"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 - …

One of a great series of Reimagining the Internet podcasts. Guest: the Planetary.Social founder, discussing:the early days of Twitter: "Twitter's innovation ... happened all at the edges... users created everything... inline images and short links and retweets and the app, actual at and hashtags... the company... cultivated this garden w…

Content moderation "will always end up frustrating very large segments of the population and will always fail to accurately represent the "proper" level of moderation of anyone".any moderation will upset the moderated no moderation will upset those who don't like spam, harassment, etcpushing moderation to the users puts th…

"Learning takes time and effort. You can't just import highlights to evernote and expect your brain to understand everything. You have to think to understand. And writing is the best facilitator of thinking." <- actually a quote from the original video, but worth keeping and carrying forward.

Watched the entirety over the last week of 2020. Highly recommended series for getting to grips with Roam, covering everything from the basic of how Roam works through to detailed HowTos on project & goal management, zettelkasten, etc. Having said that, I won't be migrating my tasks out of a dedicated task mgt tool, or pasting bibliograph…

Reach outside your own site with federation via ActivityPub. WriteFreely lets anyone on Mastodon, Pleroma, or any ActivityPub-enabled service follow your blog, bookmark your posts, and share them with their followers. See how it works.

After pointing out that mainstream - ie centralised - social platforms cannot moderate effectively due to scale, then introduces fediverse/activitypub-based platforms. Will they face same moderation problems as the mainstream if/when they grow?Takes Gab's unsuccessful move into fediverse as an example: "Almost immediately, Gab was met by…

"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…

roughly 1 of every 1,000 pieces of content ... violates ... rules on hate speech... even with artificial intelligence and third-party moderators, the company was “deleting less than 5% of all of the hate speech posted to Facebook.”...civic integrity team... charged with protecting the democratic process and reducing misinformation ... recently dis…

a collection of our favorite visualizations, infographics, and other projects built on open data from Wikipedia and other Wikimedia projects

Approach to visualising Wikipedia category pages and their interconnections.

Given the myriad problems posed by social media platforms - content moderation, disinformation, censorship, privacy, anti-trust - this article "proposes an entirely different approach... that enables more free speech, while minimizing ... trolling, hateful speech, and large-scale disinformation efforts... also might help users ... regain cont…

A wide-ranging overview and linkfest to studies showing that the prevalence and impact of political echo chambers are at least exaggerated, and a preview of the author's upcoming book on the subject, based on surveys held in France, Germany and the UK, where "the percentages of users who claim to often agree with the political content th…

"adversarial interoperability... create a new product or service that plugs into the existing ones without the permission of the companies that make them... once the driver of tech’s dynamic marketplace" now stifled by legal means by Big Tech, which "climbed the adversarial ladder and then pulled it up behind them".EFF sees re…

"corporate-run social media implies a structure [and]... content limits the users have no say in, which favor harmful [content] ... while inhibiting freedom of expression. ... the next platform has the same problems ... “I’ll just build my own platform” leads to ... “alt-tech” platforms ... to host right-wing extremist content... So what does…

Didn't know: "Prominent conservative donor Rebekah Mercer is among the company’s financial backers"Interesting point: one of the main reasons many are on FB/Twitter is to troll other people - will it be harder to get people to come back to an app where everyone agrees with them?

Not the only interesting piece on Trump viewed from ancient Greece."this election was something like a census of American Idiots... " defined using the classical Greek meaning of “people who are consumed only with self-interest". Any society with too many such idiots would be "consumed solely with self-interest... [and] cease …

In response to this tweet, a link from Sascha who "distinguishes [only] between content notes and ... notes on notes". But it appears a little more complex than that."A Zettelkasten is neither a neatly structured filing system ... nor a turmoil deep sea generating ideas out of the ununderstandable chaos. There are three layers in my…

Overview of efforts to put data back into the hands of people. "platforms’ business models depend on network effects and scale to keep users engaged and to sell more advertising... a culture of virality that... poisons public discourse." Moreover, their data dominance is stifling competition & innovation. " So trustbusters are o…

DFRLab’s Foreign Interference Attribution Tracker (FIAT) database (see Interference2020.org) "captures allegations of foreign #us2020 interference... and assesses their credibility, bias, evidence, transparency, and impact".80 allegations were catalogued: a "sharp increase from 2016... vary widely in their evidence and objectivity, …

Fleeting Note (FN): the creation of Fediverse-based alternatives might suddenly become an urgency.

Trump's delegitimisation disinformation campaign bears fruit: while 60% of those polled by Economist/YouGov thought Biden legitimately won:86% of Trump voters said he hadn’t, with 80% saying he shouldn’t concede, and most thinking the courts will overturn the resultsover 75% think there was sufficient fraud to influence the outcome - although…

When changing their Newsfeed algorithm, Facebook's tests found "a dramatic impact on the reach of right-wing “junk sites,”... [by] January 2018 a second iteration dialed up the harm to progressive-leaning news organizations instead... Mother Jones was singled out as one that would suffer... Daily Wire was identified as one that would be…

"Facebook quietly stopped recommending that people join online groups dealing with political or social issues", and will "assess when to lift them afterwards, but they are temporary." This part of the Facebook's AI plays a key role in pushing "people down a path of radicalization... groups reinforce like-minded views …

An interesting corrective: here's the Tech columnist for the New York Times, claiming Facebook is flooded with right-wing misinformation, not all labelled as such - and "it's not clear that labels are doing much". Most people - including, usually, me - will read that tweet, have their beliefs confirmed and move on. What's…

right-leaning pages outperformed ... or performed similarly to left-leaning pages... consistently earned more average weekly interactions than left-leaning pages... both ... earned similar engagement rates... right-leaning Facebook pages tallied ... 43% of total interactions earned by pages posting about American political news, despite accounting…