Grjte's 2nd Groundmist post "to explore ... local-first AppViews for local-first data, similar to atproto's AppViews for public data" first points out that the protocol allows anyone "to build a wide variety of different views ... of public ... Personal Data Servers (PDSes). These interfaces are known as "AppViews&quo;…

Came across this via Boris Mann in the runup to Ahoy2025 - the very first time I saw someone developing the #ai4community tools I want for decentralised collective intelligence: "Groundmist echoes the design of AT Protocol... but applies these ideas and select elements of the protocol to local-first software and data... It uses Automerge, AT …

Shawn Murphy channelling his inner Vulcan as he describes what happens when "two people only are having a conversation ... a particular magical thing ... call it Mind Melding". This is something similar to shared mental map, an idea I borrowed from England's relatively famous footback coach in the 1990s. But this isn't football…

From Sublime, who know a thing or two about curation: "At first, I saw using AI as a binary choice between soulless efficiency or becoming a luddite and preserving your authentic human creativity", but Claude changed that. "Curiosity is a better compass than cynicism... [stop] defending your territory [and] exploring what's pos…

Good career advice, and a great exploration of glue work: "the difference between a project that succeeds and one that fails"."nobody else is onboarding the junior engineers, updating the roadmap, talking to the users, noticing the things that got dropped, asking questions on design documents, and making sure that everyone's go…

"With Zuckerberg going full Musk last week, we can no longer let billionaires control our digital public square... it will take independent funding and governance to turn ... AT Protocol—into something more powerful than a single app... an entire ecosystem of interconnected apps and different companies that have people’s interests at heart. …

Simon Willison's "review of things we figured out about [LLMs] in the past twelve months, plus my attempt at identifying key themes and pivotal moments" has 19 major points:"GPT-4 barrier was comprehensively broken": the year saw 18 organizations produce "models on the Chatbot Arena Leaderboard that rank higher than t…

"misinformation is powerful, not because it changes minds, but because it allows people to maintain their beliefs in light of growing evidence to the contrary. The internet ... as a justification machine".Humans are "evidence foragers ... historically [that's] meant digging into a subject, testing arguments... That was the foun…

"The internet has become an extractive and fragile monoculture. But we can revitalize it using lessons learned by ecologists."Establishes the metaphor with a story about “scientific forestry” - the late 18th century growth hacking technique that "made timber yields easier to count, predict and harvest, and meant owners no longer rel…

Excellent intro to Bayesian thinking: when struggling to function in a world of uncertainty, "Bayes offered an elegant solution. Instead of demanding absolute certainty... he provided a mathematical framework for learning from experience... to systematically update our beliefs as new evidence emerges, transforming probability from a static me…

Another Bluesky guide with "the tips & tricks that I often give to friends when I send them an invite code", including a brief but informative history lesson.Of particular interest to me in early November 2024:"they promise they won’t “enshittify” the service in future... [are] explicitly building the network to be “billionaire-…

"Only people can trust, but only machines scale well. Today’s websites and apps are built to compensate for an absence of trust, rather than to support its growth."Instead we have the 'I accept' button: "we know we are lying the moment we touch it, as does the author of the legalese no one expects anyone to read. Navigatin…

"over-reliance on AI... may lead to human deskilling and diminished cognitive engagement... to accept information given by AI without performing critical examinations... misleading users with hallucinated contents... [hence] extraheric AI... conceptual framework that fosters users' higher-order thinking ... creativity, critical thinking,…

“If you read 1,000 papers and build a powerful representation, humans can interrogate, mine, ask questions, and even get the system to generate new hypotheses...What you will learnAccelerating scientific discovery with generative knowledge extractionUnderstanding ontological knowledge graphs and their creationTransforming information into knowledg…

"A deep dive into why RAG doesn’t always work".It should be easy: "install a popular LLM orchestrator like LangChain or LlamaIndex, turn your data into vectors, index those in a vector database, and quickly set up a pipeline with a default prompt."However, while "quick-and-dirty demos are great for understanding the basics…

"When we attribute human-like abilities to LLMs, we fall into an anthropomorphic bias ... But are we also showing an anthropocentric bias by failing to recognize" what they can do?

Note-taking apps are "designed for storage, not sparking insights. Can AI change that?".Casey's info overload is worse then ever: "As a journalist, I’ve never collected as much data as I do now ... browsing four or five social feeds ... arXiv and pre-prints ... [leaves] a stack of research that I will never get through. Book ga…

Profile of New_Public, founded by Eli Pariser of Filter Bubble and Upworthy fame, and Deepti Doshi "from from Meta, where she’d spent much of her tenure leading the company’s Community Partnerships... supporting, Facebook group admins... as well as UT Austin professor Talia Stroud, who remains on the board, and their drive to stimulate "…

"What happens to GPT generations GPT-{n} as n increases?... the use of LLMs at scale to publish content on the Internet will pollute the collection of data to train their successors: data about human interactions with LLMs will be increasingly valuable."

Ludicity (aka Nikhil Suresh), a developer with real AI chops ("formal training as a data scientist, going so far as to dominate a competitive machine learning event at one of Australia's top universities and writing a Master's thesis where I wrote all my own libraries from scratch in MATLAB") has had enough: "it is with gr…

"it’s surprisingly unclear what the AI search startup actually is"- according to its CEO it is, depending on when he's asked:"an answer engine...almost like Wikipedia and ChatGPT had a kid,,,a mere “aggregator of information”"All three cannot be true. The chatobot itself "is more specific... “Perplexity AI is an AI-po…

Applying Dawkins' selfish gene perspective to the evolution of AI

The Initiative for Digital Public Infrastructure's manifesto sets out the three legs upon which an open public sphere must rest.

Really brilliant monologue on creativity and AI, putting the current moment in a historical context of industrialisation stretching back to the invention of the printing press."If we really could substitute for our labor with machines — ones that don’t pollute or create even more work — it wouldn’t be a problem, as long as we all felt okay ab…

"what causes the flow state, and what happens in the brain... a new study claims to have answers".There were 2 theories:"Hyperfocus... two brain networks unlock the flow state: the default mode network (DMN)... involved in things like daydreaming... spikes the most when we’re not engaged in any tasks" and "the executive co…

"a deep-dive on the concrete ways Sublime makes my life better", by Sublime.app founder Sari Azout.

You're in a meeting and the presenter asks, “Does anyone have any questions?”. Do you look around, see "no one else raising their hands, and then chose to pass on the opportunity to clear up your confusion?". Congratulations, you've just fallen for pluralistic ignorance, and it explains a lot.It is when "you feel like you’…

"The indiscriminate proliferation of AI-generated content will not empower the underrepresented or democratise knowledge creation... [but] dilute and fragment the authenticity and reliability of information ... the discerning judgment of human curators is the only defence against misinformation and mediocrity".Why? Human curators :"…

According to:MIT Professor of AI Rodney Brooks, ChatGPT "“just makes up stuff that sounds good"... where “sounds good” is an algorithm to imitate text found on the internet, while “makes up” is the basic randomness of relying on predictive text rather than logic or facts",Geoff Hinton: "the greatest risks is not that chatbots w…

At an AI conference, Jeff Jarvis "knew I was in the right place when I heard AGI brought up and quickly dismissed... I call bullshit... large language models might prove to be a parlor trick". The rest of the conference focused on "frameworks for discussion of responsible use of AI".Benefits - for some, AI can:"raise the f…