Overview: Digital Transformation

"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:…

Although this looks like someone looking for problems because of the apparent near-future success of "solutionism", some good points here: we need "an institution that will know what ... regulations to suspend (eg libraries and IPR) ... to fully leverage the potential inherent in digital technologies for the public good."Recent…

The “Brussels effect:... When the European Union comes up with some new tech regulation, it can quickly spread around the world"...To draft its proposed AI regulatory approach, the EC "created a 52-member “high-level expert group” ... collected further input via an “AI alliance” ... published a white paper" to which 1,250 groups a…

Great piece on the implications for creators of the shift to algorithmically managed content platforms."Vine was an entirely new cultural platform ... Twitter had unwittingly enabled the creation of a true subculture... [but] didn’t know how to make money from it... in contrast... TikTok has prospered because it generally seems to understa…

"AI Dungeon ... used text-generation technology ... OpenAI to create a choose-your-own adventure game inspired by D&D... algorithms crafting a personalized, unpredictable adventure".This is a huge creative playground: over 20,000 players each day; one player "claims to have written an estimated total of more than 1 million word…

Good short history: "design thinking ... has spread from products to services to just about anything in business... often used as shorthand for a magic potion approach to innovation and creative problem solving... end up being a theatrical thing that people can point to and say, ‘oh we did that.’ "So it's one example of how "or…

"A framework for building enduring products"Level 1 is to focus on growing uses completing the core action, which forms the product's foundation, usually correlates with retention. So design features which optimise for people completing the core action. Level 2 - retain users by creating accruing benefits: customer usage improves t…

"first mile of a product’s user experience is almost always an afterthought. The welcome/tour, the onboarding, the explanatory copy, the empty states, and the defaults ... the “top of your funnel” for engaging new users... increasingly neglected over time despite becoming more important ... products built for a tech-savvy ... early adopters …

"Focusing on individual features and experiences is good, but you should never forget about the position you’re trying to hold." Know "Which problems are good fits for you and which ones are bad fits?" so you don't build features for problems which are incoherent with your position.Snickers can’t take a feature request to …

The image is bad - it's a graph, not a grid, unless you can somehow make a negative investment. Anyway, the model distinguishes "between basic and differentiating features.. improving certain aspects only serves to maintain basic expectations, whereas improving other aspects can delight customers with less effort"Basic features sho…

"the most efficient way to operate during the earliest phases of a startup lies in between a formal business plan and unstructured iteration... documenting your initial product/market fit hypotheses, systematically validating each of the most uncertain hypotheses, and continually iterating on and updating [them] ... through customer validatio…

How to measure & optimise for product/market fit? Use this leading indicator: "just ask users “how would you feel if you could no longer use the product?” and measure the percent who answer “very disappointed.” " You need at least 40%.Article goes through the process step by step, and comes with an interactive tool:A) Ask people who&…

Sets out a solution to the "TiVo problem": essentially, TiVo had the innovative product but not the content to operate it on. This usually ends badly for the innovator, who gets screwed by the incumbent, who has the distribution (eg ComCast). Despite the example, Tivo "did not fail... a patent troll of sorts... collected more than $…

Interesting longread on " Why the internet remains a tool of American hegemony", pointing out that " The internet was built by the U.S. military at the height of the Cold War and privatized into corporate America at the peak of anglophone neoliberal hegemony."There was a moment of freedom, when there were "millions of diff…

Andreessen Horowitz on sales channels, because "products often fail because the company chose the wrong route to market... A properly designed sales channel is a function of the product that you have built and the target... you wish to pursue."Presented as a function: the channel (c) is derived by a function (f) - distribution design - …

"GPT-3 ... generates tweets, pens poetry, summarizes emails, answers trivia questions, translates languages and even writes its own computer programs, all with very little prompting"It's surprised a lot of AI researchers, but also "often spews biased and toxic language" and isn't always convincing. It's a univers…