback loops, could we construct a creative flywheel that generates finished works?... knowledge gardening. You collect and plant idea seeds, returning periodically to water and weed... As a kind of self-organizing system, it can’t happen without some kind of feedback loop... …

German researchers studying "computational linguistics, hateful and oppressive speech and how social media exacerbates it studied ... five years of discussion between [Trump] supporters on Telegram, tracking how participants “gradually went from discussing governmental overthrow as a theoretical possibility to planning the January 6, 2021 Cap…

Facebook’s own recommendation algorithms have been inviting users to like pages that share pro-military propaganda that violates the platform’s rules... in 2018 the social media company admitted it could have done more to prevent incitement of violence in the run-up to a military campaign against the Rohingya Muslim minority ...hired more than 100…

"platform focused solely on professional publishing... open source tools for independent journalists and writers ... sustainable business around a free core application, funded by a premium platform as a service to run it on... non-profit foundation ... can never be bought or sold... [all] revenue reinvested into the product and the community…

First a definition of (the importance of) "Interoperability – the thing Facebook uses to slurp stuff in from the open web – is the key to self-determination." Without it:you're trapped: "leaving Facebook means leaving your communities, your relationships... your presence on Facebook is the reason someone else can’t go...you…

Subconscious is "a creative oracle that helps provoke ideas. It also captures those ideas, and remixes and resurfaces them, provoking more ideas... in a feedback loop that powers a flywheel of divergent creative thinking."Whereas spaced repetition tools like Anki "close feedback loops to help memorize facts", Subconscious will …

Analysing the impact of cultural diversity on corporate performance by feeding half-million Glassdoor reviews through a "Latent Dirichlet Allocation topic modeling" machine learning algorithm: "the “bag of words” approach... inductively infers categories... a statistical model that looks for words that tend to co-occur."Step 1:…