"AI can not only improve short-term productivity of organizations but can also ... increase the organization’s collective intelligence."HBR starts well by pointing out the false dichotomy between thinking "about AI in terms of automation vs. augmentation... Augmentation doesn’t avoid automation, it simply hides it, usually in some l…

A Large-Scale Human Study with 100 NLP Researchers

I hope you had a good summer. I stayed and worked from home, and got a lot done thanks to the mercifully fewer meetings. I also read a lot of good stuff, and published one piece. Here's a selection.

"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…

"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…

"I had just finished recording the final video of my personal productivity mini-course when I turned on the camera and ad-libbed from the heart. I was unprepared for what came out."

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…

How to use LLMs to solve "really hard problems"? The "AIdeas Collider" approach, piloted by Head of Innovation Design at MIT's Collective Intelligence Design Lab.

"how can you use ChatGPT to generate ideas and brainstorm within Obsidian?", which is currently my note-taking tool of choice. First, some generic advice for prompting:"be specific about the outcome that you want to achieve... providing a prompt that contains more descriptive language ...give preceding prompts ... [specify the] resp…

An interview with Demis Hassabis, head of Google DeepMind & architect behind AlphaFold.

"ChatGPT only looks at the past... [it's response] based on an “average” of everything already said on the issue. It’s pure reversion to the mean"

Wired's rules for using generative AI: "Not for images, yes for research, no for copyediting, maybe for idea generation". Meanwhile interactive book PromptCraft shows how to "get the most out of the creative man/machine communications... AI is like querying our collective intelligence".So how best to design an AI prompt?…

from Alice Albrecht, who "runs re:collect, a startup building an AI-powered thought partner:... advances in AI and cheaper compute lower the bar for getting from a creative idea to a final output... though, we still need to provide the initial seed... and ... judge whether we’re heading in the right direction. We’re still the creative direct…

"What if we were to think of LLMs not as tools for answering questions, but as tools for asking us questions and inspiring our creativity? ... even simple tools can lead to interesting results when they clash with the contents of our minds"So he tries using ChatGPT as a muse. TL:DR; "ChatGPT asked me probing questions, suggested spe…

Interesting, illuminating (but contested) metaphor for thinking about LLMs from one of my favourite authors, Ted Chiang:"Think of ChatGPT as a blurry jpeg of all the text on the Web. It retains much of the information... but, if you’re looking for an exact sequence of bits, you won’t find it; all you will ever get is an approximation... nonse…

Articulates exactly my problem with most Tools4Thought, hence the "super simple Thinking Tool" I want at the heart of myhub's CMS."Perhaps something as simple as having the word ‘Tool’ first causes us to focus on the tool more than the thinking... to confuse thought as an object rather than thought as a process... [causing us t…

"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…

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…

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... …

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 …

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…

What did I learn about learning as I explored using Zettelkasten idea and knowledge management to write five newsletters about disinformation in the 2020 US elections?

"A serendipity engine on the Twitter sidebar".A "second brain" provides easy access to all the resources you've ever Liked or ideas you've ever Thought. @ExGenesis' Threadhelper brings a subset of this (just Tweets) right into the twitter UX - it looks brilliant.Check out the video: https://www.youtube.com/watch?…

Books on note-taking... always too vague and boring, full of platitudes ... never an overarching system for turning notes into concrete results ... [but]How To Take Smart Notes ... is by far the most impactful and profound book I’ve ever read on the subject... most books are a few morsels of real insight wrapped in... fluff... I systematically unr…

I needed to review everything I had ever Hubbed relevant to surveillance capitalism, polarisation, social media and society... As I cast around for something interesting to say, I realised a MyHub.ai Service Page could help organise and clarify my thoughts: I would use it to create a Zettelkasten Permanent Note...While not a blog post, it is defin…

dismantle the mental and emotional barriers to creative expression... companies sometimes design quirky and playful external environments ... However, the source of our creativity lies deep within us... Here are five concepts to consider ...we may struggle to grant ourselves permission to be creative ... Creativity is not... forceful mental proces…

Juggling full-time responsibilities, family life, and the stress of confinement makes the risk of burnout greater than ever... time to deconstruct the underlying cultural sources of burnout and ... Work less...our relationship to work ... tied to our ... self-worth ... But ... research says ... for knowledge workers to do their best work, they ne…

the best skill to teach children is reinvention... the author of Sapiens reveals what 2050 has in store for humankind...once technology enables us to engineer bodies, brains and minds... We don’t know what people will do for a living, we don’t know how armies or bureaucracies will function...too many schools focus on cramming information. In the p…