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What Do Large Language Models “Understand”?
towardsdatascience.com

"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?

Three apps that made me more productive this year
www.platformer.news
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Note-taking "software can’t automate your thinking. But I do think it can create the conditions for improved thinking: making new connections between ideas"helping reduce distraction"organizing your reading and making it more useful"Casey then intros a few apps he's started using since his last post, starting with "Ca…

Why note-taking apps don't make us smarter
www.platformer.news
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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…

Start With Why AI. Stop poisoning your business with AI…
kozyrkov.medium.com

Don't "throw AI at problems that are either poorly defined or better suited to non-AI solutions [which] ... no one took the time to consider... more often than not, traditional programming approaches offering greater control and reliability ... managers feel pressured to “find” some AI, regardless of whether it’s the right solution. How …

20/08/2024
Truth Social, Twitter and the Loneliest Reich
medium.com

Good piece on how "the free speech warriors... [behind] Truth Social and the ... decay of Twitter ... the “Festung” cities of unrestricted expression... still not happy... shouting into an echo chamber isn’t nearly as satisfying as they thought it would be... What they’re really after ... is our attention... The thrill of provocation quickly…

Framework Finder: GPT Agent
www.linkedin.com

https://chatgpt.com/g/g-vZ7SgKBOh-framework-findervia LinkedIn: "Helps locate and apply frameworks to your problem... to help you think through issues by providing frameworks... Here is the prompt for the GPT in full: 'You will help the user find frameworks to help them better understand, analyze, and solve a problem. Frameworks might in…

The Future of Social is Here: a Show and Tell (part 3: Friendica)
blog.elenarossini.com
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"Friendica only has about 14,559 total users ... 1692 are “monthly active users” ... [but] Friendica users are incredibly passionate about it... features-rich, unique and brilliant".These include "add and follow RSS feeds and BlueSky accounts", which is enough to pique my interest. Elena Rossini is a new user, so she links to a…

Could social media support healthy online conversations? New_ Public is working on it | Nieman Journalism Lab
www.niemanlab.org
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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 "…

AI models collapse when trained on recursively generated data
www.nature.com
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"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."

I Will Fucking Piledrive You If You Mention AI Again
ludic.mataroa.blog
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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…

11/08/2024
We’re Not Jumping on the AI Bandwagon, and Here’s Why
www.membrain.com
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Some good reasons to not integrate generative AI into your software (like everyone's doing), from Membrain, which " builds tools and workflows that help you build structure to support your sales strategy and create positive behavior change on your sales teams".Their arguments:"It’s Not Free or Even Cheap" and the quality i…

11/08/2024
Perplexity Is a Bullshit Machine | WIRED
www.wired.com

"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…

Adactio: Journal—Filters
adactio.com

After so many years of spam, splog, slop, phishing and above all trolling, "Our guard is up. Our filters are activated. Our default mode is suspicion", something that's only going to get worse with AI: are those photos too good to be true? Can that video actually be real? Is that a spambot, or just "someone who isn’t neurotypic…

07/08/2024
Using Copilot for Obsidian with a local LLM and vector store
medium.com

"There are now several Obsidian plugins available that allow you to use local LLMs instead of a commercial LLM provider", so PKM explorer tries Copilot for Obsidian plugin on his Windows laptop, because this plugin "not only offers the possibility to have a question and answer dialogue ... but also lets you [index your vault]... you…

06/08/2024
105. Slow and steady: how Are.na became the Good Web for artists, designers, and researchers who love unusual connections
publicinfrastructure.org
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A podcast with Charles Broskoski. founder of Arena, which "boasts a healthy, creative community and stable finances while rejecting many of the hallmarks of popular social media".

Tumblr Alternative Loforo: Most Active Fediverse Blog Option After WordPress‽
darnell.day
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Loforo is "an ActivityPub Tumblr alternative whose vibe reminds me of the early days of Tumblr... second most active ActivityPub blog platform in the Fediverse, behind only WordPress". The author lists some areas of improvement, and claims that if Loforo can implement them it'll "inherit Tumblr's fallen crown [and] ... sur…

Is AI Selfish? | by Greg Satell
greg-satell.medium.com
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Applying Dawkins' selfish gene perspective to the evolution of AI

The Three-Legged Stool: A Manifesto for a Smaller, Denser Internet
publicinfrastructure.org
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The Initiative for Digital Public Infrastructure's manifesto sets out the three legs upon which an open public sphere must rest.

It's all about the infrastructure
activitypub.ghost.org
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A report from Ghost on ActivityPub integration, starting with a nice intro for newcomers: "HTML is a standard for displaying text and images on a computer. Email is a standard for sending and receiving messages privately. ActivityPub, then, is a standard for sending and receiving content publicly.", and followed by some musings on the di…

Visualizing and Integrating Complex Ideas with LLMs, Part 1: Napkin AI
towardsdatascience.com

First in a series on "how AI tools can transform intricate concepts into clear, practical frameworks and diagrams", starting with Napkin AI, which "generates interesting diagrams automatically from text input".Plenty of crap circles follow (" Upon completing each document, I exported them as PDFs. Find them here"), bu…

uxGPT: Creating personas with prompts for better questions using ChatGPT and uxGPT Personas
bootcamp.uxdesign.cc

I share this experience with Patrick, who, when he starts work with a new client, starts by gathering information to create personas: "it could be user interviews, usage data, or whatever — because there has to be some baseline of the users" (he has a "lightweight personas approach ... [and a] personas template").Where the clie…

The AI summer — Benedict Evans
www.ben-evans.com
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Good reality check from Benedict Evans: "LLMs might also be a trap: they look like products and they look magic, but they aren’t. Maybe we have to go through the slow, boring hunt for product-market fit after all."Most technical developments take time to take hold, but not ChatGPT, which "got to 100m users in just 2 months", pa…

AI And The Decline Of Human Intelligence
medium.com
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"The problem is not that AI is smarter than us, the problem is that it’s becoming increasingly easy for us to outsource our skills to AI... If we outsource our writing skills, we lose our writing ability... If we depend on AI to analyze information and make decisions, we lose our ability to think critically and analyze complex situations ours…

We need to finish building the Fediverse
www.blog-pat.ch
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Michael Foster's "top ten unfinished building blocks" are:trust & safety: "heart of an ethical social web... [currently] delegated to a small group of volunteers... [but] green shoots emerging"spam filters: "there are some amazing tools now... Pixelfed has shown what can be done"safe spaces / bridging & f…

@Westenberg | My writing stack
joanwestenberg.com
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"Good tools can ... corral the daily deluge of research, interviews and half-formed thoughts into something coherent" - Westenberg's (Mac-focused) productivity stack consists of "Butter for drafting, Linear for managing projects and to-dos, and Readwise for wrangling research material".Reading up on her use of Readwise, in…

From bowling alleys to digital spaces: Rethinking American social capital
newpublic.substack.com
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"A deep dive into Robert Putnam's Bowling Alone", over 20 years later, by "former New_ Public Research Fellow Serena Chao".Social capital, according to Putnam, "is the “connections among individuals — social networks and the norms of reciprocity and trustworthiness that arise from them”... [making] a strong case for a…

Artificial Creativity. How AI teaches us to distinguish between humans, art, and industry
rushkoff.medium.com

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…

The Threads Creator Paradox
www.augment.ink
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Anuj Ahooja asks, on Threads' first birthday, the "existential question... Why does Threads exist? ... an alternative to Elon Musk's X. But ... a platform can't exist to be "an alternative." It should be able to stand alone with its unique purpose and be built to incentivize users to follow that purpose... [unfortunat…

Personas vs. Jobs-to-Be-Done
www.nngroup.com
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I have used both the jobs2Bdone (JTBD, #jobtodo) and persona methodologies in comms strategy development, so this is a useful distinction: "Jobs-to-be-done focus on user problems and needs, while well-executed personas... add behavioral and attitudinal details". Abandoning personas for JTBD means "missing the key behavioral consider…

Stashpad Obsidian Integration. A giant step forward in the dream of…
medium.com

"A giant step forward in the dream of collaborating on Obsidian notes with others...[via] Stashpad Docs — a web-based Markdown editor with shared commenting and review capabilities. An Obsidian plugin allows for exporting Obsidian notes to Stashpad Docs" but:it's one-way - no way from Stashpad back to Obsidian;footnotes aren't …

27/06/2024
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