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Overview: Business

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Introducing GPTs
openai.com

OpenAI rolled out "custom versions of ChatGPT that you can create for a specific purpose... GPTs are a new way for anyone to create a tailored version of ChatGPT to be more helpful ... at specific tasks". Built with no-code via chat.openai.com/create, you can share your GPT, and even monetise it, via their GPT Store later this month.Th…

1000x one part of yourself
twitter.com
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"My advice: Jump headfirst into AI with everything you’ve got."

The Jellyfish and the Flatworm. A Story About AI Strategy
medium.com
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Is your organization more like a jellyfish or a flatworm?The author's "Jellyfish and Flatworm story has been remarkably effective at helping ... [executives] visualize the impact of AI on their customers, their products, and their employees... this story is about why Knowledge Representation (KR) must be the core of any cost-effective lo…

How knowledge graphs improve generative AI | InfoWorld
www.infoworld.com

"despite the immense potential of LLMs, they come with a range of challenges... hallucinations, the high costs associated with training and scaling, the complexity of addressing and updating them, their inherent inconsistency, the difficulty of conducting audits and providing explanations, predominance of English language content... [they…

Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
papers.ssrn.com
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insights into the complex relationship between AI and knowledge work, emphasizing the need for a nuanced understanding of AI's role in enhancing productivity and quality in different task domains - Harpa

AI tools as science policy advisers? The potential and the pitfalls
www.nature.com
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Asks: could LLMs be used to "create tools that sift and summarize scientific evidence for policymaking... [for] knowledge brokers providing presidents, prime ministers, civil servants and politicians with up-to-date information on how science and technology intersects with societal issues... [who must] nimbly navigate ... millions of scientif…

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…

AI is not good software. It is pretty good people.
www.oneusefulthing.org
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Etan Mollick with "A pragmatic approach to thinking about AI", taking issue with the idea that "since AI is made of software, it should be treated like other software. But AI is terrible software... We want our software to yield the same outcomes every time", which LLMs clearly don't.He makes a couple of other arguments (w…

10/05/2023
AI is not good software. It is pretty good people.
www.oneusefulthing.org

Etan Mollick with "A pragmatic approach to thinking about AI", taking issue with the idea that "since AI is made of software, it should be treated like other software. But AI is terrible software... We want our software to yield the same outcomes every time", which LLMs clearly don't.He makes a couple of other arguments (w…

10/05/2023
JRC M365 strategy
mathewlowry.myhub.ai

While my focus at the European Commission's Joint Research Centre has been on their Knowledge4Policy platform (K4P), I've recently been pulled in to help design their internal communications, community, collaboration & knowledge management strategy as they grapple with migrating from Jive to M365.

Thinking About Organizational Change with ChatGPT
blog.pythian.com

"effectively deploying these capabilities for our organization... build skills, processes, and structures to effectively leverage these tools’ advantages:"identify processes benefiting from LLMs (content)implement processes to ensure content accuracy, security"identify roles that will be displaced and identify upskilling" requi…

29/04/2023
It's Time for ChatGPT Policies
blog.pythian.com
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"But all good comes with new risks. With conversational AI, this includes data leakage, IP ownership conflicts and reproducibility requirements. Team members must be aware ... how and when to use it and the corporate policies around appropriate use... key questions your organization should be asking:"what can(not) you ask an AI tool?how …

Using ChatGPT to extract intelligent insights from multiple documents
medium.com

"“Document Search Chatbot” ... field common questions (FAQ’s) based on the content of several documents.... Azure Search to extract and rank key highlights from a set of text documents based on a user query. This user query and Azure Search results are then passed to OpenAI to be interpreted and formatted into a chat based response..."Wh…

🤖 I tested Miro AI’s mind map feature for ideation and it’s awesome! | by Erik van der Pluijm | Pitchlab | Mar, 2023 | Medium
medium.com

A sneak peek at Miro's new AI features for ideation and innovation, including their "AI powered mindmap... mind map with AI assistance"."While ChatGPT can be a powerful tool for generating ideas... the linear nature of chat threads" clashes with ideation's nonlinear nature, & "the sheer volume of ideas genera…

A step-by-step guide to building a chatbot based on your own documents with GPT
bootcamp.uxdesign.cc
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" a step-by-step guide for building a document Q&A chatbot in an efficient way with llama-index and GPT API... ask the bot in natural language about your own documents/data... [see it] retrieving info from the documents and generating a response [1]... customer support, synthesizing user research, your personal knowledge management"K…

Helping PMO adopt SPO (and the rest of M365)
mathewlowry.myhub.ai

How can a reasonably conservative corner of the European Commission adopt M365?

Design thinking was supposed to fix the world. Where did it go wrong? | MIT Technology Review
www.technologyreview.com
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Good history of design thinking."IDEO’s way of working: a six-step methodology for innovation called design thinking... Key ... was its replicable aesthetic, represented by the Post-it note:... Not too precious, not too permanent... promises a fast-moving, cooperative, egalitarian process", but is also "disruptive, startup-flavored …

Get Access to Part of My Brain
www.nateliason.com
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Proof that one of the myhub revenue streams exists: "pay once, and you get lifetime access to my growing list of notes from the books I’m reading. If you went out and bought all of these books, you’d pay around $3,000. If you then spent the 3-6 hours reading each book, and 1-2 hours taking notes on them, it’d take you anywhere from 800 – 1,60…

I Built an AI Chatbot Based On My Favorite Podcast
every.to
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This piece captures and then explores exactly what I've always thought about the future direction of myhub.ai: imagine what would happen if you had your own personal AI assistant operating across your content - your public posts, private library (including content shared from friends, stuff in your reading queue, etc.) and the wider web, emph…

Everyone's having a field day with ChatGPT – but nobody knows how it actually works
theconversation.com
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Is ChatGPT creator OpenAI "a potential Google slayer. Why look up something on a search engine when ChatGPT can write a whole paragraph explaining the answer?" It's very capable, but "struggles to distinguish between truth and falsehood... often a persuasive liar... a bit like autocomplete on your phone... trained on pretty muc…

Customizing GPT-3 for Your Application
openai.com
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"fine-tune GPT-3 on their own data, creating a custom version tailored to their application" improving reliability for more use cases and making the model cheaper and faster. Any dataset of any shape or size, plus "incrementally add data based on user feedback... less than 100 examples to start seeing the benefits ... doubling the n…

08/12/2022
Plex: 19 October 2022
plex.collectivesensecommons.org
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An interview by massive.wiki cog-founder [[Peter Kaminski]] with [[Jerry Michalski]] about [[Rel8]] and "the Big Fungus":"Rel8 tries to answer the question, “What kind of organization(s) would it take to stand up a shared memory for?”". Whereas Wikipedia is a single site running one software on one (set of) servers with a speci…

How I Use Obsidian at Work | Nicole van der Hoeven
nicolevanderhoeven.com
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NvdH's complete overview of her usage of Obsidian. My first step in transitioning from Roam is to Hub this with my thoughts (PS she has a video):Setupmultiple Obsidian vaults, each version-controlled Git repository on GitHub.plus main Obsidian vault in a Dropbox for extra version control and backup"Just for overkill" Obsidian Sync a…

How I Take Notes When Doing Research
medium.com
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Summarising Clive Thompson's How I Take Notes When I’m Doing Research: "It’s the reframing of material into summaries or marginalia that adds value and meaning for the researcher", which is precisely why I'm paraphrasing and describing what I curate, and how it relates to my own experience and plans, rather than just simply co…

Data-Centric Manifesto
www.datacentricmanifesto.org

"a root cause of the messy state of Information Architecture in large institutions and on the web today... application-centric mindset... remedy: ... Data is the center of the universe; applications are ephemeral.""systems could be more than an order of magnitude cheaper and more flexible" if data-centric key principles are res…

Why You Love Design from Trust. You just don’t know it yet | by Jerry Michalski | Medium
jerrymichalski.medium.com
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Systems with Design from Trust: assume most (not all) people have good intent."initially feel counterintuitive, even risky...social: they rely on human relationships. appealing: once you wrap your head around them, you want more."The discomfort is a symptom of how today's default setting is mistrust: "we’ve internalized the ass…

Liberating Structures - Introduction
www.liberatingstructures.com
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Liberating Structures is a pattern language that "provides a menu of thirty-three Liberating Structures to replace or complement conventional practices... [which are] either too inhibiting (presentations, status reports and managed discussions) or too loose and disorganized (open discussions and brainstorms) to creatively engage people ... to…

Stolen Focus: Johann Hari explains how your attention has been stolen - Vox
www.vox.com
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I do like a challenge."We live in the most distracted time in human history. Can we reclaim our attention spans?... A new book by the British journalist Johann Hari, called Stolen Focus, takes a close look at what’s happening — and what’s happened — to our collective attention... we’re all becoming lost in our own lives, which feel more and …

Decentralization enables permissionless innovation
subconscious.substack.com

"What does it look like to design a system [the internet] for survivability?" This different question - not design for efficiency, or profitability - led "to different answers, and breakthroughs that made the internet we have today".Rather than protect something, "the r-selected response ... LOCKSS stands for "Lots o…

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