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Can LLMs Generate Novel Research Ideas?
arxiv.org

A Large-Scale Human Study with 100 NLP Researchers

The best content I read over the summer (newsletter)
mailchi.mp

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.

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…

@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…

Cultivate your creativity to survive AI
mathewlowry.medium.com
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"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."

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…

Generative AI can Ideate Harder
medium.com
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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.

AI in Obsidian — The Correct Way to Generate Ideas
medium.com
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"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…

Opinion | A.I. Could Solve Some of Humanity’s Hardest Problems. It Already Has
www.nytimes.com

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

Let Them Eat AI. How my demonstration of why not to use…
rushkoff.medium.com

"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"

The Art of the AI Prompt - Techonomy
techonomy.com
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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?…

How to Improve Your Creative Thinking - Superorganizers - Every
every.to
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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…

ChatGPT as muse, not oracle
www.geoffreylitt.com
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"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…

01/03/2023
ChatGPT Is a Blurry JPEG of the Web
www.newyorker.com

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…

The Problem with Tools for Thought!
medium.com
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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…

09/12/2022
Personal Knowledge Management is Bullshit
www.otherlife.co
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"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…

Designing a Workflow For Thinking
adjacentpossible.substack.com

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 …

07/11/2021
morning writing practice | daily routine | Daily log | Note Taxonomy
notes.andymatuschak.org

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…

Evergreen notes, outlines and executable writing strategy | Andy Matuschak
notes.andymatuschak.org

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…

Knowledge gardening is recursive - by Gordon Brander - Subconscious
subconscious.substack.com

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... …

Building a Second Subconscious
subconscious.substack.com

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 …

Platforms, Creative Communities, and the Need for a Radical Reimagining - The Reboot
thereboot.com
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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…

Post-Alpha Feature: Simplifying Zettelkasten by working out loud
mathewlowry.medium.com
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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?

Thread Helper
threadhelper.com
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"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?…

How To Take Smart Notes: 10 Principles to Revolutionize Your Note-Taking and Writing - Forte Labs
fortelabs.co
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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…

Integrating Zettelkasten Pages into MyHub.ai
medium.com
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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…

How to clear your mind and cultivate creativity
www.fastcompany.com

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…

22/06/2020
Exercising, Eating Right Won’t Prevent Burnout - Bloomberg
www.bloomberg.com
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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…

Yuval Noah Harari on what 2050 has in store for humankind | WIRED UK
www.wired.co.uk
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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…

Zettelkasten — How One German Scholar Was So Freakishly Productive
writingcooperative.com
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Luhmann... published more than 70 books and over 400 scholarly articles... one of the most important sociologists of the twentieth century ... “I’m not thinking everything on my own. Much of it happens in my Zettelkasten”...adopt his method and ... learn better, think better, publish more, and be more creative... A Zettelkasten is ... a box of not…

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